Curriculum
Python for Data Analysis 3 Lessons
-
Introduction to Python
-
Working with Data Structures
-
Introduction to Pandas
Data Cleaning & Visualization 3 Lessons
-
Handling Missing Data
-
Data Visualization Fundamentals
-
Using Matplotlib and Seaborn
Introduction to Machine Learning 3 Lessons
-
What Is Machine Learning?
-
Supervised vs Unsupervised Learning
-
Building Your First Model
Final assessment 6 Quizzes
- Python Fundamentals Quiz Pass: 80%
- Pandas & Data Structures Quiz Pass: 80%
- Data Cleaning Quiz Pass: 80%
- Visualization Assessment Quiz Pass: 80%
- Machine Learning Basics Quiz Pass: 80%
- Model Building Assessment Quiz Pass: 80%
About This Course
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.
What you will 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
Requirements
- Basic computer skills
- No programming experience required
- Python installation recommended
- Google Colab or Jupyter Notebook access
Target audience
- Students
- Aspiring Data Analysts
- Aspiring Data Scientists
- Business Professionals
- Researchers
- Career Switchers
Materials included
- Practice datasets
- Python cheat sheet
- Data cleaning checklist
- Visualization guide
- Machine learning workbook
Course Curriculum 3 Sections • 9 Lessons • 6 Quizzes
Python for Data Analysis 3 Lessons
-
Introduction to Python
-
Working with Data Structures
-
Introduction to Pandas
Data Cleaning & Visualization 3 Lessons
-
Handling Missing Data
-
Data Visualization Fundamentals
-
Using Matplotlib and Seaborn
Introduction to Machine Learning 3 Lessons
-
What Is Machine Learning?
-
Supervised vs Unsupervised Learning
-
Building Your First Model
Final assessment 6 Quizzes
- Python Fundamentals Quiz Pass: 80%
- Pandas & Data Structures Quiz Pass: 80%
- Data Cleaning Quiz Pass: 80%
- Visualization Assessment Quiz Pass: 80%
- Machine Learning Basics Quiz Pass: 80%
- Model Building Assessment Quiz Pass: 80%
Meet Your Instructor
admin
3 Courses
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