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Learner Reviews & Feedback for Introduction to Data Science in Python by University of Michigan

4.5
stars
27,120 ratings

About the Course

This course will introduce the learner to the basics of the python programming environment, including fundamental python programming techniques such as lambdas, reading and manipulating csv files, and the numpy library. The course will introduce data manipulation and cleaning techniques using the popular python pandas data science library and introduce the abstraction of the Series and DataFrame as the central data structures for data analysis, along with tutorials on how to use functions such as groupby, merge, and pivot tables effectively. By the end of this course, students will be able to take tabular data, clean it, manipulate it, and run basic inferential statistical analyses. This course should be taken before any of the other Applied Data Science with Python courses: Applied Plotting, Charting & Data Representation in Python, Applied Machine Learning in Python, Applied Text Mining in Python, Applied Social Network Analysis in Python....

Top reviews

HC

May 4, 2018

It's very useful specially for new learner because it only dives into the part of python that data science need. I strongly recommend to anyone even if you don't have experience in programming before.

PK

May 10, 2020

The course had helped in understanding the concepts of NumPy and pandas. The assignments were so helpful to apply these concepts which provide an in-depth understanding of the Numpy as well as pandans

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5526 - 5550 of 5,963 Reviews for Introduction to Data Science in Python

By Rohit R

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Jul 12, 2020

Lecture explanation could have been better

By Jin H

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Oct 15, 2017

Good materials but video doesn't help much

By Oleg K

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Nov 5, 2018

Compare to Machine Learning from Stanford

By Shraddha K

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Mar 2, 2019

More elaborate lectures would help more!

By 丁浩然

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Oct 7, 2018

The assignment is a little bit hard....

By Lina H

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Mar 27, 2022

Good for beginners in pandas and numpy

By COMP-25 N S P

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Jun 16, 2020

more practice video need to be added

By Pakin P

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Jan 10, 2020

why not have expect output for check

By Venkata S K R C

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Dec 5, 2017

Totally not for absolute beginners .

By Deyi L

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May 17, 2020

Homework is too hard for beginners.

By SAHARSH G

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Nov 2, 2019

Should be little more descriptive.

By Sara R

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Jul 24, 2018

Please change your teacher. Thanks

By murali m

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Apr 3, 2018

Explanation could have been better

By Gagandeep S

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May 13, 2018

Good course but not for beginners

By Tracy C

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Dec 20, 2016

assignment is a little bit messy.

By Osman D

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Jun 5, 2020

The assignments were too vague.

By Samyak J

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Jul 20, 2020

The instructor is a bit fast.

By Keerthana V

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Jul 24, 2020

overall good introductory!!!

By Jahanvi A

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Aug 22, 2019

The instructor went too fast

By PAVAN K

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Jun 8, 2020

But seems like its too fast

By TARUN K S

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Jun 5, 2020

awesome course and platform

By Dhanush P

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Apr 5, 2020

IT was more than self study

By Cheemalamarri N s D

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Nov 29, 2022

need some more explanation

By Carlos A V G

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Jun 5, 2020

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nts are very hard.

By Peiyan G

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Aug 5, 2020

Assignment too difficult