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Cohort Class Schedule

View upcoming live classes and sessions for our active cohorts.

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)
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

Mid-Cohort Break

Break Week - No Classes

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)
Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Deep Learning with PyTorch: CNNs, RNNs, LSTM & GRU

Image Classification with CNN; Sequential Data with Recurrent Neural Networks; LSTM; GRU; Limitations of RNNs and LSTMs

August 8, 2026 1:00 PM (UTC)
Data Analytics for Business Professionals - Beta Cohort

Mid-Cohort Break

Break Week - No Classes

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)
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

Data Analysis with Excel: Data Visualization & Charts in Excel

Introduction to Data Visualization; Selecting Appropriate Visuals for Different Data Types; Creating Charts (Bar, Pie, Line, Histogram, Scatter Plot); Conditional Formatting for Quick Data Analysis

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)
Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Mid-Cohort Break

Mid-Cohort Break

August 13, 2026 6:00 PM (UTC)
Data Analytics for Business Professionals - Beta Cohort

Data Analysis with Excel: Data Visualization & Charts in Excel

Introduction to Data Visualization; Selecting Appropriate Visuals for Different Data Types; Creating Charts (Bar, Pie, Line, Histogram, Scatter Plot); Conditional Formatting for Quick Data Analysis

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 1:00 PM (UTC)
Full-Stack Data Analytics - Beta Cohort

Data Analysis with Excel: EDA & Excel Dashboard Project

Conducting Exploratory Data Analysis (EDA) in Excel; Building Dashboards in Excel for Interactive Reporting; Excel Project: Dataset Selection, Data Cleaning, Transformation, Analysis, and Dashboard Creation

August 15, 2026 1:00 PM (UTC)
Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Mid-Cohort Break

Mid-Cohort Break

August 15, 2026 1:00 PM (UTC)
Data Analytics for Business Professionals - Beta Cohort

Data Analysis with Excel: EDA & Excel Dashboard Project

Conducting Exploratory Data Analysis (EDA) in Excel; Building Dashboards in Excel for Interactive Reporting; Excel Project: Dataset Selection, Data Cleaning, Transformation, Analysis, and Dashboard Creation

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)
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

Data Narratives & Visualization with Power BI: Getting Started with Power BI

Data Analytics and Microsoft; Getting Started with Power BI; Getting Data in Power BI; Optimizing Performance; Resolving Data Errors; Lab: Preparing Data in Power BI Desktop

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)
Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Natural Language Processing (NLP) and Generative AI: Text Preprocessing & Word Embeddings

Tokenization; Text Preprocessing (Stop Word Removal, Stemming and Lemmatization); Text Representation (BoW, TF-IDF); Word Embeddings

August 20, 2026 6:00 PM (UTC)
Data Analytics for Business Professionals - Beta Cohort

Data Narratives & Visualization with Power BI: Getting Started with Power BI

Data Analytics and Microsoft; Getting Started with Power BI; Getting Data in Power BI; Optimizing Performance; Resolving Data Errors; Lab: Preparing Data in Power BI Desktop

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)
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

Data Narratives & Visualization with Power BI: Shaping & Loading Data in Power BI

Shaping the Data; Profiling the Data; Enhancing the Data Structure; Cleaning, Transforming, and Loading Data in Power BI; Lab: Loading Data in Power BI Desktop

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)
Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Natural Language Processing (NLP) and Generative AI: NLP Tasks & Text Classification

Common NLP Tasks; Text Classification with Machine Learning Models

August 22, 2026 1:00 PM (UTC)
Data Analytics for Business Professionals - Beta Cohort

Data Narratives & Visualization with Power BI: Shaping & Loading Data in Power BI

Shaping the Data; Profiling the Data; Enhancing the Data Structure; Cleaning, Transforming, and Loading Data in Power BI; Lab: Loading Data in Power BI Desktop

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)
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

Data Narratives & Visualization with Power BI: Data Modeling & Introduction to DAX

