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Artificial Intelligence

CoursesTechnologyArtificial Intelligence
  • 1. Introduction to Artificial Intelligence 3

    • Lecture1.1
      What is Artificial Intelligence?
    • Lecture1.2
      History of AI
    • Lecture1.3
      Applications
  • Python Fundamentals 5

    • Lecture2.1
      Intro. to Python
    • Lecture2.2
      Variables and Operators
    • Lecture2.3
      Data Types
    • Lecture2.4
      Control Flow Statements
    • Lecture2.5
      OOPs Concepts
  • Statistics 4

    • Lecture3.1
      Basic Concepts
    • Lecture3.2
      Descriptive Statistics
    • Lecture3.3
      Inferential Statistics
    • Lecture3.4
      Hypothesis Testing
  • Machine Learning 12

    • Lecture4.1
      Intro. to Machine Learning(ML)
    • Lecture4.2
      Types of ML
    • Lecture4.3
      Linear Regression
    • Lecture4.4
      Logistics Regression
    • Lecture4.5
      Decision Trees
    • Lecture4.6
      Random Forest
    • Lecture4.7
      Support Vector Machines
    • Lecture4.8
      KNN
    • Lecture4.9
      Ensemble Learning
    • Lecture4.10
      Clustering
    • Lecture4.11
      Developing ML models using Scikit-learn
    • Lecture4.12
      Caste Studies
  • Capstone Project#3 0

    No items in this section
  • 5. Deep Learning Using Tensorflow and Keras 4

    • Lecture6.1
      Intro. to Neural Networks
    • Lecture6.2
      Intro to Deep Learning
    • Lecture6.3
      Convolutional Neural Networks(CNN)
    • Lecture6.4
      Developing DL Models using TensorFlow and Keras
  • Capstone Project#1 0

    No items in this section
  • Computer Vision Using OpenCV 5

    • Lecture8.1
      What is Computer Vision?
    • Lecture8.2
      OpenCV Basics
    • Lecture8.3
      Image Detection
    • Lecture8.4
      Face Detection
    • Lecture8.5
      Object Detection
  • Natural Language Processing 3

    • Lecture9.1
      Basic Concepts of Text Processing
    • Lecture9.2
      Lexical Processing
    • Lecture9.3
      Syntax and Semantics
  • Capstone Project#2 0

    No items in this section
  • Final Quiz 0

    No items in this section
  • Reinforcement Learning 4

    • Lecture12.1
      Intro. to RL
    • Lecture12.2
      Basic Concepts
    • Lecture12.3
      Markov Decision Processes
    • Lecture12.4
      Q-learning
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