Machine Learning Techniques Unit 1 One Shot Aktu

Описание: https://drive.google.com/file/d/10hCE...
In this video, we provide a ONE SHOT COMPLETE LECTURE of
🤖 MACHINE LEARNING – UNIT 1 for AKTU B.Tech 3rd Year students.

This lecture is specially designed for:
✅ AKTU exam preparation
✅ One shot revision
✅ Conceptual and easy explanation
✅ Topics repeatedly asked in previous year exams

🔹 UNIT 1 TOPICS COVERED:
• Introduction to Machine Learning
• Learning and Types of Learning
– Supervised Learning
– Unsupervised Learning
– Reinforcement Learning
• Well-Defined Learning Problems
• Designing a Learning System
• History of Machine Learning
• Machine Learning Approaches:
– Artificial Neural Networks
– Decision Tree Learning
– Clustering
– Support Vector Machine
– Bayesian Networks
– Reinforcement Learning
– Genetic Algorithm
• Issues in Machine Learning
• Data Science vs Machine Learning

📌 This ONE SHOT lecture is:
✔ Exam-oriented
✔ Based on AKTU syllabus
✔ Perfect for last-week / last-day revision

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

📥 FREE NOTES are provided for this unit.

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