Introduction to Data Modeling; Working with Tables; Dimensions and Hierarchies; Lab: Creating Model Relationships, Configuring Tables and Column Properties, Creating Hierarchies; Introduction to DAX

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)
Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Natural Language Processing (NLP) and Generative AI: LLMs & Transformer Architecture

Large Language Models; Foundational Models; Transformer Architecture (Encoder, Decoder, Self-Attention Mechanism)

August 27, 2026 6:00 PM (UTC)
Data Analytics for Business Professionals - Beta Cohort

Data Narratives & Visualization with Power BI: Data Modeling & Introduction to DAX

Introduction to Data Modeling; Working with Tables; Dimensions and Hierarchies; Lab: Creating Model Relationships, Configuring Tables and Column Properties, Creating Hierarchies; Introduction to DAX

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)
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

Data Narratives & Visualization with Power BI: Advanced DAX & Model Optimization

Advanced DAX Concepts; Lab: Introduction to DAX (Calculated Tables, Calculated Columns, Measures); Lab: Advanced DAX (CALCULATE() Function, Time Intelligence Functions); Optimizing the Data Model for Performance

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)
Artificial Intelligence & Machine Learning Engineering - Beta Cohort

Natural Language Processing (NLP) and Generative AI: GANs, Prompt Injection & Evaluation Metrics

Prompt Injection; Hallucination; GANs (Generator and Discriminator); Evaluation Metrics (ROUGE Score, BLEU, METEOR and Perplexity)

August 29, 2026 1:00 PM (UTC)
Data Analytics for Business Professionals - Beta Cohort

Data Narratives & Visualization with Power BI: Advanced DAX & Model Optimization

Advanced DAX Concepts; Lab: Introduction to DAX (Calculated Tables, Calculated Columns, Measures); Lab: Advanced DAX (CALCULATE() Function, Time Intelligence Functions); Optimizing the Data Model for Performance

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)
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

Data Narratives & Visualization with Power BI: Designing & Enhancing Power BI Reports

Optimizing DirectQuery Models; Designing a Report; Enhancing the Report; Lab: Designing a Report in Power BI Desktop; Lab: Enhancing Reports (Sync Slicers, Drillthrough, Conditional Formatting, Bookmarks)

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)
Artificial Intelligence & Machine Learning Engineering - Beta Cohort

AI Agents and RAG: Workflows vs AI Agents & Structured Output

What is a Workflow?; Workflow vs AI Agent; LLM APIs; Guardrails; Prompt Engineering; Roles (User, Assistant, System); Structured Output with Pydantic Models

September 3, 2026 6:00 PM (UTC)
Data Analytics for Business Professionals - Beta Cohort

Data Narratives & Visualization with Power BI: Designing & Enhancing Power BI Reports

Optimizing DirectQuery Models; Designing a Report; Enhancing the Report; Lab: Designing a Report in Power BI Desktop; Lab: Enhancing Reports (Sync Slicers, Drillthrough, Conditional Formatting, Bookmarks)

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)
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

Data Narratives & Visualization with Power BI: Power BI Dashboards & Capstone Project

Creating Dashboards in Power BI; Publishing and Sharing Reports; Power BI Service Overview; Power BI Project: Real-World Dataset, Cleaning, Modelling, Analyzing Data; Designing Interactive Dashboard and Crafting Narrative

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)
Artificial Intelligence & Machine Learning Engineering - Beta Cohort

AI Agents and RAG: Tool Calling, Memory & Context Engineering

LLM APIs; Tool Calling; Memory; Context Engineering; Prompt Chaining, Parallelization and Routing

September 5, 2026 1:00 PM (UTC)
Data Analytics for Business Professionals - Beta Cohort

Data Narratives & Visualization with Power BI: Power BI Dashboards & Capstone Project

Creating Dashboards in Power BI; Publishing and Sharing Reports; Power BI Service Overview; Power BI Project: Real-World Dataset, Cleaning, Modelling, Analyzing Data; Designing Interactive Dashboard and Crafting Narrative

