Welcome to the AI Experiments section of our Course Center! Here, you will find a collection of interactive experiments that help you understand and explore the fascinating world of Artificial Intelligence.

Basic Concepts

  • Machine Learning: It's the ability of a machine to learn from data, identify patterns, and make decisions with minimal human intervention.
  • Deep Learning: A subset of machine learning, deep learning is based on artificial neural networks with representation learning.

Hands-On Experiments

  1. Neural Network Basics

    • Learn how to build and train a simple neural network to recognize hand-written digits.
    • Try the Experiment

  2. Reinforcement Learning

    • Experience the concept of reinforcement learning through a game of Q-learning.
    • Play the Game

  3. Natural Language Processing

    • Experiment with sentiment analysis to understand how NLP can be used to analyze text data.
    • Analyze Text

Further Reading

Neural Network