Computing for Data Analysis

Massive Open Online Course
  • Overview
  • Course Content
  • Requirements & Materials
Overview

Computing for Data Analysis

Course Description

This course is your hands-on introduction to programming techniques relevant to data analysis and machine learning. Most of the programming exercises will be based on Python and SQL.

Course Content

The current course content is available on the edX registration page.

Requirements & Materials

Prerequisites

Recommended

You should have at least an undergraduate-level understanding in the following topics:

  • Programming proficiency in Python or similar language
  • Basic calculus
  • Probability and statistics
  • Linear algebra

Who Should Attend

This course is designed for those who are familiar with basic programming ideas at the level of the Python boot camp.

Coding boot camp professional working on laptop

What You Will Learn

  • Basic programming techniques of data analysis
  • Basic programming techniques of machine learning
Analytics professional working on two desktop monitors

How You Will Benefit

  • Build the basic components of a data analysis pipeline "from scratch."
  • Learn elementary data processing algorithms, notions of program correctness and efficiency, and numerical methods for linear algebra and mathemtical optimization.
  • Taught by Experts in the Field icon
    Taught by Experts in the Field
  • Grow Your Professional Network icon
    Grow Your Professional Network
Global Learning Icon - White section icon

Want to see all Massive Open Online Courses?

The course schedule was well-structured with a mix of lectures, class discussions, and hands-on exercises led by knowledgeable and engaging instructors.

- Abe Kani
President

TRAIN AT YOUR LOCATION

We enable employers to provide specialized, on-location training on their own timetables. Our world-renowned experts can create unique content that meets your employees' specific needs. We also have the ability to deliver courses via web conferencing or on-demand online videos. For 15 or more students, it is more cost-effective for us to come to you.

  • Save Money
  • Flexible Schedule
  • Group Training
  • Customize Content
  • On-Site Training
  • Earn a Certificate
Learn More

Want to learn more about this course?