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)
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

Querying, Cleaning & Organizing Data with SQL: Introduction to SQL & Relational Databases

Overview of SQL as a Language; Common Use Cases of SQL; Importance of SQL in Data Querying; Introduction to DBMS; Understanding Relational Databases; Entity Relationship Diagrams (ERD); Setting Up PostgreSQL and pgAdmin

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)
Artificial Intelligence & Machine Learning Engineering - Beta Cohort

AI Agents and RAG: AI Agents with LangChain

AI Agents (with LangChain and LangGraph); LangChain Components; Tool Calling; Structured Output

September 10, 2026 6:00 PM (UTC)
Data Analytics for Business Professionals - Beta Cohort

Querying, Cleaning & Organizing Data with SQL: Introduction to SQL & Relational Databases

Overview of SQL as a Language; Common Use Cases of SQL; Importance of SQL in Data Querying; Introduction to DBMS; Understanding Relational Databases; Entity Relationship Diagrams (ERD); Setting Up PostgreSQL and pgAdmin

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)
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

Querying, Cleaning & Organizing Data with SQL: SQL Statement Types & Filtering with WHERE

Types of SQL Statements (DDL, DML, DCL, TCL); Querying Single and Multiple Tables; Selecting Specific Columns and Filtering with WHERE; Arithmetic Operators; Logical Operators (AND, OR, NOT); Comparison Operators (=, <, >, <=, >=, <>)

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)
Artificial Intelligence & Machine Learning Engineering - Beta Cohort

AI Agents and RAG: Agent Orchestration with LangGraph

LangGraph for Orchestration; Nodes, Edges and State; Conditional Edges; Reducers; Building Agents with LangGraph

September 12, 2026 1:00 PM (UTC)
Data Analytics for Business Professionals - Beta Cohort

Querying, Cleaning & Organizing Data with SQL: SQL Statement Types & Filtering with WHERE

Types of SQL Statements (DDL, DML, DCL, TCL); Querying Single and Multiple Tables; Selecting Specific Columns and Filtering with WHERE; Arithmetic Operators; Logical Operators (AND, OR, NOT); Comparison Operators (=, <, >, <=, >=, <>)

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 Analytics for Business Professionals - Beta Cohort

Querying, Cleaning & Organizing Data with SQL: SQL JOINs & Keys

Purpose of JOINs; Primary and Foreign Keys; Aliasing Tables and Columns; Types of JOINs (INNER, LEFT, RIGHT, FULL, SELF, CROSS); Practical JOIN Exercises with Real Datasets

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)
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

Querying, Cleaning & Organizing Data with SQL: SQL JOINs & Keys

Purpose of JOINs; Primary and Foreign Keys; Aliasing Tables and Columns; Types of JOINs (INNER, LEFT, RIGHT, FULL, SELF, CROSS); Practical JOIN Exercises with Real Datasets

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)
Artificial Intelligence & Machine Learning Engineering - Beta Cohort

AI Agents and RAG: Introduction to RAG

Introduction to RAG (Retrieval-Augmented Generation); Why RAG; Understanding the RAG Pipeline

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

Querying, Cleaning & Organizing Data with SQL: Subqueries, CTEs & Window Functions

Subqueries (Single-row, Multi-row, Correlated); Common Table Expressions (CTEs); Aggregate Functions (COUNT, SUM, AVG, MIN, MAX); GROUP BY and HAVING Clauses; Window Functions (ROW_NUMBER, RANK, DENSE_RANK, LEAD, LAG)

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)
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

Querying, Cleaning & Organizing Data with SQL: Subqueries, CTEs & Window Functions

Subqueries (Single-row, Multi-row, Correlated); Common Table Expressions (CTEs); Aggregate Functions (COUNT, SUM, AVG, MIN, MAX); GROUP BY and HAVING Clauses; Window Functions (ROW_NUMBER, RANK, DENSE_RANK, LEAD, LAG)

