Recordings

Training Video 1

IntelliForge AI Training

Watch this training session to learn key concepts and best practices from IntelliForge AI.

February 26, 2026

Training Video 2

IntelliForge AI Training

Continue your learning with this second training session covering advanced topics.

February 26, 2026

Upskill Cohort 1 Warm Up

12-Week AI Upskill RoadMap · Programme Overview

127m

Upskill Warm Up 02 - Build Your Digital Profile

12-Week AI Upskill RoadMap · Programme Overview

124m

Google Drive Link

12-Week AI Upskill RoadMap · Programme Overview

AI/ML Fundamentals

12-Week AI Upskill RoadMap · W01 — AI & LLM Foundations

110m

AI/ML Fundamentals - Continued

12-Week AI Upskill RoadMap · W01 — AI & LLM Foundations

112m

Prompting Techniques - 01

12-Week AI Upskill RoadMap · W01 — AI & LLM Foundations

60m

Prompting Techniques - 02

12-Week AI Upskill RoadMap · W01 — AI & LLM Foundations

60m

Claude and Multi Turn AI ChatBot

12-Week AI Upskill RoadMap · W01 — AI & LLM Foundations

124m

Claude and Multi Turn AI ChatBot

12-Week AI Upskill RoadMap · W02 — AI Engineering Toolkit

124m

Week 2 - AI SDK vs AI Framework

12-Week AI Upskill RoadMap · W02 — AI Engineering Toolkit

123m

Structured Output - AI Tools

12-Week AI Upskill RoadMap · W02 — AI Engineering Toolkit

115m

AI Eval and BenchMarking

12-Week AI Upskill RoadMap · W02 — AI Engineering Toolkit

105m

AI Eval and AI Testing Harness

12-Week AI Upskill RoadMap · W02 — AI Engineering Toolkit

128m

Deploy your ChatBot on Vercel Server

12-Week AI Upskill RoadMap · W02 — AI Engineering Toolkit

139m

Spec Driven Development

12-Week AI Upskill RoadMap · W03 — Vector Databases & Embeddings

121m

Vector Databases Setup

12-Week AI Upskill RoadMap · W03 — Vector Databases & Embeddings

124m

Embedding and Vector Database - 6th September

12-Week AI Upskill RoadMap · W03 — Vector Databases & Embeddings

145m

Embedding and Vector Databases run in local

12-Week AI Upskill RoadMap · W03 — Vector Databases & Embeddings

193m

Deploying Full Stack RAG Application - Vercel and GitHub Actions

12-Week AI Upskill RoadMap · W03 — Vector Databases & Embeddings

210m

RAG Architecture 01

12-Week AI Upskill RoadMap · W04 — RAG Systems Architecture

192m

RAG Architecture 02

12-Week AI Upskill RoadMap · W04 — RAG Systems Architecture

193m

LLM Introduction — What Is a Language Model, Really

Building AI Agents · Stage 01 · Foundations — the substrate under every agent

60m

LLMs from Scratch — Build the Mechanism Bottom-Up

Building AI Agents · Stage 01 · Foundations — the substrate under every agent

60m

Building Effective Agents — The Talk

Building AI Agents · Stage 02 · Agent Patterns — control, not magic

45m

Building an Agent from Scratch

Building AI Agents · Stage 02 · Agent Patterns — control, not magic

60m

Agentic AI Overview — Stanford

Building AI Agents · Stage 02 · Agent Patterns — control, not magic

75m

Building Agents with MCP

Building AI Agents · Stage 03 · Tools & Memory — giving the agent hands and recall

50m

Building & Evaluating Agents

Building AI Agents · Stage 04 · Evaluation & Operations — the demo-to-production gap

60m

Session Recording

Digital Profile Creation · Getting Started

79m

The AI Revolution: Why AI Careers Matter Now

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 1: Introduction to the AI Industry & Career Landscape

15m

Mapping the AI Career Landscape

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 1: Introduction to the AI Industry & Career Landscape

20m

Self-Assessment: Which AI Role Fits You?

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 1: Introduction to the AI Industry & Career Landscape

15m

What Does a Data Scientist Actually Do?

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 2: Data Scientist Role Deep Dive

15m

Core Skills: Statistics, Python, and Storytelling

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 2: Data Scientist Role Deep Dive

20m

Mini Case Study: Predicting Student Performance

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 2: Data Scientist Role Deep Dive

15m

ML Engineer vs Data Scientist: Key Differences

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 3: Machine Learning Engineer Role Deep Dive

15m

Building Blocks: Algorithms, Frameworks & Pipelines

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 3: Machine Learning Engineer Role Deep Dive

20m

Hands-on Concept: Training a Simple Classifier

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 3: Machine Learning Engineer Role Deep Dive

15m

Introduction to Natural Language Processing Careers

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 4: NLP Engineer Role Deep Dive

15m

Core NLP Concepts and Tools

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 4: NLP Engineer Role Deep Dive

20m

Case Study: Building a Simple Chatbot Concept

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 4: NLP Engineer Role Deep Dive

15m

What is Computer Vision and Where is it Used?

