Intermediate
72 Lessons
9h
Certificate of Completion
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...
Course Content
Are You Ready to Become a Data Scientist?
Python Basics
Python Libraries
More Data Science Tools
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
Conclusion
2 Lessons
How You'll Learn
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Built-in assessments let you test your skills. Completion certificates let you show them off.
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