Data Processing with Python

Master using Python for data munging, processing, visualization and exploratory data analysis.


Upcoming cohort

Jun 25 - Jul 17 2024

Meeting time

Tuesday, 10:00AM ET
Wednesday, 10:00AM ET
Thursday, 10:00AM ET
Data Processing with Python

What will I learn?

  • Get hands-on experience with data processing and analysis using Python.
  • Learn how to translate everything you do in Excel into Python code.
  • Perform advanced data transformations using Python.
  • Learn how to do time series analysis in Python.
  • Master building insightful visualizations of your data.
  • Earn a certificate of completion to show off your new skills on LinkedIn.


Numpy Fundamentals

Learn the fundamentals of ndarrays and how to perform operations with them.

Pandas Fundamentals

Learn how to work with data using Pandas series and dataframes.

Advanced Pandas I

Practice data cleaning, grouping and pivoting with Pandas.

Advanced Pandas II

Learn how to aggregate data and how to automate your analysis.

Data Visualization with Pandas & Matplotlib

Learn how to create insightful data visualizations using Pandas and Matplotlib.


With your instructor's guidance, use what you've learned in this class to build an end-to-end data analysis workflow.

Why Edlitera?

Build the coding, data and AI skills you need, online, on your own schedule. From learning to code as a beginner to mastering cutting-edge data science, machine learning and AI techniques.

Learning for the real world

Our courses are made with the input and feedback of top teams at Fortune 500 companies in Silicon Valley and on Wall Street.

No-fluff learning

Each minute of each course is packed full of insight, best practices and real-world experience from our expert instructors.

Learn by doing

Start writing code on your computer from Day One. Practice on hundreds of exercises. Apply your skills in mini-projects. Get instant feedback from video solutions.

Complete learning tracks

With over 150 hours of video lectures and hundreds of practice exercises and projects, our learning tracks will help you level up your skills whether you are a novice or an advanced learner.

Course Syllabus


  • The ndarray class
  • Indexing
  • Operations on ndarrays



  • Pandas Series
  • Pandas DataFrame
  • Loading data into Pandas
  • Pandas indices and selecting and slicing data
  • Adding and dropping data
  • Filtering data
  • Combining multiple DataFrames
  • Sorting DataFrames
  • Dealing with missing values



  • Data transformations and function applications
  • String operations and transformations
  • Aggregating data by groups
  • Automating and repeating data analysis
  • Exporting DataFrames
  • Pandas best practices
  • Handling time series data



  • Line graphs
  • Bar graphs
  • Scatter plots
  • Heat-maps
  • Exporting plots



Frequently Asked Questions

1. Who is this course for?
2. Is this a MOOC (Massive Open Online Course)?
3. What does the registration fee cover?
4. Can my employer pay for this course on my behalf?
5. I want my team to take this course. Do you offer private training for companies?
6. I’m interested. What happens after I register?
7. What happens if I miss a live session?
8. What if I have a question between sessions?
9. What kind of weekly time commitment should I expect?
10. Can I take this course if I live outside of the US?
11. What is your refund policy?
12. I have another question.

What people are saying

"I walked into the bootcamp with some basic Python syntax and walked out with a much stronger, contextualized grasp of Python, an understanding of common mistakes, the ability to solve basic coding problems, and confidence in my ability to learn more."

Randi S., Edlitera Student
Randi S., a graduate of Edlitera's Python training bootcamp

"I wanted to learn Python and be able to process data without being tied and limited by Excel and macros. These classes gave me all the tools to do so and beyond. The materials provided, the engagement of the class by the tutors and their availability to help us were excellent."

Gaston G., Edlitera Student
Gaston G., a graduate of Edlitera's Python training bootcamp

Have a question?

Contact us any time, we’d love to hear from you!