Giter Club home page Giter Club logo

hands-on-machine-learning-with-scikit-learn-and-tensorflow's Introduction

Hands-On-Machine-Learning-with-Scikit-Learn-and-TensorFlow

...I'll be uploading all my notes of the book hereπŸ“

table of content

PART-1-The Fundamentals of Machine Learning

  • The Machine Learning Landscape
  • End-to-End Machine Learning Project
  • Classification
  • Training Models
  • Support Vector Machines
  • Decision Trees
  • Ensemble Learning and Random Forests
  • Dimensionality Reduction

PART-2-Neural Networks And Deep Learning Learning

  • Up and Running With TensorFlow
  • Introduction to Artificial Neural Networks
  • Training Deep Neural Nets
  • Distributing TensorFlow between devices and servers
  • Convolutional Neural Networks
  • Recurrent Neural Networks
  • Autoencoders
  • Reinforcement Learning

hands-on-machine-learning-with-scikit-learn-and-tensorflow's People

Contributors

bouzenaali avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    πŸ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. πŸ“ŠπŸ“ˆπŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❀️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.