Prepare for data science interviews by learning key concepts and interview questions, focusing on fundamentals and algorithms.
Intermediate
72 Lessons
9h
Certificate of Completion
Prepare for data science interviews by learning key concepts and interview questions, focusing on fundamentals and algorithms.
AI-POWERED
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This course includes
This course includes
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
Are You Ready to Become a Data Scientist?
Python Basics
Python Libraries
Data Structures and Algorithms - I
Data Structures and Algorithms - II
4 Lessons
Statistics and Probability
6 Lessons
Feature Engineering
6 Lessons
Basics of Machine Learning
3 Lessons
Regression
5 Lessons
Classification
7 Lessons
Unsupervised Learning
4 Lessons
Advanced Topics in Machine Learning
4 Lessons
Course Author
Trusted by 1.4 million developers working at companies
Anthony Walker
@_webarchitect_
Evan Dunbar
ML Engineer
Carlos Matias La Borde
Software Developer
Souvik Kundu
Front-end Developer
Vinay Krishnaiah
Software Developer
Eric Downs
Musician/Entrepeneur
Kenan Eyvazov
DevOps Engineer
Souvik Kundu
Front-end Developer
Eric Downs
Musician/Entrepeneur
Anthony Walker
@_webarchitect_
Evan Dunbar
ML Engineer
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