Learn Data Science - AI-Powered Learning for Developers

This course will help you start your journey to becoming a data scientist. You’ll learn the basic ideas, useful tools, and real-life examples you need to begin your career.

Beginner

26 Lessons

Certificate of Completion

This course will help you start your journey to becoming a data scientist. You’ll learn the basic ideas, useful tools, and real-life examples you need to begin your career.

AI-POWERED

Code Feedback

Explanations

AI-POWERED

Code Feedback

Explanations

This course includes

90 Playgrounds

30 Quizzes

This course includes

90 Playgrounds

30 Quizzes

Course Overview

Data science is all about using data to understand the world around us. It helps answer questions, solve problems, and make better business, health, sports, and other decisions. Even if you’ve never worked with data, this course will guide you step by step into this exciting and fast-growing field. You’ll start by learning what data science means and how it’s used in real life. Then, you’ll get hands-on with real data, learning how to find, clean, and explore it using simple tools like SQL and Python (pand...Show More

TAKEAWAY SKILLS

Pandas

Sql

Machine Learning

Data Visualisation

What You'll Learn

An understanding of what data science is and why it’s useful

The ability to learn how to collect and work with data

The ability to use basic tools like SQL and Python to work with data

Hands-on experience creating simple graphs and charts to understand data

The ability to build and test simple machine learning models that can make predictions using data

What You'll Learn

An understanding of what data science is and why it’s useful

Course Content

Dive into Data Science

Explore what data science is and why it matters.

What Is Data Science?

How Do Data Solves Real Problems?

Talk to Data

Access and query data using Python and SQL tools.

Know Your Data Meet the Data Hello, Data! Meet SQL Ask Bigger Questions Mix and Match Data Coding Exercise: Analyzing Best-Selling Categories

Clean It Up

Fix, shape, and prepare data for analysis.

Why Data Needs a Clean Up Table Talk: Meet pandas Patch the Gaps Shape It Right Scale It Right Coding Exercise: Clean the Employee Survey Data

Make Sense of Data

Understand and visualize data patterns and stats.

Decode Your Data Unveil the Numbers and Uncover Insights Paint the Picture Connect the Dots

Build Smart Stuff

Apply models to predict, classify, and cluster.

What Is Machine Learning?Set Up Your Data for Learning Build a Predictor Teach Your Model to Choose Group the Similar Stuff Evaluation Coding Exercise: Classify and Cluster Customer Data

Conclusion

1 Lesson

Quick recap of the data scientist course.

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