Coder Social home page Coder Social logo

anwarvic / tensorflow-from-basics-to-mastery--coursera-specialization Goto Github PK

View Code? Open in Web Editor NEW
27.0 4.0 24.0 6.4 MB

This repo contains my solution to the "TensorFlow From Basics to Mastery" specialization on Coursera made by Andrew Ng. and Laurence Moroney

Jupyter Notebook 100.00%
tensorflow keras keras-tensorflow andrew-ng deep-learning neural-networks google colaboratory deeplearning-ai

tensorflow-from-basics-to-mastery--coursera-specialization's Introduction

TensorFlow 2.0 "from Basics to Mastery"

This repo contains my solution to the "TensorFlow From Basics to Mastery" specialization on Coursera made by Andrew Ng. and Laurence Moroney. You can check the whole specialization from the official website of deeplearning.ai here or on Coursera right here.

If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This Specialization will teach you best practices for using TensorFlow, a popular open-source framework for machine learning. In these courses you will:

  • Learn how to build machine learning models in TensorFlow
  • Build image recognition algorithms with deep neural networks and convolutional neural networks
  • Understand how to deploy your models on mobile and the web
  • Go beyond image recognition into object detection, text recognition, and more
  • Expand the basic APIs for custom learning/training

The full Specialization will be available later this year (2019), till now there is only two courses:

  • Course 1: Introduction to Tensorflow for AI, ML and DL
  • Course 2: Convolutional Neural Networks in TensorFlow

About the Instructors

  • Andrew Ng is a global leader in AI and co-founder of Coursera. Dr. Ng is also the CEO and founder of deeplearning.ai and founder of Landing AI. He is an Adjunct Professor in the Computer Science Department at Stanford University.

    He was until recently Chief Scientist at Baidu, where he was responsible for driving the company’s global AI strategy and infrastructure. He was also the founding lead of the Google Brain team. Dr. Ng has authored or co-authored over 100 research papers in machine learning, robotics and related fields. He holds degrees from Carnegie Mellon University, MIT and the University of California, Berkeley.

  • Laurence Moroney is a Developer Advocate at Google working on Artificial Intelligence with TensorFlow. As the author of more programming books than he can count, he’s excited to be working with deeplearning.ai and Coursera in producing video training.

    When not working with technology, he’s a member of the Science Fiction Writers of America, having authored several science fiction novels, a produced screenplay and comic books, including the prequel to the movie ‘Equilibrium’ starring Christian Bale. Laurence is based in Washington State, where he drinks way too much coffee.

tensorflow-from-basics-to-mastery--coursera-specialization's People

Contributors

anwarvic avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar  avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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.