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Dive into Data Science
What Is Data Science?
How Does Data Solve Real Problems?
Talk to Data
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
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
Decode Your Data
Unveil the Numbers and Uncover Insights
Paint the Picture
Connect the Dots
Build Smart Stuff
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
Wrap Up
Mock interview
Premium
Fundamentals of Data Science