Tutorial
Prompt Engineering. Tree of Thought + Chain of Thought
Prompt engineering is a dynamic, creative and powerful skill to learn in current AI LLM era. LLMs are a powerful tool to leverage for solving a variety of…
Learn Agentic AI
From first principles to practical systems.
Structured learning paths for everyone—from curious beginners to experienced practitioners exploring advanced Agentic AI architectures.
01
Foundation
02Agentic AI Fundamentals
Understand goals, reasoning, planning, actions, feedback loops, and human oversight.
Follow this path →Systems
03Memory, Context & RAG
Build agents that can retrieve reliable knowledge and maintain useful context.
Follow this path →Integration
04MCP & Tool-Using Agents
Connect models to APIs, data, tools, and operational systems with clear permissions.
Follow this path →Advanced
05Multi-Agent Orchestration
Coordinate specialized agents, shared state, delegation, evaluation, and failure handling.
Follow this path →Responsible AI
06Governance, Safety & Evaluation
Design for evidence, security, human control, monitoring, and accountable outcomes.
Follow this path →Application
Agentic AI Across Industries
Connect technical patterns with healthcare, finance, agriculture, retail, and manufacturing.
Follow this path →Tutorials & videos
Learn by doing.
Practical guides, code, videos, and foundational resources from the IndusAgentAI archive.
Tutorial
Using AI LLMs to accelerate learning, business problem solving
Haven’t blogged in a while, thought might be good to put some recent thoughts (X tweets) in one place. Last few years has seen alot of trend shift…
Tutorial
Databricks for Data Science MLOps – model training deploy
Databricks is a good tool for building, training and deploying models. Easy to learn and use (1-2 days) https://github.com/datawisdomx1/DataScience-AI-ML-Ops-Platforms-Tools
Tutorial
Clustering- Unsupervised learning- Types, Metrics
This article will discuss the basic theory and relevant code examples for different clustering algorithms. Code for different algorithms and data used are given in github. Note –…
Tutorial
Classification- Types, Metrics and Comparison via Pipeline GridSearchCV
This article will discuss the basic theory and relevant code examples for different classification algorithms. It will also show how to test and compare multiple classification algorithms at…
Tutorial
Regression- Types, Metrics, Comparison via Pipeline GridSearchCV
This article will discuss the basic theory and relevant code examples for different regression algorithms. It will also show how to test and compare multiple regression algorithms at…