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Certificate in Data Analytics for Descriptive Analysis

高峰進修學院
高峰進修學院
最新課程/研討會
課程編號
PE4200403
課程範疇
資訊科技
課程程度
短期課程
開辦院校
高峰進修學院
上課時數
30
課程費用
港幣$5,300
班號 開課日期 上課地點 教學語言 網上申請 備註
PE4200403(21OCT2019) 2019.10.21 高峰進修學院
主要為粵語,輔以英語
Date: 21 Oct 2019 - 20 Nov 2019 (10 classes, Wed & Fri)
Time: 19:00 - 22:00
Duration: 30 hours
Venue: VTC Tower, 27 Wood Road, Wanchai
PE4200403(19NOV2019) 2019.11.19 高峰進修學院
主要為粵語,輔以英語
Date: 19 Nov 2019 - 19 Dec 2019 (10 evenings, every Tue & Thur)
Time: 19:00 - 22:00
Duration: 30 hours
Venue: VTC Tower, 27 Wood Road, Wanchai

(此課程目標只提供英文版)

 

Target Audience:

Those who are interested in big data analytics, IoT and the career of a Data Scientist

 

Prerequisites

To benefit most from the course, participants are expected to have some basic knowledge of programming such as Python.

 

Introduction

 

The course aims to provide students with knowledge in Big Data analysis techniques, managing a data project and corresponding knowledge discovery in Big data. Participants are expected to get familiar with useful programming languages for big data application, data mining skills, and visualization tools for analytics. The programme provides an innovative method to drill knowledge for the improvement of business judgments.

 

Course Contents

 

1.  Concepts of big data

  • Definition of Big Data
  • Characteristics of Big Data
  • Business Motivations and Drivers for Big Data Adoption
  • Big Data Adoption and Planning Considerations
  • Challenges for Big Data

2.  Concept of Data Mining

  • Definition of Data Mining
  • Objectives of descriptive analysis
  • Major steps of Data Mining Approaches

3.  Introduction to programming for Big data

  • Basic syntax of Big data programming languages
  • Standard coding style for Big Data programming script

4.  Data Acquisition and preparation

  • Challenges on Collecting data
  • Possible solutions for challenges
  • ETL process

5.  Practical Data model for descriptive analysis

  • Data modelling foundations
  • Data representation technique
  • Understanding pattern in model

6.  Data Visualizations and fact finding

  • Selections of data model for dashboard
  • Dashboard Design
  • Fact find and storytelling techniques
  • Case study

 

Speaker Profile

Mr Benson Lau has ample experience in the training and application of data science and analytics. He is the Lead Trainer of the IVE Big Data Team who have accomplished great achievements in various big data competitions.

 

 


入學條件

年滿十八歲或以上


備註

Speaker Profile

 

Mr Benson Lau has much experience in the training and application of data science and analytics. He is also the Lead Trainer of the IVE Big Data Team in various big data competitions. The team members accomplished great achievements in different big data competitions such as the first prize and second prize in TipDM Cup Data Analysis Vocational Skills Competition co-organized by TipDM and National University Big Data Education Alliance.

 

EnrollmentPlease use the attached enrollment form and follow the “Notes for Applicants” in the form to apply for courses.All places are allocated on a first-come-first-served basis. Incomplete forms and forms received without payment will be regarded as unsuccessful applications.Deadline for Application7 working days (Exclusive of Saturdays) prior to class commencement date. Notification of Class Commencement Successful applicants will be notified of the class information by the contact method specified on the enrollment form at least 3 working days before class commencement. PEAK will not be responsible for the loss of class notification sent by mail. Please contact us if you do not receive the notification before the class commencement (Tel.: 2836 1906).Course Fees/Receipt For a course commencing within 7 working days at the time of enrollment, trainees are required to settle the course fee by cash.Course fees paid are also non-refundable, except for cases of unsuccessful applications and course cancellation or rescheduling. Fees paid and places enrolled are also not transferable, and request for course swapping will not be entertained.Trainees will sign and collect the receipt at the first lesson. Fees paid after the enrollment deadline may result in delay in receipt issuing. For those who have not collected the receipts at the first lesson, our staff will contact them for picking up / mailing arrangement. PEAK will not be responsible for any loss in mailing. Trainees will be required to pay an administrative charge of HK$100 for their request for each additional receipt copy. Please send crossed cheque payable to “Vocational Training Council” with a written application attention to “The Course Team” of the Institute. (Inquiry: 2836 1862)Enrollment Form for Programme ApplicationPlease download here

Mr. Cliff Chu
Tel.: 2836 1898
E-mail: cliffchu@vtc.edu.hk

Mr. Kento Tsang
Tel.: 2919 1429
E-mail: ttk2018@vtc.edu.hk

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課程特點圖示
課程特點圖示:
  • 網上報名
  • 持續專業發展課程
  • 再工業化及科技培訓計劃
  • 普通話課程
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  • 最新課程/研討會
  • 持續進修基金課程
  • 職業英語課程
  • 國家普通話水平測試
  • Vplus 工程專才
  • Vplus 創意專才