Cohort Class Schedule

View upcoming live classes and sessions for our active cohorts.

June 26, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

Python Core & Control Flow

Variables, data types, loops, conditionals, list comprehensions, functions, and error handling.

June 26, 2026 6:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

Welcome and LMS onboarding

June 26, 2026 6:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Welcome and LMS onboarding

June 26, 2026 6:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

Welcome and LMS onboarding

June 26, 2026 6:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

Welcome and LMS onboarding

June 26, 2026 6:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

Welcome and LMS onboarding

June 26, 2026 6:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Welcome and LMS onboarding

June 27, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

Data Structures, File I/O & Git Workflow Lab

Dictionaries, sets, tuples, lambda, map/filter, file reading/writing, and version control with Git.

July 3, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

NumPy for Computation

Array creation, slicing, broadcasting, universal functions, and linear algebra with NumPy.

July 3, 2026 6:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

Course Orientation and Tools setup

July 3, 2026 6:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Course Orientation and Tools setup

July 3, 2026 6:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

Course Orientation and Tools setup

July 3, 2026 6:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

Course Orientation and Tools setup

July 3, 2026 6:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

Course Orientation and Tools setup

July 3, 2026 6:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Course Orientation and Tools setup

July 4, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

Pandas Data Wrangling & EDA

DataFrames, loc/iloc, merging, handling missing data, GroupBy, pivot tables, and exploratory data analysis.

July 9, 2026 6:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

Foundations of Data Engineering: Role of the Data Engineer

Detailed session on Role of the Data Engineer

July 9, 2026 6:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Foundations of AI & Intelligent Systems: History & Evolution of AI

Detailed session on History & Evolution of AI

July 9, 2026 6:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

Foundations of AI & Intelligent Automation: AI vs. Traditional Automation

Detailed session on AI vs. Traditional Automation

July 9, 2026 6:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

Excel Fundamentals & Analysis: Introduction to Excel & Functions

Detailed session on Introduction to Excel & Functions

July 9, 2026 6:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

Python Fundamentals & Version Control: Python Syntax & Environments

Detailed session on Python Syntax & Environments

July 9, 2026 6:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Introduction to Data Analytics & Business Intelligence: What is BI? & Market Overview

Detailed session on What is BI? & Market Overview

July 10, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

Feature Engineering

Log transform, binning, polynomial features, one-hot encoding, label encoding, target encoding, and StandardScaler.

July 11, 2026 1:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

Foundations of Data Engineering: Cloud vs. On-Premise Architectures

Detailed session on Cloud vs. On-Premise Architectures

July 11, 2026 1:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Foundations of AI & Intelligent Systems: AI Ethics & Responsible Innovation

Detailed session on AI Ethics & Responsible Innovation

July 11, 2026 1:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

Foundations of AI & Intelligent Automation: Introduction to Generative AI

Detailed session on Introduction to Generative AI

July 11, 2026 1:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

Excel Fundamentals & Analysis: Data Cleaning & Basic Analysis

Detailed session on Data Cleaning & Basic Analysis

July 11, 2026 1:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

Python Fundamentals & Version Control: Git, GitHub & Versioning

Detailed session on Git, GitHub & Versioning

July 11, 2026 1:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Introduction to Data Analytics & Business Intelligence: Navigating the Analytics Ecosystem

Detailed session on Navigating the Analytics Ecosystem

July 11, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

ML Workflow & Cross-Validation

Train/validation/test splits, stratified sampling, K-Fold CV, preventing data leakage, and building sklearn pipelines.

July 16, 2026 6:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

SQL Engineering & Advanced Data Manipulation: Query Performance Optimization

Detailed session on Query Performance Optimization

July 16, 2026 6:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Python Programming for AI & Machine Learning: NumPy & Scientific Computing

Detailed session on NumPy & Scientific Computing

July 16, 2026 6:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

Prompt Engineering & AI Productivity: Structuring Effective Prompts

Detailed session on Structuring Effective Prompts

July 16, 2026 6:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

Advanced Excel & Dashboards: Pivot Tables & Advanced Functions

Detailed session on Pivot Tables & Advanced Functions

July 16, 2026 6:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

NumPy, Pandas & Visualization: Data Manipulation with Pandas

Detailed session on Data Manipulation with Pandas

July 16, 2026 6:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Microsoft Excel Fundamentals for Business Analysis: Essential Business Formulas

Detailed session on Essential Business Formulas

July 17, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

Linear & Logistic Regression from Scratch

Least squares, gradient descent, normal equation, sigmoid, log-loss, and L1/L2 regularisation — implemented from scratch then compared with sklearn.

July 18, 2026 1:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

SQL Engineering & Advanced Data Manipulation: Advanced Analytical Window Functions

Detailed session on Advanced Analytical Window Functions

July 18, 2026 1:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Python Programming for AI & Machine Learning: Data Manipulation with Pandas

Detailed session on Data Manipulation with Pandas

July 18, 2026 1:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

Prompt Engineering & AI Productivity: AI for Daily Operational Tasks

Detailed session on AI for Daily Operational Tasks

July 18, 2026 1:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

Advanced Excel & Dashboards: Building Excel Dashboards

Detailed session on Building Excel Dashboards

July 18, 2026 1:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

NumPy, Pandas & Visualization: Visualizing with Matplotlib & Seaborn

Detailed session on Visualizing with Matplotlib & Seaborn

July 18, 2026 1:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Microsoft Excel Fundamentals for Business Analysis: Data Formatting & Structures

Detailed session on Data Formatting & Structures

July 18, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

Model Evaluation Deep Dive

ROC-AUC, PR curves, threshold tuning, confusion matrix, regression metrics (RMSE, MAE, R²) — Module 1 Assessment & Project briefing.

July 23, 2026 6:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

Relational & NoSQL Database Systems: PostgreSQL & MySQL Administration

Detailed session on PostgreSQL & MySQL Administration

July 23, 2026 6:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Data Science Foundations for Machine Learning: Exploratory Data Analysis (EDA)

Detailed session on Exploratory Data Analysis (EDA)

July 23, 2026 6:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

Workflow Architecture & Process Strategy: Mapping Business Processes

Detailed session on Mapping Business Processes

July 23, 2026 6:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

SQL Architecture & Databases: Relational Database Concepts & SQL Basics

Detailed session on Relational Database Concepts & SQL Basics

July 23, 2026 6:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

Feature Engineering & ML Pipeline Basics: Handling Missing Data & Scaling

Detailed session on Handling Missing Data & Scaling

July 23, 2026 6:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Advanced Excel for Analytics & Reporting: VLOOKUP, INDEX & MATCH

Detailed session on VLOOKUP, INDEX & MATCH

July 24, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

Decision Trees & Random Forests

Gini impurity, entropy, information gain, bagging, OOB error, feature importance — build a Decision Tree from scratch.

July 25, 2026 1:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

Relational & NoSQL Database Systems: Working with MongoDB & Cassandra

Detailed session on Working with MongoDB & Cassandra

July 25, 2026 1:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Data Science Foundations for Machine Learning: Advanced Data Cleaning Techniques

Detailed session on Advanced Data Cleaning Techniques

July 25, 2026 1:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

Workflow Architecture & Process Strategy: Event-Driven Logical Architectures

Detailed session on Event-Driven Logical Architectures

July 25, 2026 1:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

SQL Architecture & Databases: Joins, Grouping & Aggregations

Detailed session on Joins, Grouping & Aggregations

July 25, 2026 1:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

Feature Engineering & ML Pipeline Basics: Cross-Validation & Pipeline Construction

Detailed session on Cross-Validation & Pipeline Construction

July 25, 2026 1:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Advanced Excel for Analytics & Reporting: Advanced Pivot Tables & Slicers

Detailed session on Advanced Pivot Tables & Slicers

July 25, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

Handling Imbalanced Data

Class weighting, SMOTE, random undersampling, Tomek Links — measure precision/recall before and after resampling.

