Course Information
Schedules
- 19 May 2025 (Mon) - 22 May 2025 (Thu)
Registration period
13 Mar 2025 (Thu) - 18 May 2025 (Sun)
Price
HKD 11,000
Course Level
Study Mode
Duration
4 Day(s)
Language
Cantonese
Location
2/F, Centre Point, 181 Gloucester Road, Wanchai, Hong Kong
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Course Overview
Overview:
In this course, you'll learn the fundamentals of data analysis with Python. By the end of this
course, you'll know how to read data from multiple sources like CSVs, SQL and Excel, and
process that data using multi-dimensional arrays in NumPy, manipulate DataFrames in
Pandas, and visualize it using Matplotlib and Seaborn, use web scraping packages to extract
data from websites, gain insight into basic machine learning concepts and techniques and
use GenAI tool on coding.
Course Duration:
4 days
What You’ll Learn
Course Outline:
1. Python Review
2. NumPy Basics
3. Panda Basics
4. Pandas: DataFrame Basics
5. Data Visualization
6. Getting Data and Manipulation
7. Web Scraping using Python
8. Introduction to Machine Learning with Scikit-learn
9. Using GenAI Tool on Coding
Skills covered in this course
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