Intro to Kaggle and UCI ML Repo Mike Rudd CS 480/680 Guest Lecture - - PowerPoint PPT Presentation

intro to kaggle and uci ml repo
SMART_READER_LITE
LIVE PREVIEW

Intro to Kaggle and UCI ML Repo Mike Rudd CS 480/680 Guest Lecture - - PowerPoint PPT Presentation

Intro to Kaggle and UCI ML Repo Mike Rudd CS 480/680 Guest Lecture The site for data science practitioners looking to hone their skills / show off Hosts (sponsored) competitions to Kaggle find better solutions to prediction problems $$$


slide-1
SLIDE 1

Intro to Kaggle and UCI ML Repo

Mike Rudd CS 480/680 Guest Lecture

slide-2
SLIDE 2

Kaggle

The site for data science practitioners looking to hone their skills / show off Hosts (sponsored) competitions to find better solutions to prediction problems $$$ Cash Prizes $$$

slide-3
SLIDE 3
slide-4
SLIDE 4

Kernels

  • Users post kernels (code

snippets) to the site to help

  • thers trying to learn new ways
  • f solving a problem
  • Quite helpful for getting started
  • *Directly copying these and

submitting as your own work is an academic integrity violation*

slide-5
SLIDE 5

Other Features

USER RANKINGS JOB BOARD FORUM

slide-6
SLIDE 6

Kaggle Datasets

  • 17,000 datasets from active

and closed competitions

  • Cover many disciplines:
  • “Classic” problems
  • Computer vision
  • NLP
  • Medical
  • Sports
slide-7
SLIDE 7

UCI Machine Learning Repo

  • Precursor to Kaggle
  • Most (if not all) of the datasets have been posted on Kaggle by now
  • Original data site