July 30, 2026 6:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

Python for Data Engineering: OS & Sys Module Scripting

Detailed session on OS & Sys Module Scripting

July 30, 2026 6:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Supervised Machine Learning: Classification vs. Regression Paradigms

Detailed session on Classification vs. Regression Paradigms

July 30, 2026 6:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

Intelligent Workflow Automation with Zapier: Navigating the Zapier Ecosystem

Detailed session on Navigating the Zapier Ecosystem

July 30, 2026 6:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

Advanced SQL Engineering: Subqueries & Window Functions

Detailed session on Subqueries & Window Functions

July 30, 2026 6:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

Regression Models: Linear Regression Fundamentals

Detailed session on Linear Regression Fundamentals

July 30, 2026 6:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

SQL Fundamentals for Business Professionals: Basic SELECT Statements & Syntax

Detailed session on Basic SELECT Statements & Syntax

July 31, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

Support Vector Machines

Hyperplane, margin maximisation, soft margin, hinge loss, RBF & polynomial kernels — tune C and Gamma.

August 1, 2026 1:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

Python for Data Engineering: Parallel Processing in Python

Detailed session on Parallel Processing in Python

August 1, 2026 1:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Supervised Machine Learning: Evaluating Supervised Models

Detailed session on Evaluating Supervised Models

August 1, 2026 1:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

Intelligent Workflow Automation with Zapier: Automating CRM Integrations

Detailed session on Automating CRM Integrations

August 1, 2026 1:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

Advanced SQL Engineering: Database Architecture & Optimization

Detailed session on Database Architecture & Optimization

August 1, 2026 1:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

Regression Models: Logistic Regression for Classification

Detailed session on Logistic Regression for Classification

August 1, 2026 1:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

SQL Fundamentals for Business Professionals: Filtering, Sorting & Limit clauses

Detailed session on Filtering, Sorting & Limit clauses

August 1, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

Naive Bayes & Text Classification

Gaussian, Multinomial & Bernoulli Naive Bayes, TF-IDF vectorisation, Laplace smoothing — spam/news classifier.

August 6, 2026 6:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

ETL & ELT Pipeline Engineering: Designing ETL Architectures

Detailed session on Designing ETL Architectures

August 6, 2026 6:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Unsupervised Learning & Clustering Systems: Dimensionality Reduction

Detailed session on Dimensionality Reduction

August 6, 2026 6:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

Advanced Workflow Systems with Make.com: Building Visual Workflows

Detailed session on Building Visual Workflows

August 6, 2026 6:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

Python for Data Automation: Python Basics & Data Structures

Detailed session on Python Basics & Data Structures

August 6, 2026 6:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

Tree-Based Models: Decision Trees & Entropy

Detailed session on Decision Trees & Entropy

August 6, 2026 6:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Advanced SQL for Data Analysis: Grouping & Aggregate Functions

Detailed session on Grouping & Aggregate Functions

August 7, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

Boosting Algorithms: AdaBoost, XGBoost & LightGBM

Boosting mechanics, exponential loss, learning rate, early stopping, and LightGBM leaf-wise growth.

August 8, 2026 1:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

ETL & ELT Pipeline Engineering: Introduction to Apache Airflow

Detailed session on Introduction to Apache Airflow

August 8, 2026 1:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Unsupervised Learning & Clustering Systems: K-Means Clustering Applications

Detailed session on K-Means Clustering Applications

August 8, 2026 1:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

Advanced Workflow Systems with Make.com: Conditional Routing & Logic

Detailed session on Conditional Routing & Logic

August 8, 2026 1:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

Python for Data Automation: Data Wrangling with Pandas

Detailed session on Data Wrangling with Pandas

August 8, 2026 1:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

Tree-Based Models: Random Forests & Ensemble Learning

Detailed session on Random Forests & Ensemble Learning

August 8, 2026 1:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Advanced SQL for Data Analysis: Advanced Table Joins

Detailed session on Advanced Table Joins

August 8, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

Bayesian Hyperparameter Optimisation with Optuna

Gaussian processes, acquisition functions, Optuna trials, AutoML with TPOT — tune XGBoost and compare.

August 13, 2026 6:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

Mid-Cohort Break

Break Week - No Classes

August 13, 2026 6:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Mid-Cohort Break

Break Week - No Classes

August 13, 2026 6:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

Mid-Cohort Break

Break Week - No Classes

August 13, 2026 6:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

Mid-Cohort Break

Break Week - No Classes

August 13, 2026 6:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

Mid-Cohort Break

Break Week - No Classes

August 13, 2026 6:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Mid-Cohort Break

Break Week - No Classes

August 14, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

Unsupervised Learning: Clustering

K-Means objective & k-means++, elbow method, DBSCAN (eps, min_samples, noise), Hierarchical clustering & dendrograms.

August 15, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

Dimensionality Reduction: PCA, t-SNE & UMAP

Covariance matrix, eigenvalue decomposition, explained variance — PCA from scratch; t-SNE perplexity tuning; UMAP global structure. Module 2 Assessment & Project briefing.

August 20, 2026 6:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

Cloud Data Engineering: Data Lakes with AWS S3 & Redshift

Detailed session on Data Lakes with AWS S3 & Redshift

August 20, 2026 6:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Deep Learning & Neural Networks: Forward & Backpropagation Algorithms

Detailed session on Forward & Backpropagation Algorithms

August 20, 2026 6:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

Enterprise Automation Engineering with n8n: Self-Hosted n8n Operations

Detailed session on Self-Hosted n8n Operations

August 20, 2026 6:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

Advanced Python Modeling: Statistical Modeling in Python

Detailed session on Statistical Modeling in Python

August 20, 2026 6:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

SVM & Naive Bayes: Support Vector Machines & Kernels

Detailed session on Support Vector Machines & Kernels

August 20, 2026 6:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Python Fundamentals for Data Analysis: Python Data Types & Variables

Detailed session on Python Data Types & Variables

August 21, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

Time Series Fundamentals & ARIMA

Timestamp indexing, resampling, rolling windows, stationarity (ADF test), ACF/PACF, ARIMA & SARIMA modelling.

August 22, 2026 1:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

Cloud Data Engineering: GCP BigQuery Fundamentals

Detailed session on GCP BigQuery Fundamentals

August 22, 2026 1:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Deep Learning & Neural Networks: Building Networks with Keras & TensorFlow

Detailed session on Building Networks with Keras & TensorFlow

August 22, 2026 1:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

Enterprise Automation Engineering with n8n: Building Complex Enterprise Automations

Detailed session on Building Complex Enterprise Automations

August 22, 2026 1:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

Advanced Python Modeling: Building Automation Scripts

Detailed session on Building Automation Scripts

August 22, 2026 1:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

SVM & Naive Bayes: Naive Bayes & Text Classification

Detailed session on Naive Bayes & Text Classification

August 22, 2026 1:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Python Fundamentals for Data Analysis: Loops & Control Flow in Python

Detailed session on Loops & Control Flow in Python

August 22, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

Facebook Prophet & Recommender Systems

Prophet changepoints, holiday effects, uncertainty intervals; user-item matrices, cosine similarity, ALS matrix factorisation.

