Python for Big Data Analytics Certificate Program
10009582-02
香港九龍達之路78號
2020-11-20
林小姐,電話:2788 5800 / 胡小姐,電話:2788 5038
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Course Description

This course is intended for participants who aspire to stretch his analytics competencies in the organization using open-source technology to apply Python programming best practices to perform moderate sophisticated analytics processes, data prepping and modelling tasks for simple predictive analytics using machine learning with Python.

This 2 days course will use Python as the programming language across all analytics processes. Upon completion of this course, you will be able to use Python in data prepping tasks and prepare models for predictive analytics. You will learn how to use Pandas and various Python libraries, everything from importing spreadsheet data to processing sets for time-series analysis, machine learning and even AI.

Course Outline:

Content (highlights)

Python for Data Analytics

  • Python data structure and programming
  • Lambda and Python libraries
  • Data profiling, statistical computation, data cleansing & munging with Pandas
  • Perform interactive data analytics with Python
  • Case studies: Finance, Logistics, Airline and Utilities etc.

Machine Learning Essentials

  • Machine Learning (ML) and Artificial Intelligence (AI)
  • Machine Learning best practice – CRISP-DM
  • Popular Machine Learning algorithms and models

Duration

Date : 20-21 Nov, 2020 (Fri-Sat)
Time: 09:00 – 17:00 (Total 14 hours)

Language

Cantonese, supplemented with English technical terms

Who Should Attend

It is highly relevant to participants who involve in the requirements input, design, development, delivery and ultimate use of the digital initiatives including data consumer, digital initiatives decision maker, business analyst, and operational line managers.

Prerequisite

  • Computer operation & basic internet skill
  • Any computer language skill
  • Basic Excel skill

Course Fee

HK$6,000  (May up to HK$4,000* subsidy)

*This course is subject to approval under Reindustrialisation and Technology Training  Programme  (RTTP) ,  which offers up to 2/3 course fee reimbursement upon successful applications. For details:   https://rttp.vtc.edu.hk

Award of Certificate of Attendance

Participant with full attendance of class will be awarded a Certificate of Attendance issued by the Hong Kong Productivity Council

 

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