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 1:00 PM (UTC)
Artificial Intelligence & Machine Learning Engineering - Beta Cohort

AI Agents and RAG: Building RAG Systems: Chunking & Vector Databases

Building RAG System 1; Knowledge Source; Document Loading; Chunking; Embedding; Vector Databases; Similarity Search and Retrievers

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

Querying, Cleaning & Organizing Data with SQL: Data Cleaning & Indexing in SQL

Handling Missing Data in SQL; Standardizing and Normalizing Data; Removing Duplicates; Indexing for Faster Queries; Views for Organized Reporting; Stored Procedures and Functions

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)
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

Querying, Cleaning & Organizing Data with SQL: Data Cleaning & Indexing in SQL

Handling Missing Data in SQL; Standardizing and Normalizing Data; Removing Duplicates; Indexing for Faster Queries; Views for Organized Reporting; Stored Procedures and Functions

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 24, 2026 6:00 PM (UTC)
Artificial Intelligence & Machine Learning Engineering - Beta Cohort

AI Agents and RAG: Building RAG Systems Part 2

Building RAG System 2; Knowledge Source; Document Loading; Chunking; Embedding; Vector Databases; Similarity Search and Retrievers

September 26, 2026 1:00 PM (UTC)
Data Analytics for Business Professionals - Beta Cohort

Querying, Cleaning & Organizing Data with SQL: SQL Project: Cleaning & Complex Queries

SQL Project: Loading, Cleaning, and Organizing Data; Performing Complex Queries Including Joins; Aggregating and Analyzing Data to Derive Insights; Query Optimization Best Practices

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)
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

Querying, Cleaning & Organizing Data with SQL: SQL Project: Cleaning & Complex Queries

SQL Project: Loading, Cleaning, and Organizing Data; Performing Complex Queries Including Joins; Aggregating and Analyzing Data to Derive Insights; Query Optimization Best Practices

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

September 26, 2026 1:00 PM (UTC)
Artificial Intelligence & Machine Learning Engineering - Beta Cohort

AI Agents and RAG: AI Evaluation & Deployment

AI Evaluation; Deployment

October 1, 2026 6:00 PM (UTC)
Data Analytics for Business Professionals - Beta Cohort

Querying, Cleaning & Organizing Data with SQL: Advanced SQL & Data Pipeline Concepts

Advanced SQL: Recursive CTEs, Pivoting Data, Dynamic SQL; SQL Best Practices and Performance Tuning; Integrating SQL with Excel and Power BI Workflows; Data Pipeline Concepts

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)
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

Querying, Cleaning & Organizing Data with SQL: Advanced SQL & Data Pipeline Concepts

Advanced SQL: Recursive CTEs, Pivoting Data, Dynamic SQL; SQL Best Practices and Performance Tuning; Integrating SQL with Excel and Power BI Workflows; Data Pipeline Concepts

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

Querying, Cleaning & Organizing Data with SQL: Final Presentations & Capstone Planning

Final SQL Project Presentations and Peer Review; Bootcamp Wrap-Up: Consolidating Excel, SQL, and Power BI Skills; Portfolio Guidance and Career Next Steps; Capstone Project Introduction and Planning

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)
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

Querying, Cleaning & Organizing Data with SQL: Final Presentations & Capstone Planning

Final SQL Project Presentations and Peer Review; Bootcamp Wrap-Up: Consolidating Excel, SQL, and Power BI Skills; Portfolio Guidance and Career Next Steps; Capstone Project Introduction and Planning

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

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August 8, 2026 1:00 PM (UTC)
Beta Cohort

Mid-Cohort Break

Break Week - No Classes

August 13, 2026 6:00 PM (UTC)
Beta Cohort

Data Analysis with Excel: Data Visualization & Charts in Excel

Introduction to Data Visualization; Selecting Appropriate Visuals for Different Data Types; Creating Charts (Bar, Pie, Line, Histogram, Scatter Plot); Conditional Formatting for Quick Data Analysis

