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Practice datasets

Python cheat sheet

Data cleaning checklist

Visualization guide

Machine learning workbook

One-time for 1 person

Free

Level

Beginner

Level

Time to Complete

10 hours 0 minute

Lessons

9 Lessons

Language

English

Rating

(

0 Review

)

0

Updated:

Jun 22, 2026

Data Science Foundations

Learn the complete data science workflow from collecting and cleaning data to analyzing trends and building predictive models. This beginner-friendly course introduces Python, data visualization, statistical thinking, and machine learning through practical projects that mirror real-world business and research scenarios.

Enrolled by

0 student

What You’ll Learn?

Write Python code for data analysis

Clean and prepare datasets

Analyze data using Pandas

Create effective visualizations

Understand statistical concepts

Build basic machine learning models

Interpret and communicate insights

Complete end-to-end data projects

Course Syllabus

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Python for Data Analysis

3 Lessons2 Quizes

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Introduction to Python

Working with Data Structures

Introduction to Pandas

Python Fundamentals

Pandas & Data Structures

Student Dataset Analysis

Data Cleaning & Visualization

3 Lessons2 Quizes

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Handling Missing Data

Data Visualization Fundamentals

Using Matplotlib and Seaborn

Data Cleaning

Visualization Assessment

Sales Dashboard Project

Introduction to Machine Learning

3 Lessons2 Quizes

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What Is Machine Learning?

Supervised vs Unsupervised Learning

Building Your First Model

Machine Learning Basics

Model Building Assessment

Predictive Analytics Mini Project

Certification

Choose from a list of project topics or create your own project idea that incorporates all skills learned (e.g., a mini-banking system, personal expense tracker, or inventory manager).

Meet Your Instructor

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Wattanapon Chumpet

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4 stars

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3 stars

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