Machine Learning Techniques Unit 5 One shot Aktu |Btech|3rd year #MachineLearning #AKTU #oneshot

https://drive.google.com/file/d/10KsgF1kdwiddyw8CMU2cssfV2EtdUttL/view?usp=sharing
In this video, we provide a ONE SHOT COMPLETE LECTURE of
🤖 MACHINE LEARNING – UNIT 5 for AKTU B.Tech 3rd Year students.

This lecture is specially designed for:
✅ AKTU exam preparation
✅ One shot revision
✅ Easy explanation of learning models
✅ Topics repeatedly asked in previous year exams

🔹 UNIT 5 TOPICS COVERED:
• Reinforcement Learning:
– Introduction to Reinforcement Learning
– Learning Task
– Examples of Reinforcement Learning in Practice
– Learning Models:
• Markov Decision Process (MDP)
• Q-Learning Function
• Q-Learning Algorithm
– Applications of Reinforcement Learning
– Introduction to Deep Q Learning
• Genetic Algorithms:
– Introduction to Genetic Algorithms
– Components of GA
– GA Cycle of Reproduction
– Crossover
– Mutation
– Genetic Programming
– Models of Evolution and Learning
– Applications of Genetic Algorithms

📌 This ONE SHOT lecture is:
✔ Exam-oriented
✔ Algorithm focused
✔ Very important for 10–15 mark questions

🎯 Suitable for B.Tech CSE / IT 3rd Year students (AKTU).

📥 FREE NOTES are provided for this unit.

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Видео Machine Learning Techniques Unit 5 One shot Aktu |Btech|3rd year #MachineLearning #AKTU #oneshot канала EngiGenius AKTU