Data Processing with Python

Master using Python for data munging, processing, visualization, exploratory analysis and extracting data from public APIs.

Data Processing with Python

What will I learn?

  • Get hands-on experience with data processing and analysis using Python.
  • Learn how to get data from public APIs and other sources.
  • Perform advanced data transformations using Python.
  • Learn how to do time series analysis in Python.
  • Master building insightful visualizations of your data.
  • Learn how to work with JSON data.


Python Review

Review advanced Python programming topics, such as object-oriented programming, pickling and handling errors.

Introduction to Numpy and Pandas

Learn the basics of Numpy and Pandas data structures and functionality. Practice using both to load, filter, sort and interpolate data.

Advanced Pandas and Intro to Time Series Analysis

Master advanced data transformations and Pandas best practices. Get started with time series analysis.

Data Visualization Techniques

Learn how to build different visualizations of your data. Visualize time series data.

Consuming APIs and JSON

Learn how to get data from public APIs and how to handle JSON data.

Capstone Project

With your instructor's guidance, use what you've learned in this class to build a custom project.

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.

Frequently Asked Questions

1. Who is this course for?
2. Is this a MOOC (Massive Open Online Course)?
3. What is the format of this course?
4. Can you tweak the content of the course for my team?
5. What if I have other questions?

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!