August 15, 2026 1:00 PM (UTC)
Beta Cohort

Data Analysis with Excel: EDA & Excel Dashboard Project

Conducting Exploratory Data Analysis (EDA) in Excel; Building Dashboards in Excel for Interactive Reporting; Excel Project: Dataset Selection, Data Cleaning, Transformation, Analysis, and Dashboard Creation

August 20, 2026 6:00 PM (UTC)
Beta Cohort

Data Narratives & Visualization with Power BI: Getting Started with Power BI

Data Analytics and Microsoft; Getting Started with Power BI; Getting Data in Power BI; Optimizing Performance; Resolving Data Errors; Lab: Preparing Data in Power BI Desktop

August 22, 2026 1:00 PM (UTC)
Beta Cohort

Data Narratives & Visualization with Power BI: Shaping & Loading Data in Power BI

Shaping the Data; Profiling the Data; Enhancing the Data Structure; Cleaning, Transforming, and Loading Data in Power BI; Lab: Loading Data in Power BI Desktop

August 27, 2026 6:00 PM (UTC)
Beta Cohort

Data Narratives & Visualization with Power BI: Data Modeling & Introduction to DAX

Introduction to Data Modeling; Working with Tables; Dimensions and Hierarchies; Lab: Creating Model Relationships, Configuring Tables and Column Properties, Creating Hierarchies; Introduction to DAX

August 29, 2026 1:00 PM (UTC)
Beta Cohort

Data Narratives & Visualization with Power BI: Advanced DAX & Model Optimization

Advanced DAX Concepts; Lab: Introduction to DAX (Calculated Tables, Calculated Columns, Measures); Lab: Advanced DAX (CALCULATE() Function, Time Intelligence Functions); Optimizing the Data Model for Performance

September 3, 2026 6:00 PM (UTC)
Beta Cohort

Data Narratives & Visualization with Power BI: Designing & Enhancing Power BI Reports

Optimizing DirectQuery Models; Designing a Report; Enhancing the Report; Lab: Designing a Report in Power BI Desktop; Lab: Enhancing Reports (Sync Slicers, Drillthrough, Conditional Formatting, Bookmarks)

September 5, 2026 1:00 PM (UTC)
Beta Cohort

Data Narratives & Visualization with Power BI: Power BI Dashboards & Capstone Project

Creating Dashboards in Power BI; Publishing and Sharing Reports; Power BI Service Overview; Power BI Project: Real-World Dataset, Cleaning, Modelling, Analyzing Data; Designing Interactive Dashboard and Crafting Narrative

September 10, 2026 6:00 PM (UTC)
Beta Cohort

Querying, Cleaning & Organizing Data with SQL: Introduction to SQL & Relational Databases

Overview of SQL as a Language; Common Use Cases of SQL; Importance of SQL in Data Querying; Introduction to DBMS; Understanding Relational Databases; Entity Relationship Diagrams (ERD); Setting Up PostgreSQL and pgAdmin

September 12, 2026 1:00 PM (UTC)
Beta Cohort

Querying, Cleaning & Organizing Data with SQL: SQL Statement Types & Filtering with WHERE

Types of SQL Statements (DDL, DML, DCL, TCL); Querying Single and Multiple Tables; Selecting Specific Columns and Filtering with WHERE; Arithmetic Operators; Logical Operators (AND, OR, NOT); Comparison Operators (=, <, >, <=, >=, <>)

September 17, 2026 6:00 PM (UTC)
Beta Cohort

Querying, Cleaning & Organizing Data with SQL: SQL JOINs & Keys

Purpose of JOINs; Primary and Foreign Keys; Aliasing Tables and Columns; Types of JOINs (INNER, LEFT, RIGHT, FULL, SELF, CROSS); Practical JOIN Exercises with Real Datasets

September 19, 2026 1:00 PM (UTC)
Beta Cohort

Querying, Cleaning & Organizing Data with SQL: Subqueries, CTEs & Window Functions

