Free Certification Course to Learn Data Analysis with Python

  • Home
  • Free Certification Course to Learn Data Analysis with Python

Data Analysis with Python

Mark as Favorite Share
image

What Will You Learn?

In the Data Analysis with Python Certification, you'll learn the fundamentals of data analysis with Python. By the end of this certification, you'll know how to read data from sources like CSVs and SQL, and how to use libraries like Numpy, Pandas, Matplotlib, and Seaborn to process and visualize data.

About This Course

Provider: Freecodecamp
Format: Online
Duration: 300 hours to complete [Approx]
Target Audience: Beginners
Learning Objectives: After completing this free course, you'll become proficient in data analysis using python
Course Prerequisites: NA
Assessment and Certification: Earn a Certificate upon completion from the relevant Provider
Instructor: Freecodecamp
Key Topics: Data Analysis, Python Data Analysis, NumPy, Pandas, Matplotlib, Seaborn, Jupyter, SQL
Topic Covered: 
  2. - Introduction to Data Analysis
  3. - Data Analysis
  4. - How to use Jupyter Notebooks Intro
  5. - Jupyter Notebooks Cells
  6. - Jupyter Notebooks Importing and Exporting Data
  7. - Numpy Introduction
  8. - Numpy Arrays
  9. - Numpy Operations
  10. - Numpy Boolean Arrays
  11. - Numpy Algebra and Size
  12. - Pandas Introduction
  13. - Pandas Indexing and Conditional Selection
  14. - Pandas DataFrames
  15. - Pandas Conditional Selection and Modifying DataFrames
  16. - Pandas Creating Columns
  17. - Data Cleaning Introduction
  18. - Data Cleaning with DataFrames
  19. - Data Cleaning Duplicates
  20. - Data Cleaning and Visualizations
  21. - Reading Data Introduction
  22. - Reading Data CSV and TXT
  23. - Reading Data from Databases
  24. - Parsing HTML and Saving Data
  25. - Python Introduction
  26. - Python Functions and Collections
  27. - Python Iteration and Modules
  28. - What is NumPy
  29. - Basics of Numpy
  30. - Accessing and Changing Elements, Rows, Columns
  31. - Initializing Different Arrays
  32. - Initialize Array Problem
  33. - Copying Arrays Warning
  34. - Mathematics
  35. - Reorganizing Arrays
  36. - Loading Data and Advanced Indexing
  37. - Project 1: Mean-Variance-Standard Deviation Calculator
  38. - Project 2: Demographic Data Analyzer
  39. - Project 3: Medical Data Visualizer
  40. - Project 4: Page View Time Series Visualizer
  41. - Project 5: Sea Level Predictor

0 Comments

No reviews yet !!

Please login first

Course Tags
Data Analysis Course Free Data Analysis Course Data Analysis With Python Top Free Course Full Data Analysis Course Data Analysis Projects