Introduction to Big Data Analytics Module I
Python from Scratch
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Schedule

Time: Sat 3:00-5:30pm | Duration: Jan - March 2019

Download Syllabus

  • Session 1

    Python Set-up

    Jan 12 - Week 1 Introduction & Installation
    Jan 19 - Week 2 Data Type & Function

  • Session 2

    Data Visualization

    Jan 26 - Week 3 Bar/Line Chart & Scatter Plot
    Feb 16 - Week 4 Mapping

  • Session 3

    Web Crawling

    Feb 23 - Week 5 Knowing HTML
    & Web Crawling

  • Session 4

    Natural Language Processing

    Mar 2 - Week 6 Chinese tokenization
    & Word Embedding

  • Session 5

    Machine Learning

    Mar 9 - Week 7 Unsupervised ML
    Mar 16 - Week 8 Supervised ML (concept)
    Mar 23/30 - Week 9/10 Supervised ML (practice)

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    Of Our
    Story!

Materials

Lecture Notebook & Assignments

Week 1

Intro & Install

Week 2

Data Type & Function

Week 3

Pie/Bar/Scatter Chart

Week 4

Geo Mapping

Week 5

Knowing HTML & Web Crawling

Week 6

Natural Language Processing

Week 7

Unsupervised Machine Learning

Week 8

Supervised Machine Learning (concept)

Week 9

Supervised Machine Learning (practice) I

Week 10

Supervised Machine Learning (practice) II

Our Amazing Team

Yuner Junior Zhu

Instructor

King-wa Fu

Supervisor

Benjamin Lam

Admin

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