Description
QuAn Book – Mathematics For Machine Learning (314320)
The QuAn Book for Mathematics For Machine Learning (Subject Code: 314320) is a premium study material designed for MSBTE K-Scheme Diploma Engineering students. It provides a complete, topicwise question bank with model answers to help you score maximum marks.
Syllabus Coverage (MSBTE K-Scheme)
- Unit 1: Linear Algebra: Vectors, Matrices, Eigenvalues, SVD
- Unit 2: Calculus for ML: Derivatives, Gradients, Chain Rule, Optimization
- Unit 3: Probability & Statistics: Distributions, Bayesian Inference
- Unit 4: Optimization Techniques: Gradient Descent, Convex Optimization
- Unit 5: Information Theory: Entropy, KL Divergence, Applications in ML
What’s Inside the QuAn Book?
- ✅ Topicwise Question Bank – All important 2, 4 and 6 marks questions by unit
- ✅ Model Answers – Step-by-step solutions with diagrams and marking scheme
- ✅ Previous Exam Questions – Actual MSBTE Summer and Winter exam questions
- ✅ Frequency Analysis – Most repeated questions highlighted for focused study
- ✅ Marking Scheme – Know exactly what to write to score full marks
- ✅ Last Minute Ready – Ideal for quick and focused exam preparation
Subject Code: 314320 | Subject: Mathematics For Machine Learning | Board: MSBTE | Scheme: K Scheme | Published by: ReemaS Edutech, Kolhapur
Reviews
There are no reviews yet.