Data Processing with Python

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

STUDENT RATING

4.98

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.

Course Curriculum

MODULE 1

Python Review

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

MODULE 2

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.

MODULE 3

Advanced Pandas and Intro to Time Series Analysis

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

MODULE 4

Data Visualization Techniques

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

MODULE 5

Consuming APIs and JSON

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

MODULE 6

Capstone Project

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

Live, Online, Instructor-Led

Learn face-to-face in live online sessions with your instructor and peers from anywhere in the world.

Hands On

All our trainings involve in-class, hands on practice that is relevant to your team's goals. At the end of the training, your team will be ready to hit the ground running.

Elite Instructors

Learn from an elite team of industry experts who have taught at universities such as Harvard, and have trained teams at companies such as ANZ Bank.

Help When You Need It

Forget about the frustration of getting stuck while watching online videos. Our instructors are here to help in-between sessions, so you can have a smooth learning experience.

Frequently Asked Questions

Have a question?

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