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Introduction to Data Science and scikit-learn in Python

This course will teach you how to leverage the power of Python and artificial intelligence to create and test hypothesis. We'll start for the ground up, learning some basic Python for data science before diving into some of its richer applications to test our created hypothesis. We'll learn some of the most important libraries for exploratory data analysis (EDA) and machine learning such as Numpy, Pandas, and Sci-kit learn. After learning some of the theory (and math) behind linear regression, we'll go through and full pipeline of reading data, cleaning it, and applying a regression model to estimate the progression of diabetes. By the end of the course, you'll apply a classification model to predict the presence/absence of heart disease from a patient's health data.

状态:Data Structures
状态:Classification Algorithms
初级课程小时

精选评论

AG

4.0评论日期:Nov 27, 2021

Good introduction. A bit too short for a 4-week course. The autograder is not very good, and some solutions are wrong.

RS

4.0评论日期:Aug 5, 2025

Get you started with the basics. Explanation is great but some topics are only covered by referring you to the documentation. Lab solutions helped fill knowledge gaps not covered in lectures.

DH

5.0评论日期:Apr 4, 2022

The topic is great, and the linkage and references provided are valuable.The hands-on quiz should be supported with better instructions and descriptions regarding what to do.

CT

4.0评论日期:Jan 30, 2022

It could be better if we can see where we did wrong after each assignment. Good and well-paced course otherwise

所有审阅

显示:20/22

Karol Pokomeda
2.0
评论日期:May 4, 2022
Ricardo Alexandrino
1.0
评论日期:May 5, 2023
David Huang
5.0
评论日期:Apr 5, 2022
Moon pink
5.0
评论日期:Nov 9, 2021
Luca Signorile
3.0
评论日期:Mar 1, 2022
Lewis Nguyen
2.0
评论日期:Nov 9, 2022
Deleted Account
1.0
评论日期:Oct 28, 2021
Juanjo Silva
5.0
评论日期:Aug 19, 2021
Abhishek Kumar Rai
5.0
评论日期:Jan 26, 2026
Santosh K R
5.0
评论日期:Apr 23, 2025
Ayush Tibrewala
4.0
评论日期:Jan 15, 2023
Ranine Samad
4.0
评论日期:Aug 6, 2025
Andrei Gorbatch
4.0
评论日期:Nov 28, 2021
Celine Tesvara
4.0
评论日期:Jan 30, 2022
TRIDIP MANDAL
4.0
评论日期:Jan 31, 2026
Katie
3.0
评论日期:Feb 22, 2024
Maarten van der Steen
3.0
评论日期:Nov 14, 2022
NESTOR ENRIQUE VALADEZ PeREZ
3.0
评论日期:Jul 25, 2023
Markus Kellmann
2.0
评论日期:Oct 30, 2024
Tanishq Patil
2.0
评论日期:Oct 9, 2023