In this tutorial, we explore Hydra, an advanced configuration management framework originally developed and open-sourced by Meta Research. We begin […]
Category: Tutorials
How to Build Supervised AI Models When You Don’t Have Annotated Data
One of the biggest challenges in real-world machine learning is that supervised models require labeled data—yet in many practical scenarios, […]
How to Design a Persistent Memory and Personalized Agentic AI System with Decay and Self-Evaluation?
In this tutorial, we explore how to build an intelligent agent that remembers, learns, and adapts to us over time. […]
A Coding Implementation of a Comprehensive Enterprise AI Benchmarking Framework to Evaluate Rule-Based LLM, and Hybrid Agentic AI Systems Across Real-World Tasks
In this tutorial, we develop a comprehensive benchmarking framework to evaluate various types of agentic AI systems on real-world enterprise […]
How to Build an End-to-End Data Engineering and Machine Learning Pipeline with Apache Spark and PySpark
In this tutorial, we explore how to harness Apache Spark’s techniques using PySpark directly in Google Colab. We begin by […]
How to Design an Autonomous Multi-Agent Data and Infrastructure Strategy System Using Lightweight Qwen Models for Efficient Pipeline Intelligence?
In this tutorial, we build an Agentic Data and Infrastructure Strategy system using the lightweight Qwen2.5-0.5B-Instruct model for efficient execution. […]
How to Build Ethically Aligned Autonomous Agents through Value-Guided Reasoning and Self-Correcting Decision-Making Using Open-Source Models
In this tutorial, we explore how we can build an autonomous agent that aligns its actions with ethical and organizational […]
How Exploration Agents like Q-Learning, UCB, and MCTS Collaboratively Learn Intelligent Problem-Solving Strategies in Dynamic Grid Environments
In this tutorial, we explore how exploration strategies shape intelligent decision-making through agent-based problem solving. We build and train three […]
Meet Pyversity Library: How to Improve Retrieval Systems by Diversifying the Results Using Pyversity?
Pyversity is a fast, lightweight Python library designed to improve the diversity of results from retrieval systems. Retrieval often returns […]
How to Build a Fully Interactive, Real-Time Visualization Dashboard Using Bokeh and Custom JavaScript?
In this tutorial, we create a fully interactive, visually compelling data visualization dashboard using Bokeh. We start by turning raw […]