Giter Club home page Giter Club logo

dslab2018.github.io's Introduction

Description

This hands-on course teaches the tools & methods used by data scientists, from researching solutions to scaling up prototypes to Spark clusters. It exposes the students to the entire data science pipeline, from data acquisition to extracting valuable insights applied to real-world problems.

Questions

Public questions and discussions about the course are gathered in the course repository.

Virtual Machine

Lab Sessions

Week 1 - 21.02.2018 - Module 1 - Python for data scientists 1/4

Week 2 - 28.02.2018 - Module 1 - Python for data scientists 2/4

Week 3 - 07.03.2018 - Module 1 - Python for data scientists 3/4

Week 4 - 14.03.2018 - Module 1 - Python for data scientists 4/4

Week 5 - 21.03.2018 - Module 2 - Distributed computing with Hadoop 1/2

Week 6 - 28.03.2018 - Module 2 - Distributed computing with Hadoop 2/2

Week 7 - 11.04.2018 - Module 3 - Distributed processing with Apache Spark 1/3

Week 8 - 18.04.2018 - Module 3 - Distributed processing with Apache Spark 2/3

Week 9 - 25.04.2018 - Module 3 - Distributed processing with Apache Spark 3/3

Week 10 - 02.05.2018 - Module 4 - Real-time data acquisition and processing 1/2

Week 11 - 09.05.2018 - Module 4 - Real-time data acquisition and processing 2/2

Week 12 - 16.05.2018 - Module 5 - Final Project 1/3

Week 13 - 23.05.2018 - Module 5 - Final Project 2/3

Week 14 - 30.05.2018 - Module 5 - Final Project 3/3

dslab2018.github.io's People

Contributors

leafty avatar overscheure avatar

Watchers

Julien Eberle 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.