Subqueries (Single-row, Multi-row, Correlated); Common Table Expressions (CTEs); Aggregate Functions (COUNT, SUM, AVG, MIN, MAX); GROUP BY and HAVING Clauses; Window Functions (ROW_NUMBER, RANK, DENSE_RANK, LEAD, LAG)

September 24, 2026 6:00 PM (UTC)
Beta Cohort

Querying, Cleaning & Organizing Data with SQL: Data Cleaning & Indexing in SQL

Handling Missing Data in SQL; Standardizing and Normalizing Data; Removing Duplicates; Indexing for Faster Queries; Views for Organized Reporting; Stored Procedures and Functions

September 26, 2026 1:00 PM (UTC)
Beta Cohort

Querying, Cleaning & Organizing Data with SQL: SQL Project: Cleaning & Complex Queries

SQL Project: Loading, Cleaning, and Organizing Data; Performing Complex Queries Including Joins; Aggregating and Analyzing Data to Derive Insights; Query Optimization Best Practices

October 1, 2026 6:00 PM (UTC)
Beta Cohort

Querying, Cleaning & Organizing Data with SQL: Advanced SQL & Data Pipeline Concepts

Advanced SQL: Recursive CTEs, Pivoting Data, Dynamic SQL; SQL Best Practices and Performance Tuning; Integrating SQL with Excel and Power BI Workflows; Data Pipeline Concepts

October 3, 2026 1:00 PM (UTC)
Beta Cohort

Querying, Cleaning & Organizing Data with SQL: Final Presentations & Capstone Planning

Final SQL Project Presentations and Peer Review; Bootcamp Wrap-Up: Consolidating Excel, SQL, and Power BI Skills; Portfolio Guidance and Career Next Steps; Capstone Project Introduction and Planning

August 8, 2026 1:00 PM (UTC)
Beta Cohort

Deep Learning with PyTorch: CNNs, RNNs, LSTM & GRU

Image Classification with CNN; Sequential Data with Recurrent Neural Networks; LSTM; GRU; Limitations of RNNs and LSTMs

August 13, 2026 6:00 PM (UTC)
Beta Cohort

Mid-Cohort Break

Mid-Cohort Break

August 15, 2026 1:00 PM (UTC)
Beta Cohort

Mid-Cohort Break

Mid-Cohort Break

August 20, 2026 6:00 PM (UTC)
Beta Cohort

Natural Language Processing (NLP) and Generative AI: Text Preprocessing & Word Embeddings

Tokenization; Text Preprocessing (Stop Word Removal, Stemming and Lemmatization); Text Representation (BoW, TF-IDF); Word Embeddings

August 22, 2026 1:00 PM (UTC)
Beta Cohort

Natural Language Processing (NLP) and Generative AI: NLP Tasks & Text Classification

Common NLP Tasks; Text Classification with Machine Learning Models

August 27, 2026 6:00 PM (UTC)
Beta Cohort

Natural Language Processing (NLP) and Generative AI: LLMs & Transformer Architecture

Large Language Models; Foundational Models; Transformer Architecture (Encoder, Decoder, Self-Attention Mechanism)

August 29, 2026 1:00 PM (UTC)
Beta Cohort

Natural Language Processing (NLP) and Generative AI: GANs, Prompt Injection & Evaluation Metrics

Prompt Injection; Hallucination; GANs (Generator and Discriminator); Evaluation Metrics (ROUGE Score, BLEU, METEOR and Perplexity)

September 3, 2026 6:00 PM (UTC)
Beta Cohort

AI Agents and RAG: Workflows vs AI Agents & Structured Output

What is a Workflow?; Workflow vs AI Agent; LLM APIs; Guardrails; Prompt Engineering; Roles (User, Assistant, System); Structured Output with Pydantic Models

September 5, 2026 1:00 PM (UTC)
Beta Cohort

AI Agents and RAG: Tool Calling, Memory & Context Engineering

LLM APIs; Tool Calling; Memory; Context Engineering; Prompt Chaining, Parallelization and Routing

