/MSBD-2018Fall

HKUST Big Data Technology(BDT) program homework package

Primary LanguageJupyter Notebook

Hi, this is a repo built for students major in big data technology(BDT) in HKUST.
Feel free to send a pull request on the repo to help each other improve the programming skill.

Summary

The Goal of this repo is:

  • to create a community for programming issue [Remove]
  • to improve programming skill by learning from other's code and in-time review
  • to record, organize, and improve the existing state-of-art algorithm learnt from lessons [Remove]
  • to store and present what I have done in 2018Fall MSBD program [New]

Workload

Course Assignment
5001
Foundations
of Data Analytics 		• Group project
• Individual project: Inclass Kaggle [Link & Solution]
• Midterm Exam
5002
Knowledge Discovery
and Data Mining 		• Assignment 1: HashTree & FPTree [Solution]
• Assignment 2: Ensemble Learning [Solution]
• Assignment 3: Unsupervised Learning [Solution]
• Group Project: KDD 2018
5003
Big Data Computing 		• Assignment 1: RDD
• Assignment 2: DataFrames
• Assignment 3: Algorithm Design
• Assignment 4: Graphs and Streams
• Final Exam
5005
Data Visualization 		• InClass Exercise
• Individual Project [Demo]
• Group Project [Demo]
• Final Exam
5014
Independent Project 		• Human-eye on Deep Learning [Link]

Deadline

  • Deadline(09/28/2018): 5002 Assignment 1 [Solution]
  • Deadline(10/10/2018): 5001 Midterm
  • Deadline(10/12/2018): 5003 Assignment 1
  • Deadline(10/23/2018): 5002 Midterm
  • Deadline(10/24/2018): 5005 Individual Presentation [Demo] [Essay]
  • Deadline(10/25/2018): 5002 Assignment 2 [Solution]
  • Deadline(10/26/2018): 5001 Group Project Proposal
  • Deadline(10/26/2018): 5003 Assignment 2
  • Deadline(10/29/2018): 5003 Group Project Proposal
  • Deadline(11/01/2018): 5005 Group Project Proposal
  • Deadline(11/12/2018): 5003 Assignment 3
  • Deadline(11/13/2018): 5002 Assignment 3 [Solution]
  • Deadline(11/15/2018): 5005 Short Eassy
  • Deadline(11/21/2018): 5001 Individual Competition [Runner-up Solution]
  • Deadline(11/26/2018): 5003 Group Project Presentation
  • Deadline(11/29/2018): 5005 Group Project Presentation [Demo]
  • Deadline(11/30/2018): 5002 Project
  • Deadline(12/10/2018): 5002 Final
  • Deadline(12/10/2018): 5003 Final
  • Deadline(12/13/2018): 5005 Final

Contributor

Jiawei Zhou

Expecting more contributors.