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 5: Computer Vision Engineer Role Deep Dive

15m

CV Engineer Toolkit and Techniques

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 5: Computer Vision Engineer Role Deep Dive

20m

Case Study: Face Detection Systems

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 5: Computer Vision Engineer Role Deep Dive

15m

What is MLOps and Why It Matters

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 6: MLOps Engineer Role Deep Dive

15m

MLOps Toolchain and Best Practices

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 6: MLOps Engineer Role Deep Dive

20m

Case Study: Deploying a Model to Production

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 6: MLOps Engineer Role Deep Dive

15m

The Role of an AI Product Manager

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 7: AI Product Manager Role Deep Dive

15m

Skills for Non-Coding AI Careers

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 7: AI Product Manager Role Deep Dive

20m

Case Study: Launching an AI Feature

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 7: AI Product Manager Role Deep Dive

15m

Rise of Prompt Engineering and Generative AI Careers

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 8: Prompt Engineer & Generative AI Roles

15m

Prompt Engineering Techniques

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 8: Prompt Engineer & Generative AI Roles

20m

Hands-on Concept: Crafting Effective Prompts

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 8: Prompt Engineer & Generative AI Roles

15m

Why Ethics Matters in AI Careers

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 9: AI Ethics, Responsible AI & Research Roles

15m

AI Researcher Role and Responsible AI Practices

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 9: AI Ethics, Responsible AI & Research Roles

20m

Case Study: Bias in AI Hiring Tools

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 9: AI Ethics, Responsible AI & Research Roles

15m

Choosing Your AI Career Path

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 10: Building Your Personal AI Career Roadmap

15m

Skill-Building Resources and Certifications

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 10: Building Your Personal AI Career Roadmap

20m

Final Project: Draft Your 6-Month AI Career Action Plan

Exploring AI Roles: A Career Roadmap for 8th Semester Students · Module 10: Building Your Personal AI Career Roadmap

15m

Training Video 1

IntelliForge AI Training · AI Fundamentals & Prompt Engineering

Training Video 2

IntelliForge AI Training · AI Fundamentals & Prompt Engineering

Training Video 3

IntelliForge AI Training · Advanced AI Tools & Strategy

Training Video 4

IntelliForge AI Training · Advanced AI Tools & Strategy

Welcome to the Course

Python Programming for Absolute Beginners · Getting Started with Python

12m

Setting Up Your Python Environment

Python Programming for Absolute Beginners · Getting Started with Python

15m

Understanding Variables

Python Programming for Absolute Beginners · Python Basics - Variables and Data Types

18m

Data Types in Python

Python Programming for Absolute Beginners · Python Basics - Variables and Data Types

20m

Type Conversion and User Input

Python Programming for Absolute Beginners · Python Basics - Variables and Data Types

14m

Boolean Logic and Comparisons

Python Programming for Absolute Beginners · Control Flow and Loops

16m

If Statements and Conditional Logic

Python Programming for Absolute Beginners · Control Flow and Loops

22m

For Loops and Iteration

Python Programming for Absolute Beginners · Control Flow and Loops

20m

Nested Loops and Loop Control

Python Programming for Absolute Beginners · Control Flow and Loops

17m

Introduction to Lists

Python Programming for Absolute Beginners · Data Structures - Lists, Tuples, and Dictionaries

19m

Tuples - Immutable Sequences

Python Programming for Absolute Beginners · Data Structures - Lists, Tuples, and Dictionaries

14m

Dictionaries - Key-Value Pairs

Python Programming for Absolute Beginners · Data Structures - Lists, Tuples, and Dictionaries

21m

Defining Functions

Python Programming for Absolute Beginners · Functions and Scope

18m

Function Parameters and Arguments

Python Programming for Absolute Beginners · Functions and Scope

20m

Scope and Lifetime of Variables

Python Programming for Absolute Beginners · Functions and Scope

16m

Project Overview and Planning

Python Programming for Absolute Beginners · Final Project - Building a Simple Calculator

10m

Building the Calculator - Part 1

Python Programming for Absolute Beginners · Final Project - Building a Simple Calculator

25m

Project Review and Next Steps

Python Programming for Absolute Beginners · Final Project - Building a Simple Calculator

12m