Data Science Interview Handbook
INTERACTIVE COURSE

Data Science Interview Handbook

Intermediate

72 Lessons

9h

Certificate of Completion

Data Science Interview Handbook
140 Playgrounds
205 Quizzes
168 Illustrations

Course Overview

This course will increase your skills to crack the data science or machine learning interview. You will cover all the most common data science and ML concepts coupled with relevant interview questions. You will start by covering Python basics as well as the most widely used algorithms and data structures. From there, you will move on to more advanced topics like feature engineering, unsupervised learning, as well as neural networks and deep learning. This course takes a non-traditional approach to interview...Show More

Course Content

1

Are You Ready to Become a Data Scientist?

2

Python Basics

3

Python Libraries

4

More Data Science Tools

5

Data Structures and Algorithms - I

6

Data Structures and Algorithms - II

4 Lessons

7

Statistics and Probability

6 Lessons

8

Feature Engineering

6 Lessons

9

Basics of Machine Learning

3 Lessons

10

Regression

5 Lessons

11

Classification

7 Lessons

12

Unsupervised Learning

4 Lessons

13

Advanced Topics in Machine Learning

4 Lessons

14

Conclusion

2 Lessons

COURSE AUTHOR

How You'll Learn

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Progress You Can Show

Built-in assessments let you test your skills. Completion certificates let you show them off.

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