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Ebook yang syarat dengan matematika dan statistika terapan dengan judul Mathematics for Machine Learning dengan isi content fundamental matematika dan machine learning. Yuk lihat saja
Part I: Mathematical Foundations
- Introduction and Motivation
- Linear Algebra
- Analytic Geometry
- Matrix Decompositions
- Vector Calculus
- Probability and Distribution
- Continuous Optimization
Part II: Central Machine Learning Problems
- When Models Meet Data
- Linear Regression
- Dimensionality Reduction with Principal Component Analysis
- Density Estimation with Gaussian Mixture Models
- Classification with Support Vector Machines
Bila kalian tertarik langsung saja download di
Jangan lupa ya, ebook ini menggunakan python, jadi kalian tetap harus belajar bahasa python
Download di https://mml-book.github.io/book/mml-book.pdf
untuk latihan nya yaitu