August 27, 2026 6:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

Data Warehousing & Analytics Engineering: Star vs. Snowflake Schemas

Detailed session on Star vs. Snowflake Schemas

August 27, 2026 6:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Computer Vision & Image Intelligence: Convolutional Neural Networks (CNNs)

Detailed session on Convolutional Neural Networks (CNNs)

August 27, 2026 6:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

Intelligent Data Systems & Reporting: Airtable Relational Databases

Detailed session on Airtable Relational Databases

August 27, 2026 6:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

Power BI Fundamentals: Power BI Interface & Power Query

Detailed session on Power BI Interface & Power Query

August 27, 2026 6:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

KNN, Boosting & AutoML: K-Nearest Neighbors & Clustering Intro

Detailed session on K-Nearest Neighbors & Clustering Intro

August 27, 2026 6:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Python for Business Analytics: Analyzing Business Trends with Scripts

Detailed session on Analyzing Business Trends with Scripts

August 28, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

Advanced Hyperparameter Tuning & LLM Bridge

GridSearchCV vs RandomizedSearchCV vs Bayesian Optuna; from classical ML to transformers: attention, BERT, GPT, T5.

August 29, 2026 1:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

Data Warehousing & Analytics Engineering: Data Modeling with dbt

Detailed session on Data Modeling with dbt

August 29, 2026 1:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Computer Vision & Image Intelligence: Image Augmentation & Processing

Detailed session on Image Augmentation & Processing

August 29, 2026 1:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

Intelligent Data Systems & Reporting: Automated Executive Dashboards

Detailed session on Automated Executive Dashboards

August 29, 2026 1:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

Power BI Fundamentals: DAX Expressions & Relationships

Detailed session on DAX Expressions & Relationships

August 29, 2026 1:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

KNN, Boosting & AutoML: Gradient Boosting & XGBoost Mastery

Detailed session on Gradient Boosting & XGBoost Mastery

August 29, 2026 1:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Python for Business Analytics: Python for Finance & Operations

Detailed session on Python for Finance & Operations

August 29, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

Neural Networks & Transformer Architectures

Perceptron, backpropagation, self-attention mechanism, GPT decoder-only vs BERT bidirectional encoder, prompt engineering basics.

September 3, 2026 6:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

Big Data Engineering & Distributed Systems: Hadoop Ecosystem & HDFS

Detailed session on Hadoop Ecosystem & HDFS

September 3, 2026 6:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Natural Language Processing (NLP): Tokenization & Text Processing

Detailed session on Tokenization & Text Processing

September 3, 2026 6:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

APIs, Webhooks & Connected Systems: Webhooks Integration Basics

Detailed session on Webhooks Integration Basics

September 3, 2026 6:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

Tableau & Visual Analytics: Introduction to Tableau

Detailed session on Introduction to Tableau

September 3, 2026 6:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

Unsupervised Learning: K-Means & Principal Component Analysis (PCA)

Detailed session on K-Means & Principal Component Analysis (PCA)

September 3, 2026 6:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Data Visualization Principles & Storytelling: Color Theory & Layouts

Detailed session on Color Theory & Layouts

September 4, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

LangChain Foundations

Chains, prompt templates, memory types (buffer, summary, entity), multi-step prompts, chain-of-thought and ReAct patterns.

September 5, 2026 1:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

Big Data Engineering & Distributed Systems: Apache Spark & PySpark Processing

Detailed session on Apache Spark & PySpark Processing

September 5, 2026 1:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Natural Language Processing (NLP): Sentiment Analysis & Language Models

Detailed session on Sentiment Analysis & Language Models

September 5, 2026 1:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

APIs, Webhooks & Connected Systems: Securing Connected Infrastructure

Detailed session on Securing Connected Infrastructure

September 5, 2026 1:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

Tableau & Visual Analytics: Advanced Tableau Dashboards

Detailed session on Advanced Tableau Dashboards

September 5, 2026 1:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

Unsupervised Learning: Anomaly Detection Systems

Detailed session on Anomaly Detection Systems

September 5, 2026 1:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Data Visualization Principles & Storytelling: Presenting Dashboards to Executives

Detailed session on Presenting Dashboards to Executives

September 5, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

RAG Pipelines, Vector Stores & LangChain Agents

Document loaders, text splitters, FAISS & Chroma embeddings, custom tools, agent types — build an end-to-end RAG chatbot.

September 10, 2026 6:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

Real-Time Data Processing & Streaming Systems: Kafka Architecture & Setup

Detailed session on Kafka Architecture & Setup

September 10, 2026 6:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Generative AI & Large Language Models (LLMs): Understanding Transformers Architecture

Detailed session on Understanding Transformers Architecture

September 10, 2026 6:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

Conversational AI & Intelligent Customer Experience: Designing Conversational Chatbots

Detailed session on Designing Conversational Chatbots

September 10, 2026 6:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

Data Storytelling & Strategy: Visualization Best Practices

Detailed session on Visualization Best Practices

September 10, 2026 6:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

Time Series & Recommender Systems: Forecasting with Time Series Data

Detailed session on Forecasting with Time Series Data

September 10, 2026 6:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Power BI Fundamentals: Power BI Desktop Interface

Detailed session on Power BI Desktop Interface

September 11, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

Generative Models: GANs & Diffusion

Generator/discriminator minimax game, DCGAN, WGAN, StyleGAN; forward/reverse diffusion, U-Net, Stable Diffusion.

September 12, 2026 1:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

Real-Time Data Processing & Streaming Systems: Real-Time Streaming with Spark

Detailed session on Real-Time Streaming with Spark

September 12, 2026 1:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Generative AI & Large Language Models (LLMs): Advanced Prompt Engineering

Detailed session on Advanced Prompt Engineering

September 12, 2026 1:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

Conversational AI & Intelligent Customer Experience: Support Ticketing Automation

Detailed session on Support Ticketing Automation

September 12, 2026 1:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

Data Storytelling & Strategy: Crafting Business Narratives

Detailed session on Crafting Business Narratives

September 12, 2026 1:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

Time Series & Recommender Systems: Building Collaborative Filtering Engines

Detailed session on Building Collaborative Filtering Engines

September 12, 2026 1:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Power BI Fundamentals: Data Ingestion & Power Query

Detailed session on Data Ingestion & Power Query

September 12, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

Deployment, AI Ethics & Career Launch

Streamlit/Flask LLM app deployment, API key management, bias in generative models, responsible AI. Module 3 Assessment & Project briefing.

September 17, 2026 6:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

APIs, Data Integration & Automation: Building REST APIs for Pipelines

Detailed session on Building REST APIs for Pipelines

September 17, 2026 6:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

AI Deployment, APIs & MLOps: Model Registries & Versioning

Detailed session on Model Registries & Versioning

September 17, 2026 6:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

Business Automation Strategy: Optimizing Marketing Automation

Detailed session on Optimizing Marketing Automation

September 17, 2026 6:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

ETL & Dirty Data Pipelines: ETL Architecture & Principles

Detailed session on ETL Architecture & Principles

September 17, 2026 6:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

Optimization & The ML-to-LLM Bridge: Hyperparameter Tuning with Optuna

Detailed session on Hyperparameter Tuning with Optuna

September 17, 2026 6:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Advanced Power BI for Business Intelligence: Mastering DAX Functions

Detailed session on Mastering DAX Functions

September 18, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

Capstone Project Workshop

Code review session, debugging, README polish, GitHub portfolio curation, CV & LinkedIn optimisation.

