Using Pachyderm to analyze the 2016 World Chess Championship

Analyze 2016 World Chess Championship

Editor: Pachyderm is officially described as a “data lake that offers complete version control for data and leverages the container ecosystem to provide reproducible data processing”. In simpler language, it is an application that makes it easy to store and analyze big data using containers. The following article was originally written by Daniel Whitenack, a data scientist at Pachyderm

It’s no secret that the Pachyderm team loves chess! In fact, one of our first demonstrations of Pachyderm was a statistical analysis of chess blunders. Now, with the 2016 world chess championship decided, we have updated our analysis and see what we could learn about the matches between Magnus Carlsen and Sergey Karjakin.

Related Post:  Introducing Distributed Data-structures in R

In the following analyses, which were implemented in a Pachyderm data pipeline, we attempted to learn:

  • For each game in the Championship, what were the crucial moments that turned the tide for one player or the other, and
  • Did the players noticeably fatigue throughout the Championship as evidenced by blunders?
Related Post:  Linear Regression from scratch in R

We chose to run these analyses in Pachyderm, because they necessitated the use a variety of technologies (Pachyderm is language agnostic), and it allowed us to quickly and easily commit new game data, which triggered automatic updates to our analyses. Read more about Pachyderm pipelines on the Pachyderm website and visit our pipeline docs to learn how to run your own analyses in Pachyderm.

Continue reading.

Analyze 2016 World Chess Championship

Share:

Share on facebook
Facebook
Share on twitter
Twitter
Share on pinterest
Pinterest
Share on linkedin
LinkedIn

Hola! Did you notice that LinuxBSDos.com no longer run network ads?  Yep, no more ads from the usual suspects that track and annoy you across the Internet. But since I still need to pay to keep the site running, feel free to make a small donation by PayPal or your favorite cryptocurrency.

  • Bitcoin
  • Ethereum
  • Xrp
  • Bitcoin cash
  • Bitcoin sv
  • Litecoin
  • Binance coin
  • Cardano
  • Ethereum classic
Scan to Donate Bitcoin to bc1qzvlte2m224zkayhdc7fdfjkp2rsgt0l5a496ua

Donate Bitcoin to this address

Scan the QR code or copy the address below into your wallet to send some Bitcoin

Scan to Donate Ethereum to 0x0F4362DFF77F3Ba0Dc637F5f3Eba35D09a2fA60C

Donate Ethereum to this address

Scan the QR code or copy the address below into your wallet to send some Ethereum

Scan to Donate Xrp to r4ggjvL36njsMCYTkJ3S7cTHscPsMsSGQv

Donate Xrp to this address

Scan the QR code or copy the address below into your wallet to send some Xrp

Scan to Donate Bitcoin cash to qrs0dedzp9t55af3nfwypydghp29r0xguy9s20fz2k

Donate Bitcoin cash to this address

Scan the QR code or copy the address below into your wallet to send some Bitcoin cash

Scan to Donate Bitcoin sv to 15K9TLyVDBtLuG9cYvXCX9SSkq9C9oUKHK

Donate Bitcoin sv to this address

Scan the QR code or copy the address below into your wallet to send some Bitcoin sv

Scan to Donate Litecoin to LetJ9QQMb7u2LMZ9Tu6rtHwcBcQFW98fbG

Donate Litecoin to this address

Scan the QR code or copy the address below into your wallet to send some Litecoin

Scan to Donate Binance coin to bnb1ga8trq08ssqepd90v6225nzfgy448pu5pw8gxp

Donate Binance coin to this address

Scan the QR code or copy the address below into your wallet to send some Binance coin

Scan to Donate Cardano to addr1qx2354yw49etstfljpdhwja3ajjlt487lg95vu9ngy2q6vu4rf2ga2tjhqknlyzmwa9mrm997h20a7stgectxsg5p5esq5l7d9

Donate Cardano to this address

Scan the QR code or copy the address below into your wallet to send some Cardano

Scan to Donate Ethereum classic to 0xcD6CC972a2297FcafACDcfE042C55C69516a9264

Donate Ethereum classic to this address

Scan the QR code or copy the address below into your wallet to send some Ethereum classic

Subscribe for updates. Trust me, no spam!

Sponsored links

1. Attend Algorithm Conference, a top AI and ML event.
2. Reasons to use control panel for your server.
3. DHgate Computers Electronics, Cell Phones & more.

Upcoming events

Leave a Reply

Your email address will not be published. Required fields are marked *

Get the latest

On social media
Via my newsletter

Partner links

1. Attend Algorithm Conference, a top AI and ML event for 2021.
2. Reasons to use control panel for your server.
3. DHgate Computers Electronics, Cell Phones & more.
Hacking, pentesting distributions

Linux Distributions for Hacking

Experts use these Linux distributions for hacking, digital forensics, and pentesting.

Categories
Archives

The authors of these books are confirmed to speak during

Algorithm Conference

T-minus AI

Author was the first chairperson of AI for the U.S. Air Force.

The case for killer robots

Author is the Director of the Center for Natural and Artificial Intelligence.

Why greatness cannot be planned

Author works on AI safety as a Senior Research Scientist at Uber AI Labs.