intermediate

HBR Guide to Data Analytics Basics for Managers

Grounded in the HBR Guide to Data Analytics Basics for Managers, this path helps you frame sharp questions, partner with experts, and turn metrics into clear stories. Learn to lead with evidence and make informed decisions that drive real team impact.

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Verified skills you'll gain

INTERMEDIATE

Analytical Thinking

INTERMEDIATE

Supporting with Evidence

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Course 2

Gather and Trust the Right Data

4 lessons

12 practices

This course focuses on acquiring the right data for the decision at hand. Learners practice planning targeted data searches, choosing and combining data sources, designing simple business experiments, selecting meaningful metrics, and judging data quality and bias before relying on results.

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Course 3

Analyze Data and Avoid Common Pitfalls

4 lessons

12 practices

This course builds a manager-friendly understanding of analytical thinking. Learn to grasp core concepts (ex: descriptive/diagnostic/predictive analysis, correlation, regression), question model assumptions, think beyond straight-line projections, and turn analytical results into realistic decision options instead of getting stuck in “analysis paralysis.”

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Course 4

Communicate Insights and Drive Action

4 lessons

12 practices

This course focuses on the “last mile” of analytics: communication. Practice telling clear stories with data, choosing appropriate visualizations, communicating uncertainty and risk, and handling questions or pushback so that analytics actually lead to decisions and behavior change.

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Senior Machine Learning Engineer

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I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

From our community

Hear what our customers have to say about CodeSignal Learn

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

I love that it's personalized. When I'm stuck, I don't have to hope my Google searches come out successful. The AI mentor Cosmo knows exactly what I need.

Faith Yim

Software Engineer

+14

It's an amazing product and exceeded my expectations, helping me prepare for my job interviews. Hands-on learning requires you to actually know what you are doing.

Alex Bush

Full Stack Engineer

I'm really impressed by the AI tutor Cosmo's feedback about my code. It's honestly kind of insane to me that it's so targeted and specific.

Abbey Helterbran

Tech consultant

I tried Leetcode but it was too disorganized. CodeSignal covers all the topics I'm interested in and is way more structured.

Jonathan Miller

Senior Machine Learning Engineer

+12

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11