September 19, 2026 1:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Advanced Power BI for Business Intelligence: Connecting Multiple Data Sources

Detailed session on Connecting Multiple Data Sources

September 19, 2026 1:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

APIs, Data Integration & Automation: Webhooks & Automated Triggers

Detailed session on Webhooks & Automated Triggers

September 19, 2026 1:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

AI Deployment, APIs & MLOps: Deploying AI via REST APIs

Detailed session on Deploying AI via REST APIs

September 19, 2026 1:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

Business Automation Strategy: HR & Operations Transformation

Detailed session on HR & Operations Transformation

September 19, 2026 1:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

ETL & Dirty Data Pipelines: Transforming Messy Real-World Data

Detailed session on Transforming Messy Real-World Data

September 19, 2026 1:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

Optimization & The ML-to-LLM Bridge: Machine Learning Architecture for AI

Detailed session on Machine Learning Architecture for AI

September 19, 2026 5:00 PM (UTC)

Data Science & AI Mastery - Data Science & AI Mastery — Cohort 1 (2026)

Final Presentations & Graduation

Capstone demos, final assessment debrief, certificate award, alumni network onboarding, and career next steps.

September 24, 2026 6:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Tableau Fundamentals & Visual Analytics: Navigating the Tableau Workspace

Detailed session on Navigating the Tableau Workspace

September 24, 2026 6:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

Data Governance, Security & Compliance: Data Privacy, GDPR & PII

Detailed session on Data Privacy, GDPR & PII

September 24, 2026 6:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

AI Automation & Intelligent Business Systems: Integrating AI into Workflows

Detailed session on Integrating AI into Workflows

September 24, 2026 6:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

AI Agents & Autonomous Decision Engines: Frameworks for AI Agents

Detailed session on Frameworks for AI Agents

September 24, 2026 6:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

C-Suite Presentation Skills: Translating Technical Findings

Detailed session on Translating Technical Findings

September 24, 2026 6:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

LLM Integration with LangChain: Introduction to Large Language Models

Detailed session on Introduction to Large Language Models

September 26, 2026 1:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Tableau Fundamentals & Visual Analytics: Building Your First Worksheets

Detailed session on Building Your First Worksheets

September 26, 2026 1:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

Data Governance, Security & Compliance: Identity & Access Control Systems

Detailed session on Identity & Access Control Systems

September 26, 2026 1:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

AI Automation & Intelligent Business Systems: Customer Support AI Agents

Detailed session on Customer Support AI Agents

September 26, 2026 1:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

AI Agents & Autonomous Decision Engines: Designing Autonomous Systems

Detailed session on Designing Autonomous Systems

September 26, 2026 1:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

C-Suite Presentation Skills: Executive Reporting & Strategy

Detailed session on Executive Reporting & Strategy

September 26, 2026 1:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

LLM Integration with LangChain: Developing Apps with LangChain

Detailed session on Developing Apps with LangChain

October 1, 2026 6:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Advanced Tableau & Executive Reporting: Calculated Fields in Tableau

Detailed session on Calculated Fields in Tableau

October 1, 2026 6:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

AI Infrastructure & Intelligent Data Systems: Infrastructure for Serving ML Models

Detailed session on Infrastructure for Serving ML Models

October 1, 2026 6:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Advanced AI Systems & Executive Capstone: Multi-Agent AI Systems

Detailed session on Multi-Agent AI Systems

October 1, 2026 6:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

Executive Digital Transformation Capstone: Strategic Transformation Formulation

Detailed session on Strategic Transformation Formulation

October 1, 2026 6:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

Executive Capstone: Capstone Scoping & Data Setup

Detailed session on Capstone Scoping & Data Setup

October 1, 2026 6:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

Generative Models & Career Launch: Deploying Generative AI Applications

Detailed session on Deploying Generative AI Applications

October 3, 2026 1:00 PM (UTC)

Data Analytics for Business Professionals - Beta Cohort

Advanced Tableau & Executive Reporting: Interactive Executive Dashboards

Detailed session on Interactive Executive Dashboards

October 3, 2026 1:00 PM (UTC)

Data Engineering & Intelligent Data Systems - Beta Cohort

AI Infrastructure & Intelligent Data Systems: Final Capstone Pipeline Deployment

Detailed session on Final Capstone Pipeline Deployment

October 3, 2026 1:00 PM (UTC)

Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Advanced AI Systems & Executive Capstone: Executive Capstone Delivery

Detailed session on Executive Capstone Delivery

October 3, 2026 1:00 PM (UTC)

AI Automation, Intelligent Systems & Digital Transformation - Beta Cohort

Executive Digital Transformation Capstone: Final Capstone Presentation

Detailed session on Final Capstone Presentation

October 3, 2026 1:00 PM (UTC)

Full-Stack Data Analytics - Beta Cohort

Executive Capstone: Final Capstone Defense

Detailed session on Final Capstone Defense

October 3, 2026 1:00 PM (UTC)

Data Science & AI Mastery - Beta Cohort

Generative Models & Career Launch: Capstone Finalization & Portfolio Review

Detailed session on Capstone Finalization & Portfolio Review

No upcoming schedules found for this course.

June 26, 2026 6:00 PM (UTC)

Beta Cohort

Welcome and LMS onboarding

July 3, 2026 6:00 PM (UTC)

Beta Cohort

Course Orientation and Tools setup

July 9, 2026 6:00 PM (UTC)

Beta Cohort

Introduction to Data Analytics & Business Intelligence: What is BI? & Market Overview

Detailed session on What is BI? & Market Overview

July 11, 2026 1:00 PM (UTC)

Beta Cohort

Introduction to Data Analytics & Business Intelligence: Navigating the Analytics Ecosystem

Detailed session on Navigating the Analytics Ecosystem

July 16, 2026 6:00 PM (UTC)

Beta Cohort

Microsoft Excel Fundamentals for Business Analysis: Essential Business Formulas

Detailed session on Essential Business Formulas

July 18, 2026 1:00 PM (UTC)

Beta Cohort

Microsoft Excel Fundamentals for Business Analysis: Data Formatting & Structures

Detailed session on Data Formatting & Structures

July 23, 2026 6:00 PM (UTC)

Beta Cohort

Advanced Excel for Analytics & Reporting: VLOOKUP, INDEX & MATCH

Detailed session on VLOOKUP, INDEX & MATCH

July 25, 2026 1:00 PM (UTC)

Beta Cohort

Advanced Excel for Analytics & Reporting: Advanced Pivot Tables & Slicers

Detailed session on Advanced Pivot Tables & Slicers

July 30, 2026 6:00 PM (UTC)

Beta Cohort

SQL Fundamentals for Business Professionals: Basic SELECT Statements & Syntax

Detailed session on Basic SELECT Statements & Syntax

August 1, 2026 1:00 PM (UTC)

Beta Cohort

SQL Fundamentals for Business Professionals: Filtering, Sorting & Limit clauses

Detailed session on Filtering, Sorting & Limit clauses

August 6, 2026 6:00 PM (UTC)

Beta Cohort

Advanced SQL for Data Analysis: Grouping & Aggregate Functions

Detailed session on Grouping & Aggregate Functions

August 8, 2026 1:00 PM (UTC)

Beta Cohort

Advanced SQL for Data Analysis: Advanced Table Joins

Detailed session on Advanced Table Joins

August 13, 2026 6:00 PM (UTC)

Beta Cohort

Mid-Cohort Break

Break Week - No Classes

August 20, 2026 6:00 PM (UTC)

Beta Cohort

Python Fundamentals for Data Analysis: Python Data Types & Variables

Detailed session on Python Data Types & Variables

August 22, 2026 1:00 PM (UTC)

Beta Cohort

Python Fundamentals for Data Analysis: Loops & Control Flow in Python

Detailed session on Loops & Control Flow in Python

August 27, 2026 6:00 PM (UTC)

Beta Cohort

Python for Business Analytics: Analyzing Business Trends with Scripts

Detailed session on Analyzing Business Trends with Scripts

August 29, 2026 1:00 PM (UTC)

