MLI26C744 - Tools for Data Analysis, Lecture, 29.7.2024-16.8.2024

Topic outline

• Select topic General

  General
  • Select activity Announcements

    

    Announcements Forum
  • Select activity Course Syllabus

    

    Course Syllabus File DOCX
  • Select activity Course GitHub Page

    

    Course GitHub Page URL
  • Select activity Assignment 1 Starter Notebook

    

    Assignment 1 Starter Notebook File IPYNB
  • Select activity Assignment 1

    

    Assignment 1
  • Select activity Assignment 2 Starter Notebook

    

    Assignment 2 Starter Notebook File IPYNB
  • Select activity Assignment 2 - Conditions and Loops

    

    Assignment 2 - Conditions and Loops
  • Select activity Assignment 3 Starter Notebook

    

    Assignment 3 Starter Notebook File IPYNB
  • Select activity Assignment 3 - Functions

    

    Assignment 3 - Functions
  • Select activity Assignment 4 Starter Notebook

    

    Assignment 4 Starter Notebook File IPYNB
  • Select activity Assignment 4 - Pandas

    

    Assignment 4 - Pandas
  • Select activity Assignment 5 Starter Notebook

    

    Assignment 5 Starter Notebook File IPYNB
  • Select activity Assignment 5 - Regex

    

    Assignment 5 - Regex
  • Select activity Assignment 6 Starter Notebook

    

    Assignment 6 Starter Notebook File IPYNB
  • Select activity Assignment 6 - Plotting

    

    Assignment 6 - Plotting
  • Select activity Inflation Data - Finland

    

    Inflation Data - Finland File CSV
  • Select activity Plots Lecture Notes

    

    Plots Lecture Notes File IPYNB
  • Select activity Course Project Description

    

    Course Project Description File PDF
  • Select activity Course Project Rubric

    

    Course Project Rubric File PDF
  • Select activity Project Proposal Dropbox

    

    Project Proposal Dropbox Assignment
  • Select activity Assignment 7 Starter Notebook

    

    Assignment 7 Starter Notebook File IPYNB
  • Select activity Assignment 7 - Regression Models

    

    Assignment 7 - Regression Models
  • Select activity Assignment 7 Grade Data Description

    

    Assignment 7 Grade Data Description URL
  • Select activity Assignment 8 Starter Notebook

    

    Assignment 8 Starter Notebook File IPYNB
  • Select activity Assignment 8 - Decision Trees / CARTs

    

    Assignment 8 - Decision Trees / CARTs
  • Select activity Assignment 9 Starter Notebook

    

    Assignment 9 Starter Notebook File IPYNB
  • Select activity Assignment 9 - Random Forests

    

    Assignment 9 - Random Forests
  • Select activity Info about MNIST Data

    

    Info about MNIST Data URL
  • Select activity Assignment 10 Starter Notebook

    

    Assignment 10 Starter Notebook File IPYNB
  • Select activity Assignment 10 - Natural Language Processing (NLP)

    

    Assignment 10 - Natural Language Processing (NLP)
  • Select activity Pride and Prejudice Text

    

    Pride and Prejudice Text URL
  • Select activity Assignment 12 Starter Notebook

    

    Assignment 12 Starter Notebook File IPYNB
  • Select activity Assignment 12 - Web Scraping

    

    Assignment 12 - Web Scraping
  • Select activity Assignment 13 Starter Notebook

    

    Assignment 13 Starter Notebook File IPYNB
  • Select activity Assignment 13 - Web APIs

    

    Assignment 13 - Web APIs
  • Select activity Final Project Submissions

    

    Final Project Submissions Assignment
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  • Select activity AIzaSyAtK1zvQTMUv4aYgGbNJg4SItBcFut4r-M

    

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