Big Data Analytics for Media and Communication
Python from Scratch
Moodle Classroom

Schedule

Time: Tue 12:30-14:30 | Duration: Jan - Apri 2024

Download Syllabus

  • Session 1

    Python Set-up

    Jan 10 - Week 1 Introduction & Installation
    Jan 17 - Week 2 Data Type
    Jan 31 - Week 4 Function

  • Session 2

    Data Visualization

    Feb 7 - Week 5
    Bar/Line Chart & Scatter Plot
    & Mapping

  • Session 3

    Web Crawling

    Feb 14 - Week 6 Knowing HTML
    Feb 21 - Week 7 Web Crawling

  • Session 4

    Natural Language Processing

    Feb 28 - Week 8 Chinese tokenization
    & Word Embedding

  • Session 5

    Machine Learning

    Mar 7 - Week 9 Unsupervised ML
    Mar 14 - Week 10 Supervised ML (concept)
    Mar 21/28 - Week 11/12 Supervised ML (practice)

  • Session 6

    Hackathon

    Apr 4 - Week 13 Using APIs
    Apr 18 - Hackathon

  • Be Part
    Of Our
    Story!

Materials

Lecture Notebook & Assignments

Week 1

Intro & Install

Week 2

Data Type

Week 4

Function

Week 5

Data Visualization

Week 6

Knowing HTML

Week 7

Web Crawling

Week 8

Natural Language Processing

Week 9

Unsupervised Machine Learning

Week 10

Supervised Machine Learning (concept)

Week 11

Supervised Machine Learning (practice)

Week 12

Supervised Machine Learning (continued)

Week 13

Using APIs

Week 15

Hackathon

Our Amazing Team

Yuner ZHU

Instructor

Yifeng LUO

Teaching Assistant

Contact Us

Should you have any enquiries, feel free to let us know!