Beta Cohort

Python for Business Analytics: Python for Finance & Operations

Detailed session on Python for Finance & Operations

September 3, 2026 6:00 PM (UTC)

Beta Cohort

Data Visualization Principles & Storytelling: Color Theory & Layouts

Detailed session on Color Theory & Layouts

September 5, 2026 1:00 PM (UTC)

Beta Cohort

Data Visualization Principles & Storytelling: Presenting Dashboards to Executives

Detailed session on Presenting Dashboards to Executives

September 10, 2026 6:00 PM (UTC)

Beta Cohort

Power BI Fundamentals: Power BI Desktop Interface

Detailed session on Power BI Desktop Interface

September 12, 2026 1:00 PM (UTC)

Beta Cohort

Power BI Fundamentals: Data Ingestion & Power Query

Detailed session on Data Ingestion & Power Query

September 17, 2026 6:00 PM (UTC)

Beta Cohort

Advanced Power BI for Business Intelligence: Mastering DAX Functions

Detailed session on Mastering DAX Functions

September 19, 2026 1:00 PM (UTC)

Beta Cohort

Advanced Power BI for Business Intelligence: Connecting Multiple Data Sources

Detailed session on Connecting Multiple Data Sources

September 24, 2026 6:00 PM (UTC)

Beta Cohort

Tableau Fundamentals & Visual Analytics: Navigating the Tableau Workspace

Detailed session on Navigating the Tableau Workspace

September 26, 2026 1:00 PM (UTC)

Beta Cohort

Tableau Fundamentals & Visual Analytics: Building Your First Worksheets

Detailed session on Building Your First Worksheets

October 1, 2026 6:00 PM (UTC)

Beta Cohort

Advanced Tableau & Executive Reporting: Calculated Fields in Tableau

Detailed session on Calculated Fields in Tableau

October 3, 2026 1:00 PM (UTC)

Beta Cohort

Advanced Tableau & Executive Reporting: Interactive Executive Dashboards

Detailed session on Interactive Executive Dashboards

June 26, 2026 6:00 PM (UTC)

Beta Cohort

Welcome and LMS onboarding

July 3, 2026 6:00 PM (UTC)

Beta Cohort

Course Orientation and Tools setup

July 9, 2026 6:00 PM (UTC)

Beta Cohort

Foundations of AI & Intelligent Systems: History & Evolution of AI

Detailed session on History & Evolution of AI

July 11, 2026 1:00 PM (UTC)

Beta Cohort

Foundations of AI & Intelligent Systems: AI Ethics & Responsible Innovation

Detailed session on AI Ethics & Responsible Innovation

July 16, 2026 6:00 PM (UTC)

Beta Cohort

Python Programming for AI & Machine Learning: NumPy & Scientific Computing

Detailed session on NumPy & Scientific Computing

July 18, 2026 1:00 PM (UTC)

Beta Cohort

Python Programming for AI & Machine Learning: Data Manipulation with Pandas

Detailed session on Data Manipulation with Pandas

July 23, 2026 6:00 PM (UTC)

Beta Cohort

Data Science Foundations for Machine Learning: Exploratory Data Analysis (EDA)

Detailed session on Exploratory Data Analysis (EDA)

July 25, 2026 1:00 PM (UTC)

Beta Cohort

Data Science Foundations for Machine Learning: Advanced Data Cleaning Techniques

Detailed session on Advanced Data Cleaning Techniques

July 30, 2026 6:00 PM (UTC)

Beta Cohort

Supervised Machine Learning: Classification vs. Regression Paradigms

Detailed session on Classification vs. Regression Paradigms

August 1, 2026 1:00 PM (UTC)

Beta Cohort

Supervised Machine Learning: Evaluating Supervised Models

Detailed session on Evaluating Supervised Models

August 6, 2026 6:00 PM (UTC)

Beta Cohort

Unsupervised Learning & Clustering Systems: Dimensionality Reduction

Detailed session on Dimensionality Reduction

August 8, 2026 1:00 PM (UTC)

Beta Cohort

Unsupervised Learning & Clustering Systems: K-Means Clustering Applications

Detailed session on K-Means Clustering Applications

August 13, 2026 6:00 PM (UTC)

Beta Cohort

Mid-Cohort Break

Break Week - No Classes

August 20, 2026 6:00 PM (UTC)

Beta Cohort

Deep Learning & Neural Networks: Forward & Backpropagation Algorithms

Detailed session on Forward & Backpropagation Algorithms

August 22, 2026 1:00 PM (UTC)

Beta Cohort

Deep Learning & Neural Networks: Building Networks with Keras & TensorFlow

Detailed session on Building Networks with Keras & TensorFlow

August 27, 2026 6:00 PM (UTC)

Beta Cohort

Computer Vision & Image Intelligence: Convolutional Neural Networks (CNNs)

Detailed session on Convolutional Neural Networks (CNNs)

August 29, 2026 1:00 PM (UTC)

Beta Cohort

Computer Vision & Image Intelligence: Image Augmentation & Processing

Detailed session on Image Augmentation & Processing

September 3, 2026 6:00 PM (UTC)

Beta Cohort

Natural Language Processing (NLP): Tokenization & Text Processing

Detailed session on Tokenization & Text Processing

September 5, 2026 1:00 PM (UTC)

Beta Cohort

Natural Language Processing (NLP): Sentiment Analysis & Language Models

Detailed session on Sentiment Analysis & Language Models

September 10, 2026 6:00 PM (UTC)

Beta Cohort

Generative AI & Large Language Models (LLMs): Understanding Transformers Architecture

Detailed session on Understanding Transformers Architecture

September 12, 2026 1:00 PM (UTC)

Beta Cohort

Generative AI & Large Language Models (LLMs): Advanced Prompt Engineering

Detailed session on Advanced Prompt Engineering

September 17, 2026 6:00 PM (UTC)

Beta Cohort

AI Deployment, APIs & MLOps: Model Registries & Versioning

Detailed session on Model Registries & Versioning

September 19, 2026 1:00 PM (UTC)

Beta Cohort

AI Deployment, APIs & MLOps: Deploying AI via REST APIs

Detailed session on Deploying AI via REST APIs

September 24, 2026 6:00 PM (UTC)

Beta Cohort

AI Automation & Intelligent Business Systems: Integrating AI into Workflows

Detailed session on Integrating AI into Workflows

September 26, 2026 1:00 PM (UTC)

Beta Cohort

AI Automation & Intelligent Business Systems: Customer Support AI Agents

Detailed session on Customer Support AI Agents

October 1, 2026 6:00 PM (UTC)

Beta Cohort

Advanced AI Systems & Executive Capstone: Multi-Agent AI Systems

Detailed session on Multi-Agent AI Systems

October 3, 2026 1:00 PM (UTC)

Beta Cohort

Advanced AI Systems & Executive Capstone: Executive Capstone Delivery

Detailed session on Executive Capstone Delivery

June 26, 2026 6:00 PM (UTC)

Beta Cohort

Welcome and LMS onboarding

July 3, 2026 6:00 PM (UTC)

Beta Cohort

Course Orientation and Tools setup

July 9, 2026 6:00 PM (UTC)

Beta Cohort

Foundations of AI & Intelligent Automation: AI vs. Traditional Automation

Detailed session on AI vs. Traditional Automation

July 11, 2026 1:00 PM (UTC)

Beta Cohort

Foundations of AI & Intelligent Automation: Introduction to Generative AI

Detailed session on Introduction to Generative AI

July 16, 2026 6:00 PM (UTC)

Beta Cohort

Prompt Engineering & AI Productivity: Structuring Effective Prompts

Detailed session on Structuring Effective Prompts

July 18, 2026 1:00 PM (UTC)

