सामग्री
आवश्यकताएँ:
इस कोर्स के लिए कोई आवश्यकता नहीं
कोर्स प्रकृति:
उद्देश्य:
समान कोर्स:
परिणाम
Compare and differentiate among different machine learning techniques.
Implement and analyze regression and classification techniques.
Apply suitable supervised and unsupervised techniques and models for real-life problems and predict outcomes.
Explain the applicability of advanced concepts for recommender systems.
Hands-on problem-solving with programming in Python.
संदर्भ पुस्तकें
M. Pradhan, U. Dinesh Kumar: Machine Learning Using Python, Wiley India, Latest Edition.
J. Han, M. Kamber, J. Pei: Data Mining Concepts and Techniques, Latest Edition.
Christopher Bishop: Pattern Recognition and Machine Learning, 2e.
Tom Mitchell: Machine Learning, First Edition, McGraw-Hill, 1997.
Ethem Alpaydin: Introduction to Machine Learning, 2nd Edition.