September 10, 2026 6:00 PM (UTC)
Beta Cohort

AI Agents and RAG: AI Agents with LangChain

AI Agents (with LangChain and LangGraph); LangChain Components; Tool Calling; Structured Output

September 12, 2026 1:00 PM (UTC)
Beta Cohort

AI Agents and RAG: Agent Orchestration with LangGraph

LangGraph for Orchestration; Nodes, Edges and State; Conditional Edges; Reducers; Building Agents with LangGraph

September 17, 2026 6:00 PM (UTC)
Beta Cohort

AI Agents and RAG: Introduction to RAG

Introduction to RAG (Retrieval-Augmented Generation); Why RAG; Understanding the RAG Pipeline

September 19, 2026 1:00 PM (UTC)
Beta Cohort

AI Agents and RAG: Building RAG Systems: Chunking & Vector Databases

Building RAG System 1; Knowledge Source; Document Loading; Chunking; Embedding; Vector Databases; Similarity Search and Retrievers

September 24, 2026 6:00 PM (UTC)
Beta Cohort

AI Agents and RAG: Building RAG Systems Part 2

Building RAG System 2; Knowledge Source; Document Loading; Chunking; Embedding; Vector Databases; Similarity Search and Retrievers

September 26, 2026 1:00 PM (UTC)
Beta Cohort

AI Agents and RAG: AI Evaluation & Deployment

AI Evaluation; Deployment

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

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

August 8, 2026 1:00 PM (UTC)
Beta Cohort

Mid-Cohort Break

Break Week - No Classes

August 13, 2026 6:00 PM (UTC)
Beta Cohort

Data Analysis with Excel: Data Visualization & Charts in Excel

Introduction to Data Visualization; Selecting Appropriate Visuals for Different Data Types; Creating Charts (Bar, Pie, Line, Histogram, Scatter Plot); Conditional Formatting for Quick Data Analysis

August 15, 2026 1:00 PM (UTC)
Beta Cohort

Data Analysis with Excel: EDA & Excel Dashboard Project

Conducting Exploratory Data Analysis (EDA) in Excel; Building Dashboards in Excel for Interactive Reporting; Excel Project: Dataset Selection, Data Cleaning, Transformation, Analysis, and Dashboard Creation

August 20, 2026 6:00 PM (UTC)
Beta Cohort

Data Narratives & Visualization with Power BI: Getting Started with Power BI

Data Analytics and Microsoft; Getting Started with Power BI; Getting Data in Power BI; Optimizing Performance; Resolving Data Errors; Lab: Preparing Data in Power BI Desktop

August 22, 2026 1:00 PM (UTC)
Beta Cohort

Data Narratives & Visualization with Power BI: Shaping & Loading Data in Power BI

Shaping the Data; Profiling the Data; Enhancing the Data Structure; Cleaning, Transforming, and Loading Data in Power BI; Lab: Loading Data in Power BI Desktop

August 27, 2026 6:00 PM (UTC)
Beta Cohort

Data Narratives & Visualization with Power BI: Data Modeling & Introduction to DAX

Introduction to Data Modeling; Working with Tables; Dimensions and Hierarchies; Lab: Creating Model Relationships, Configuring Tables and Column Properties, Creating Hierarchies; Introduction to DAX

August 29, 2026 1:00 PM (UTC)
Beta Cohort

Data Narratives & Visualization with Power BI: Advanced DAX & Model Optimization

Advanced DAX Concepts; Lab: Introduction to DAX (Calculated Tables, Calculated Columns, Measures); Lab: Advanced DAX (CALCULATE() Function, Time Intelligence Functions); Optimizing the Data Model for Performance

September 3, 2026 6:00 PM (UTC)
Beta Cohort

Data Narratives & Visualization with Power BI: Designing & Enhancing Power BI Reports

Optimizing DirectQuery Models; Designing a Report; Enhancing the Report; Lab: Designing a Report in Power BI Desktop; Lab: Enhancing Reports (Sync Slicers, Drillthrough, Conditional Formatting, Bookmarks)

