Unisoft Education Centre

Diploma in Data Science and Machine Learning with Pytho
數據科學和機器學習文憑課程

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Course Information

Schedules
  • 14 Nov 2024 (Thu) 7:00 PM
Registration period
28 Oct 2024 (Mon) - 13 Nov 2024 (Wed)
Price
HKD 1,480
Study Mode
Duration
7.50 Hour(s)
Language
Cantonese, English
Location
九龍佐敦德興街12號興富中心5樓501室
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Course Overview

Data Science 資料科學是近來熱門的課程項目。 本課程分為兩階段, 第一階段學員先學習 Python程式語言及其相關的擴展程式庫 ,例如用來繪製圖表的 Matplotlib, 資料表分析工具 Pandas , 可以讓Excel自動化的 OpenPyXL等。 完成此階段後, 學員便可利用 Python程式將 Excel工序自動化及作出不同程度的資料分析 (Data Analysis)。 第二階段學員便會學習何謂機械學習 (Machine Learning),學員先利用 Web Scrapping 技術去尋找各種資料來源,將資料轉化為成適合機械學習學習的資料結構 (Numpy Array)。 便可利用 Scikit-Learn 所提供的各種機械學習演算法 (Algorithms) 去培訓資料模型 (Data Model),然後便可利用使模型去進行不同類型的資料預測及分類, 最後再配合更先進的繪圖工具 Seaborn 來繪製圖表,完成整個資料學習的開發階段。

Certificate in Python Data Analysis (CPD2023)
適合初學者修讀,無需任何經驗,由淺入深教學

What you can learn ?
Learn how to use variables to store simple data
Learn how to use List and Dictionary data structures
Learn how to use decision making
Learn how to use looping
Learn how to use Pandas to store data
Learn how to import and export Pandas data
Learn how to use draw charts using Matplotlib
Learn how to control Excel using OpenPyXL
Learn how to automate Excel operations
Learn how to use Python with PowerBI
Learn how to enhance PowerBI with Python

What You’ll Learn

COURSE OUTLINE

GETTING STARTED WITH PYTHON

WORKING WITH PANDAS

EXCEL DATA HANDLING WITH PYTHON

VISUALIZATION USING MATHPLOTLIB

EXCEL AUTOMATION USING OPENPYXL

WORKING WITH POWERBI

Certificate in Python Data Analysis - 14th Nov 2024 逢星期四晚上7:00 開課



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