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AI Algorithms Using Python

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  • AI Algorithms Using Python
AI Algorithms Using Python

  • Course Description:

  • You will learn foundational AI concepts through Python programming. Topics include classical AI, search strategies, constraint satisfaction problems, game playing (minimax), logic and knowledge representation, planning, optimization, and symbolic natural language processing. Hands-on labs include building AI systems like Sudoku solvers, chatbots, and Connect-4 players
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  • Course Main points:

  • Introduction to Classical AI:
  • – Symbolic vs. Statistical AIProblem
  • – Solving Agents
  • Search Algorithms:
  • – BFS, DFS, AHeuristics & Admissibility
  • Logic & Knowledge:
  • – Propositional/First-Order Logic
  • Planning & MDPs:
  • – STRIPS, Partial Order Planning
  • Optimization:
  • – Hill Climbing, Genetic Algorithms
  • Symbolic NLP:
  • – CFGs, WordNet
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  • Course Duration:

  • 48 Hrs

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  • Instructor Bio:

  • Eng Amr Nasr

  • A computer engineering expert, tech lead, and AI solution architect who brings machine learning and deep learning to life across industries like space, healthcare, and agriculture, specializing in machine learning and computer vision.He has worked with leading avionics and WiFi technology companies in the U.S.
    He has guided students and engineers in Egypt’s space and tech ecosystems, sharing his expertise in neural networks, PyTorch, TensorFlow, and building scalable AI systems from the ground up
     
     
     
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