Foundations of Artificial Intelligence
New ProgramExpert Mentorship

Foundations of Artificial Intelligence

Master the fundamental concepts of AI, from classical machine learning to modern neural networks, and start your journey into the world of intelligent systems.

Limited Time Offer
9,99949,999
4-6 Weeks
40-50 Hours

Live Q&A

Expert doubt clearing

Career Support

1:1 Mentorship

Program Curriculum

A comprehensive, step-by-step roadmap designed to take you from fundamentals to advanced expertise.

WEEK 1

Introduction to AI & Probabilistic Reasoning

  • History of AI
  • Uncertainty in AI
  • Probability theory basics
  • Bayesian Networks
WEEK 2

Search Algorithms & Game Playing

  • BFS/DFS
  • A* Search
  • Minimax Algorithm
  • Alpha-Beta Pruning
WEEK 3

Knowledge Representation & Logic

  • First-order logic
  • Inference rules
  • Semantic Web
  • Ontologies
WEEK 4

ML Fundamentals: Linear & Logistic

  • Regression analysis
  • Cost functions
  • Gradient Descent
  • Classification basics
WEEK 5

Neural Networks & Perception

  • Multilayer Perceptrons
  • Backpropagation
  • Activation functions
  • Network architecture
WEEK 6

Introduction to Computer Vision

  • Image processing
  • Edge detection
  • Convolutional layers
  • Basic object recognition
WEEK 7

NLP & Text Analysis

  • Tokenization
  • Sentiment Analysis
  • TF-IDF & Word Embeddings
  • Sequence models
WEEK 8

AI Ethics & Model Deployment

  • Bias in AI
  • Responsible AI practices
  • Serving models on cloud
  • Performance monitoring

Ready to level up your career with Foundations of Artificial Intelligence?

9,99949,999SPECIAL OFFER
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