Machine Learning Unit 2 One Shot aktu|Btech|3rd Year скачать в хорошем качестве

Machine Learning Unit 2 One Shot aktu|Btech|3rd Year

https://drive.google.com/file/d/1183z... In this video, we provide a ONE SHOT COMPLETE LECTURE of 🤖 MACHINE LEARNING – UNIT 2 for AKTU B.Tech 3rd Year students. This lecture is specially designed for: ✅ AKTU exam preparation ✅ One shot revision ✅ Easy explanation of mathematical concepts ✅ Topics repeatedly asked in previous year exams 🔹 UNIT 2 TOPICS COVERED: • Regression Techniques: – Linear Regression – Logistic Regression • Bayesian Learning: – Bayes Theorem – Concept Learning – Bayes Optimal Classifier – Naïve Bayes Classifier – Bayesian Belief Networks – EM Algorithm • Support Vector Machine (SVM): – Introduction to SVM – Hyperplane (Decision Surface) – Margin Concept – Kernel Functions: • Linear Kernel • Polynomial Kernel • Gaussian (RBF) Kernel – Properties of SVM – Issues in SVM 📌 This ONE SHOT lecture is: ✔ Exam-oriented ✔ Conceptual + numerical 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. 👉 LIKE 👍 | SHARE 📤 | SUBSCRIBE 🔔 for more AKTU-focused Machine Learning content. #MachineLearning #AKTU #MachineLearningUnit2 #AKTUBTech #BTech3rdYear #OneShotRevision #AKTUExam #EngineeringStudents #Regression #NaiveBayes #SVM #ExamPreparation