September 5, 2026 1:00 PM (UTC)
Beta Cohort

Data Narratives & Visualization with Power BI: Power BI Dashboards & Capstone Project

Creating Dashboards in Power BI; Publishing and Sharing Reports; Power BI Service Overview; Power BI Project: Real-World Dataset, Cleaning, Modelling, Analyzing Data; Designing Interactive Dashboard and Crafting Narrative

September 10, 2026 6:00 PM (UTC)
Beta Cohort

Querying, Cleaning & Organizing Data with SQL: Introduction to SQL & Relational Databases

Overview of SQL as a Language; Common Use Cases of SQL; Importance of SQL in Data Querying; Introduction to DBMS; Understanding Relational Databases; Entity Relationship Diagrams (ERD); Setting Up PostgreSQL and pgAdmin

September 12, 2026 1:00 PM (UTC)
Beta Cohort

Querying, Cleaning & Organizing Data with SQL: SQL Statement Types & Filtering with WHERE

Types of SQL Statements (DDL, DML, DCL, TCL); Querying Single and Multiple Tables; Selecting Specific Columns and Filtering with WHERE; Arithmetic Operators; Logical Operators (AND, OR, NOT); Comparison Operators (=, <, >, <=, >=, <>)

September 17, 2026 6:00 PM (UTC)
Beta Cohort

Querying, Cleaning & Organizing Data with SQL: SQL JOINs & Keys

Purpose of JOINs; Primary and Foreign Keys; Aliasing Tables and Columns; Types of JOINs (INNER, LEFT, RIGHT, FULL, SELF, CROSS); Practical JOIN Exercises with Real Datasets

September 19, 2026 1:00 PM (UTC)
Beta Cohort

Querying, Cleaning & Organizing Data with SQL: Subqueries, CTEs & Window Functions

Subqueries (Single-row, Multi-row, Correlated); Common Table Expressions (CTEs); Aggregate Functions (COUNT, SUM, AVG, MIN, MAX); GROUP BY and HAVING Clauses; Window Functions (ROW_NUMBER, RANK, DENSE_RANK, LEAD, LAG)

September 24, 2026 6:00 PM (UTC)
Beta Cohort

Querying, Cleaning & Organizing Data with SQL: Data Cleaning & Indexing in SQL

Handling Missing Data in SQL; Standardizing and Normalizing Data; Removing Duplicates; Indexing for Faster Queries; Views for Organized Reporting; Stored Procedures and Functions

September 26, 2026 1:00 PM (UTC)
Beta Cohort

Querying, Cleaning & Organizing Data with SQL: SQL Project: Cleaning & Complex Queries

SQL Project: Loading, Cleaning, and Organizing Data; Performing Complex Queries Including Joins; Aggregating and Analyzing Data to Derive Insights; Query Optimization Best Practices

October 1, 2026 6:00 PM (UTC)
Beta Cohort

Querying, Cleaning & Organizing Data with SQL: Advanced SQL & Data Pipeline Concepts

Advanced SQL: Recursive CTEs, Pivoting Data, Dynamic SQL; SQL Best Practices and Performance Tuning; Integrating SQL with Excel and Power BI Workflows; Data Pipeline Concepts

October 3, 2026 1:00 PM (UTC)
Beta Cohort

Querying, Cleaning & Organizing Data with SQL: Final Presentations & Capstone Planning

Final SQL Project Presentations and Peer Review; Bootcamp Wrap-Up: Consolidating Excel, SQL, and Power BI Skills; Portfolio Guidance and Career Next Steps; Capstone Project Introduction and Planning

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

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No upcoming schedules found for this course.

No upcoming schedules found for this course.

No upcoming schedules found for this course.

No upcoming schedules found for this course.

No upcoming schedules found for this course.

No upcoming schedules found for this course.

No upcoming schedules found for this course.

No upcoming schedules found for this course.

No upcoming schedules found for this course.