Beta Cohort

Prompt Engineering & AI Productivity: AI for Daily Operational Tasks

Detailed session on AI for Daily Operational Tasks

July 23, 2026 6:00 PM (UTC)

Beta Cohort

Workflow Architecture & Process Strategy: Mapping Business Processes

Detailed session on Mapping Business Processes

July 25, 2026 1:00 PM (UTC)

Beta Cohort

Workflow Architecture & Process Strategy: Event-Driven Logical Architectures

Detailed session on Event-Driven Logical Architectures

July 30, 2026 6:00 PM (UTC)

Beta Cohort

Intelligent Workflow Automation with Zapier: Navigating the Zapier Ecosystem

Detailed session on Navigating the Zapier Ecosystem

August 1, 2026 1:00 PM (UTC)

Beta Cohort

Intelligent Workflow Automation with Zapier: Automating CRM Integrations

Detailed session on Automating CRM Integrations

August 6, 2026 6:00 PM (UTC)

Beta Cohort

Advanced Workflow Systems with Make.com: Building Visual Workflows

Detailed session on Building Visual Workflows

August 8, 2026 1:00 PM (UTC)

Beta Cohort

Advanced Workflow Systems with Make.com: Conditional Routing & Logic

Detailed session on Conditional Routing & Logic

August 13, 2026 6:00 PM (UTC)

Beta Cohort

Mid-Cohort Break

Break Week - No Classes

August 20, 2026 6:00 PM (UTC)

Beta Cohort

Enterprise Automation Engineering with n8n: Self-Hosted n8n Operations

Detailed session on Self-Hosted n8n Operations

August 22, 2026 1:00 PM (UTC)

Beta Cohort

Enterprise Automation Engineering with n8n: Building Complex Enterprise Automations

Detailed session on Building Complex Enterprise Automations

August 27, 2026 6:00 PM (UTC)

Beta Cohort

Intelligent Data Systems & Reporting: Airtable Relational Databases

Detailed session on Airtable Relational Databases

August 29, 2026 1:00 PM (UTC)

Beta Cohort

Intelligent Data Systems & Reporting: Automated Executive Dashboards

Detailed session on Automated Executive Dashboards

September 3, 2026 6:00 PM (UTC)

Beta Cohort

APIs, Webhooks & Connected Systems: Webhooks Integration Basics

Detailed session on Webhooks Integration Basics

September 5, 2026 1:00 PM (UTC)

Beta Cohort

APIs, Webhooks & Connected Systems: Securing Connected Infrastructure

Detailed session on Securing Connected Infrastructure

September 10, 2026 6:00 PM (UTC)

Beta Cohort

Conversational AI & Intelligent Customer Experience: Designing Conversational Chatbots

Detailed session on Designing Conversational Chatbots

September 12, 2026 1:00 PM (UTC)

Beta Cohort

Conversational AI & Intelligent Customer Experience: Support Ticketing Automation

Detailed session on Support Ticketing Automation

September 17, 2026 6:00 PM (UTC)

Beta Cohort

Business Automation Strategy: Optimizing Marketing Automation

Detailed session on Optimizing Marketing Automation

September 19, 2026 1:00 PM (UTC)

Beta Cohort

Business Automation Strategy: HR & Operations Transformation

Detailed session on HR & Operations Transformation

September 24, 2026 6:00 PM (UTC)

Beta Cohort

AI Agents & Autonomous Decision Engines: Frameworks for AI Agents

Detailed session on Frameworks for AI Agents

September 26, 2026 1:00 PM (UTC)

Beta Cohort

AI Agents & Autonomous Decision Engines: Designing Autonomous Systems

Detailed session on Designing Autonomous Systems

October 1, 2026 6:00 PM (UTC)

Beta Cohort

Executive Digital Transformation Capstone: Strategic Transformation Formulation

Detailed session on Strategic Transformation Formulation

October 3, 2026 1:00 PM (UTC)

Beta Cohort

Executive Digital Transformation Capstone: Final Capstone Presentation

Detailed session on Final Capstone Presentation

June 26, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

Python Core & Control Flow

Variables, data types, loops, conditionals, list comprehensions, functions, and error handling.

June 26, 2026 6:00 PM (UTC)

Beta Cohort

Welcome and LMS onboarding

June 27, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

Data Structures, File I/O & Git Workflow Lab

Dictionaries, sets, tuples, lambda, map/filter, file reading/writing, and version control with Git.

July 3, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

NumPy for Computation

Array creation, slicing, broadcasting, universal functions, and linear algebra with NumPy.

July 3, 2026 6:00 PM (UTC)

Beta Cohort

Course Orientation and Tools setup

July 4, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

Pandas Data Wrangling & EDA

DataFrames, loc/iloc, merging, handling missing data, GroupBy, pivot tables, and exploratory data analysis.

July 9, 2026 6:00 PM (UTC)

Beta Cohort

Python Fundamentals & Version Control: Python Syntax & Environments

Detailed session on Python Syntax & Environments

July 10, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

Feature Engineering

Log transform, binning, polynomial features, one-hot encoding, label encoding, target encoding, and StandardScaler.

July 11, 2026 1:00 PM (UTC)

Beta Cohort

Python Fundamentals & Version Control: Git, GitHub & Versioning

Detailed session on Git, GitHub & Versioning

July 11, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

ML Workflow & Cross-Validation

Train/validation/test splits, stratified sampling, K-Fold CV, preventing data leakage, and building sklearn pipelines.

July 16, 2026 6:00 PM (UTC)

Beta Cohort

NumPy, Pandas & Visualization: Data Manipulation with Pandas

Detailed session on Data Manipulation with Pandas

July 17, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

Linear & Logistic Regression from Scratch

Least squares, gradient descent, normal equation, sigmoid, log-loss, and L1/L2 regularisation — implemented from scratch then compared with sklearn.

July 18, 2026 1:00 PM (UTC)

Beta Cohort

NumPy, Pandas & Visualization: Visualizing with Matplotlib & Seaborn

Detailed session on Visualizing with Matplotlib & Seaborn

July 18, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

Model Evaluation Deep Dive

ROC-AUC, PR curves, threshold tuning, confusion matrix, regression metrics (RMSE, MAE, R²) — Module 1 Assessment & Project briefing.

July 23, 2026 6:00 PM (UTC)

Beta Cohort

Feature Engineering & ML Pipeline Basics: Handling Missing Data & Scaling

Detailed session on Handling Missing Data & Scaling

July 24, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

Decision Trees & Random Forests

Gini impurity, entropy, information gain, bagging, OOB error, feature importance — build a Decision Tree from scratch.

July 25, 2026 1:00 PM (UTC)

Beta Cohort

Feature Engineering & ML Pipeline Basics: Cross-Validation & Pipeline Construction

Detailed session on Cross-Validation & Pipeline Construction

July 25, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

Handling Imbalanced Data

Class weighting, SMOTE, random undersampling, Tomek Links — measure precision/recall before and after resampling.

July 30, 2026 6:00 PM (UTC)

Beta Cohort

Regression Models: Linear Regression Fundamentals

Detailed session on Linear Regression Fundamentals

July 31, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

Support Vector Machines

Hyperplane, margin maximisation, soft margin, hinge loss, RBF & polynomial kernels — tune C and Gamma.

August 1, 2026 1:00 PM (UTC)

Beta Cohort

Regression Models: Logistic Regression for Classification

Detailed session on Logistic Regression for Classification

August 1, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

Naive Bayes & Text Classification

Gaussian, Multinomial & Bernoulli Naive Bayes, TF-IDF vectorisation, Laplace smoothing — spam/news classifier.

