Ebook – Mathematics for Machine Learning

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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

  1. Introduction and Motivation
  2. Linear Algebra
  3. Analytic Geometry
  4. Matrix Decompositions
  5. Vector Calculus
  6. Probability and Distribution
  7. Continuous Optimization

Part II: Central Machine Learning Problems

  1. When Models Meet Data
  2. Linear Regression
  3. Dimensionality Reduction with Principal Component Analysis
  4. Density Estimation with Gaussian Mixture Models
  5. 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

https://mml-book.github.io/

Download di https://mml-book.github.io/book/mml-book.pdf

untuk latihan nya yaitu

https://github.com/mml-book/mml-book.github.io

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