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Beginner

Data Science Foundations

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Overview
Curriculum
  • 3 Sections
  • 9 Lessons
  • 6 Quizzes
  • 10h Duration
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Python for Data Analysis
3 Lessons2 Quizzes
  1. Introduction to Python
  2. Working with Data Structures
  3. Introduction to Pandas
  4. Python Fundamentals
  5. Pandas & Data Structures
Data Cleaning & Visualization
3 Lessons2 Quizzes
  1. Handling Missing Data
  2. Data Visualization Fundamentals
  3. Using Matplotlib and Seaborn
  4. Data Cleaning
  5. Visualization Assessment
Introduction to Machine Learning
3 Lessons2 Quizzes
  1. What Is Machine Learning?
  2. Supervised vs Unsupervised Learning
  3. Building Your First Model
  4. Machine Learning Basics
  5. Model Building Assessment

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.

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