August 6, 2026 6:00 PM (UTC)

Beta Cohort

Tree-Based Models: Decision Trees & Entropy

Detailed session on Decision Trees & Entropy

August 7, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

Boosting Algorithms: AdaBoost, XGBoost & LightGBM

Boosting mechanics, exponential loss, learning rate, early stopping, and LightGBM leaf-wise growth.

August 8, 2026 1:00 PM (UTC)

Beta Cohort

Tree-Based Models: Random Forests & Ensemble Learning

Detailed session on Random Forests & Ensemble Learning

August 8, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

Bayesian Hyperparameter Optimisation with Optuna

Gaussian processes, acquisition functions, Optuna trials, AutoML with TPOT — tune XGBoost and compare.

August 13, 2026 6:00 PM (UTC)

Beta Cohort

Mid-Cohort Break

Break Week - No Classes

August 14, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

Unsupervised Learning: Clustering

K-Means objective & k-means++, elbow method, DBSCAN (eps, min_samples, noise), Hierarchical clustering & dendrograms.

August 15, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

Dimensionality Reduction: PCA, t-SNE & UMAP

Covariance matrix, eigenvalue decomposition, explained variance — PCA from scratch; t-SNE perplexity tuning; UMAP global structure. Module 2 Assessment & Project briefing.

August 20, 2026 6:00 PM (UTC)

Beta Cohort

SVM & Naive Bayes: Support Vector Machines & Kernels

Detailed session on Support Vector Machines & Kernels

August 21, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

Time Series Fundamentals & ARIMA

Timestamp indexing, resampling, rolling windows, stationarity (ADF test), ACF/PACF, ARIMA & SARIMA modelling.

August 22, 2026 1:00 PM (UTC)

Beta Cohort

SVM & Naive Bayes: Naive Bayes & Text Classification

Detailed session on Naive Bayes & Text Classification

August 22, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

Facebook Prophet & Recommender Systems

Prophet changepoints, holiday effects, uncertainty intervals; user-item matrices, cosine similarity, ALS matrix factorisation.

August 27, 2026 6:00 PM (UTC)

Beta Cohort

KNN, Boosting & AutoML: K-Nearest Neighbors & Clustering Intro

Detailed session on K-Nearest Neighbors & Clustering Intro

August 28, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

Advanced Hyperparameter Tuning & LLM Bridge

GridSearchCV vs RandomizedSearchCV vs Bayesian Optuna; from classical ML to transformers: attention, BERT, GPT, T5.

August 29, 2026 1:00 PM (UTC)

Beta Cohort

KNN, Boosting & AutoML: Gradient Boosting & XGBoost Mastery

Detailed session on Gradient Boosting & XGBoost Mastery

August 29, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

Neural Networks & Transformer Architectures

Perceptron, backpropagation, self-attention mechanism, GPT decoder-only vs BERT bidirectional encoder, prompt engineering basics.

September 3, 2026 6:00 PM (UTC)

Beta Cohort

Unsupervised Learning: K-Means & Principal Component Analysis (PCA)

Detailed session on K-Means & Principal Component Analysis (PCA)

September 4, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

LangChain Foundations

Chains, prompt templates, memory types (buffer, summary, entity), multi-step prompts, chain-of-thought and ReAct patterns.

September 5, 2026 1:00 PM (UTC)

Beta Cohort

Unsupervised Learning: Anomaly Detection Systems

Detailed session on Anomaly Detection Systems

September 5, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

RAG Pipelines, Vector Stores & LangChain Agents

Document loaders, text splitters, FAISS & Chroma embeddings, custom tools, agent types — build an end-to-end RAG chatbot.

September 10, 2026 6:00 PM (UTC)

Beta Cohort

Time Series & Recommender Systems: Forecasting with Time Series Data

Detailed session on Forecasting with Time Series Data

September 11, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

Generative Models: GANs & Diffusion

Generator/discriminator minimax game, DCGAN, WGAN, StyleGAN; forward/reverse diffusion, U-Net, Stable Diffusion.

September 12, 2026 1:00 PM (UTC)

Beta Cohort

Time Series & Recommender Systems: Building Collaborative Filtering Engines

Detailed session on Building Collaborative Filtering Engines

September 12, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

Deployment, AI Ethics & Career Launch

Streamlit/Flask LLM app deployment, API key management, bias in generative models, responsible AI. Module 3 Assessment & Project briefing.

September 17, 2026 6:00 PM (UTC)

Beta Cohort

Optimization & The ML-to-LLM Bridge: Hyperparameter Tuning with Optuna

Detailed session on Hyperparameter Tuning with Optuna

September 18, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

Capstone Project Workshop

Code review session, debugging, README polish, GitHub portfolio curation, CV & LinkedIn optimisation.

September 19, 2026 1:00 PM (UTC)

Beta Cohort

Optimization & The ML-to-LLM Bridge: Machine Learning Architecture for AI

Detailed session on Machine Learning Architecture for AI

September 19, 2026 5:00 PM (UTC)

Data Science & AI Mastery — Cohort 1 (2026)

Final Presentations & Graduation

Capstone demos, final assessment debrief, certificate award, alumni network onboarding, and career next steps.

September 24, 2026 6:00 PM (UTC)

Beta Cohort

LLM Integration with LangChain: Introduction to Large Language Models

Detailed session on Introduction to Large Language Models

September 26, 2026 1:00 PM (UTC)

Beta Cohort

LLM Integration with LangChain: Developing Apps with LangChain

Detailed session on Developing Apps with LangChain

October 1, 2026 6:00 PM (UTC)

Beta Cohort

Generative Models & Career Launch: Deploying Generative AI Applications

Detailed session on Deploying Generative AI Applications

October 3, 2026 1:00 PM (UTC)

Beta Cohort

Generative Models & Career Launch: Capstone Finalization & Portfolio Review

Detailed session on Capstone Finalization & Portfolio Review

June 26, 2026 6:00 PM (UTC)

Beta Cohort

Welcome and LMS onboarding

July 3, 2026 6:00 PM (UTC)

Beta Cohort

Course Orientation and Tools setup

July 9, 2026 6:00 PM (UTC)

Beta Cohort

Excel Fundamentals & Analysis: Introduction to Excel & Functions

Detailed session on Introduction to Excel & Functions

July 11, 2026 1:00 PM (UTC)

Beta Cohort

Excel Fundamentals & Analysis: Data Cleaning & Basic Analysis

Detailed session on Data Cleaning & Basic Analysis

July 16, 2026 6:00 PM (UTC)

Beta Cohort

Advanced Excel & Dashboards: Pivot Tables & Advanced Functions

Detailed session on Pivot Tables & Advanced Functions

July 18, 2026 1:00 PM (UTC)

Beta Cohort

Advanced Excel & Dashboards: Building Excel Dashboards

Detailed session on Building Excel Dashboards

July 23, 2026 6:00 PM (UTC)

Beta Cohort

SQL Architecture & Databases: Relational Database Concepts & SQL Basics

Detailed session on Relational Database Concepts & SQL Basics

July 25, 2026 1:00 PM (UTC)

Beta Cohort

SQL Architecture & Databases: Joins, Grouping & Aggregations

Detailed session on Joins, Grouping & Aggregations

July 30, 2026 6:00 PM (UTC)

Beta Cohort

Advanced SQL Engineering: Subqueries & Window Functions

Detailed session on Subqueries & Window Functions

August 1, 2026 1:00 PM (UTC)

Beta Cohort

Advanced SQL Engineering: Database Architecture & Optimization

Detailed session on Database Architecture & Optimization

August 6, 2026 6:00 PM (UTC)

Beta Cohort

Python for Data Automation: Python Basics & Data Structures

Detailed session on Python Basics & Data Structures

August 8, 2026 1:00 PM (UTC)

