Git Product home page Git Product logo

machine-learning-study-path-march-2019's Introduction

Studying through the Internet means swimming inside an infinite ocean of information.

How many times, trying to approach a new topic or subject, you felt baffled, disoriented and without a real "path" to follow, to ensure yourself a deep knowledge and the ability to apply it?

Hi, i'm Giacomo.

I'm an Italian student currently having a stage in a shiny Machine Learning and AI startup in Bologna. My boss asked me if it was possible to create a study path for me and newcomers, and I've put a lot of efforts to share my 3-4 years of walking around the internet and collecting sources, projects, awesome tools, tutorial, links, best practices in the ML field, and organizing them in an awesome and usable way.

This repository is intended to provide three complete and organic learning paths for the following fields:

  • Machine Learning

  • Business Intelligence (coming soon)

  • Cloud Computing (coming soon)

You will both understand theory and be able to apply it in practice, with hands-on projects.

If carefully followed they will bring you to a complete awareness and expendable skill from scratch.

In fact, they do not require any previous knowledge, but being confident with programming and high school math is necessary to understand and implement most of the concepts.

Every source listed here is free or open source.

Click on "watch", I'm updating this in the free time and weekends.

If you want to contact me for whatever reason, just e-mail me at [email protected]

I think the second guide (Business Intelligence) will be out in 2 or 3 weeks. Yo!

[Business Intelligence Career -- Coming Soon]

[Cloud Computing Career -- Coming Soon]

[Specializations -- Coming Soon]

This is the roadmap of the coming guides (the Machine Learning one is already out).

Figure 1-1

machine-learning-study-path-march-2019's People

Contributors

clone95 avatar 3nomis avatar mindflayer avatar hechmik avatar khaledbay avatar

Watchers

James Cloos avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.