Course Information
Schedules
- Apr 2026
Registration period
26 Nov 2025 (Wed) - 31 Mar 2026 (Tue)
Price
Free
Course Level
Study Mode
Duration
7 Hour(s)
Language
Cantonese
Location
-
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Course Overview
This free Data Science course by Simplilearn is ideal for beginners, offering a comprehensive 7-hour curriculum. It covers vital topics like Python libraries, statistical analysis, and machine learning. With a 90-day access period and a completion certificate, it's a valuable resource for those aspiring to kickstart their Data Science journey.
Data Science Skills you will learn
- Exploratory data analysis
- Descriptive statistics
- Inferential statistics
- Model building and fine tuning
- Supervised and unsupervised learning
- Natural language processing
What You’ll Learn
Introduction01:21
- Lesson 1 : Data Science in 5 Minutes
- Lesson 2 : What is Data Science?
- Lesson 3 : Python Libraries for Data Science
- Lesson 4 : Linear Regression Analysis
- Lesson 5 : Logistic Regression
- Lesson 6 : Confusion Matrix
- Lesson 7 : Decision Tree in Machine Learning
- Lesson 8 : Random Forest
- Lesson 9 : Support Vector Machine
- Lesson 10 : K-Means Clustering
- Lesson 11 : Dimensionality Reduction and PCA
- Lesson 12 : Data Scientist Roadmap 2024
- Lesson 13 : Data Science Interview Questions