Beta Cohort

Python for Data Automation: Data Wrangling with Pandas

Detailed session on Data Wrangling with Pandas

August 13, 2026 6:00 PM (UTC)

Beta Cohort

Mid-Cohort Break

Break Week - No Classes

August 20, 2026 6:00 PM (UTC)

Beta Cohort

Advanced Python Modeling: Statistical Modeling in Python

Detailed session on Statistical Modeling in Python

August 22, 2026 1:00 PM (UTC)

Beta Cohort

Advanced Python Modeling: Building Automation Scripts

Detailed session on Building Automation Scripts

August 27, 2026 6:00 PM (UTC)

Beta Cohort

Power BI Fundamentals: Power BI Interface & Power Query

Detailed session on Power BI Interface & Power Query

August 29, 2026 1:00 PM (UTC)

Beta Cohort

Power BI Fundamentals: DAX Expressions & Relationships

Detailed session on DAX Expressions & Relationships

September 3, 2026 6:00 PM (UTC)

Beta Cohort

Tableau & Visual Analytics: Introduction to Tableau

Detailed session on Introduction to Tableau

September 5, 2026 1:00 PM (UTC)

Beta Cohort

Tableau & Visual Analytics: Advanced Tableau Dashboards

Detailed session on Advanced Tableau Dashboards

September 10, 2026 6:00 PM (UTC)

Beta Cohort

Data Storytelling & Strategy: Visualization Best Practices

Detailed session on Visualization Best Practices

September 12, 2026 1:00 PM (UTC)

Beta Cohort

Data Storytelling & Strategy: Crafting Business Narratives

Detailed session on Crafting Business Narratives

September 17, 2026 6:00 PM (UTC)

Beta Cohort

ETL & Dirty Data Pipelines: ETL Architecture & Principles

Detailed session on ETL Architecture & Principles

September 19, 2026 1:00 PM (UTC)

Beta Cohort

ETL & Dirty Data Pipelines: Transforming Messy Real-World Data

Detailed session on Transforming Messy Real-World Data

September 24, 2026 6:00 PM (UTC)

Beta Cohort

C-Suite Presentation Skills: Translating Technical Findings

Detailed session on Translating Technical Findings

September 26, 2026 1:00 PM (UTC)

Beta Cohort

C-Suite Presentation Skills: Executive Reporting & Strategy

Detailed session on Executive Reporting & Strategy

October 1, 2026 6:00 PM (UTC)

Beta Cohort

Executive Capstone: Capstone Scoping & Data Setup

Detailed session on Capstone Scoping & Data Setup

October 3, 2026 1:00 PM (UTC)

Beta Cohort

Executive Capstone: Final Capstone Defense

Detailed session on Final Capstone Defense

June 26, 2026 6:00 PM (UTC)

Beta Cohort

Welcome and LMS onboarding

July 3, 2026 6:00 PM (UTC)

Beta Cohort

Course Orientation and Tools setup

July 9, 2026 6:00 PM (UTC)

Beta Cohort

Foundations of Data Engineering: Role of the Data Engineer

Detailed session on Role of the Data Engineer

July 11, 2026 1:00 PM (UTC)

Beta Cohort

Foundations of Data Engineering: Cloud vs. On-Premise Architectures

Detailed session on Cloud vs. On-Premise Architectures

July 16, 2026 6:00 PM (UTC)

Beta Cohort

SQL Engineering & Advanced Data Manipulation: Query Performance Optimization

Detailed session on Query Performance Optimization

July 18, 2026 1:00 PM (UTC)

Beta Cohort

SQL Engineering & Advanced Data Manipulation: Advanced Analytical Window Functions

Detailed session on Advanced Analytical Window Functions

July 23, 2026 6:00 PM (UTC)

Beta Cohort

Relational & NoSQL Database Systems: PostgreSQL & MySQL Administration

Detailed session on PostgreSQL & MySQL Administration

July 25, 2026 1:00 PM (UTC)

Beta Cohort

Relational & NoSQL Database Systems: Working with MongoDB & Cassandra

Detailed session on Working with MongoDB & Cassandra

July 30, 2026 6:00 PM (UTC)

Beta Cohort

Python for Data Engineering: OS & Sys Module Scripting

Detailed session on OS & Sys Module Scripting

August 1, 2026 1:00 PM (UTC)

Beta Cohort

Python for Data Engineering: Parallel Processing in Python

Detailed session on Parallel Processing in Python

August 6, 2026 6:00 PM (UTC)

Beta Cohort

ETL & ELT Pipeline Engineering: Designing ETL Architectures

Detailed session on Designing ETL Architectures

August 8, 2026 1:00 PM (UTC)

Beta Cohort

ETL & ELT Pipeline Engineering: Introduction to Apache Airflow

Detailed session on Introduction to Apache Airflow

August 13, 2026 6:00 PM (UTC)

Beta Cohort

Mid-Cohort Break

Break Week - No Classes

August 20, 2026 6:00 PM (UTC)

Beta Cohort

Cloud Data Engineering: Data Lakes with AWS S3 & Redshift

Detailed session on Data Lakes with AWS S3 & Redshift

August 22, 2026 1:00 PM (UTC)

Beta Cohort

Cloud Data Engineering: GCP BigQuery Fundamentals

Detailed session on GCP BigQuery Fundamentals

August 27, 2026 6:00 PM (UTC)

Beta Cohort

Data Warehousing & Analytics Engineering: Star vs. Snowflake Schemas

Detailed session on Star vs. Snowflake Schemas

August 29, 2026 1:00 PM (UTC)

Beta Cohort

Data Warehousing & Analytics Engineering: Data Modeling with dbt

Detailed session on Data Modeling with dbt

September 3, 2026 6:00 PM (UTC)

Beta Cohort

Big Data Engineering & Distributed Systems: Hadoop Ecosystem & HDFS

Detailed session on Hadoop Ecosystem & HDFS

September 5, 2026 1:00 PM (UTC)

Beta Cohort

Big Data Engineering & Distributed Systems: Apache Spark & PySpark Processing

Detailed session on Apache Spark & PySpark Processing

September 10, 2026 6:00 PM (UTC)

Beta Cohort

Real-Time Data Processing & Streaming Systems: Kafka Architecture & Setup

Detailed session on Kafka Architecture & Setup

September 12, 2026 1:00 PM (UTC)

Beta Cohort

Real-Time Data Processing & Streaming Systems: Real-Time Streaming with Spark

Detailed session on Real-Time Streaming with Spark

September 17, 2026 6:00 PM (UTC)

Beta Cohort

APIs, Data Integration & Automation: Building REST APIs for Pipelines

Detailed session on Building REST APIs for Pipelines

September 19, 2026 1:00 PM (UTC)

Beta Cohort

APIs, Data Integration & Automation: Webhooks & Automated Triggers

Detailed session on Webhooks & Automated Triggers

September 24, 2026 6:00 PM (UTC)

Beta Cohort

Data Governance, Security & Compliance: Data Privacy, GDPR & PII

Detailed session on Data Privacy, GDPR & PII

September 26, 2026 1:00 PM (UTC)

Beta Cohort

Data Governance, Security & Compliance: Identity & Access Control Systems

Detailed session on Identity & Access Control Systems

October 1, 2026 6:00 PM (UTC)

Beta Cohort

AI Infrastructure & Intelligent Data Systems: Infrastructure for Serving ML Models

Detailed session on Infrastructure for Serving ML Models

October 3, 2026 1:00 PM (UTC)

Beta Cohort

AI Infrastructure & Intelligent Data Systems: Final Capstone Pipeline Deployment

Detailed session on Final Capstone Pipeline Deployment