• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    Chevron Left
    Back to Introduction to Data Science in Python

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

    Filled StarFilled StarFilled StarFilled StarHalf Faded Star
    4.5
    stars
    27,158 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 an...
    ...

    Top reviews

    PK

    May 10, 2020

    Filled StarFilled StarFilled StarFilled StarFilled Star

    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

    AV

    Jan 1, 2017

    Filled StarFilled StarFilled StarFilled StarFilled Star

    To be an introductory course I struggled a lot, is a very practical course, and the assignements encourage you to learn more. This is the best technical course I have taken. Lo recomiendo ampliamente

    Filter by:

    801 - 825 of 5,968 Reviews for Introduction to Data Science in Python

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Marc T

    •

    Nov 8, 2016

    Very nice course format. Sometimes really challenging, and outright fun ! I wish there would have been a little more participation by staff / mentors, but this is just a minor cutback. Recommended to everyone !

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By SHIBLI N

    •

    Dec 2, 2022

    Nice Course Materials. Assignments are a little bit challenging which makes the course so special and it helps me good understanding of the lecture. I think, a little improvement is necessary in regex section.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Ravi

    •

    Aug 30, 2019

    This course is fabulous, most of the time we have to learn on our own.Teaching staff is giving valuable suggestions to each and every question posted by students.After completion of course you feel confidence.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Yves T

    •

    Aug 10, 2019

    Great course with assignments that are challenging but not too hard. The difficulty is balanced and I really feel I master the knowledge. The lessons are great. The staff was responsive when I asked questions.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Harold

    •

    Jan 14, 2019

    This course has an in-depth exposure to pandas, and how to manipulate dataframes. I found it quite challenging and rewarding, as it improved my knowledge of series, dataframes and data manipulations in Python.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By James C

    •

    Mar 26, 2018

    A profound and delightful experience of online learning.

    I especially impressed by the exercise of submitting assignment.

    It is so excited to get it passed while I can really learn something from those exercise.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Lawrence O

    •

    Mar 29, 2017

    Very informative introduction to Data Science using Python. Well presented and explained by the instructor. I will recommend this for python beginners and intermediate learners.

    I enjoyed it, hope you will too.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Kaustav T

    •

    Jan 31, 2017

    The course material is very short and precise. Previous knowledge of Python is helpful. This course serves its purpose as an introduction to Python libraries and how they are used in the field of Data Science.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Max R

    •

    Jan 4, 2017

    Very well prepared course, good quality video and audio too (some of the older courses have crappy audio)... this class gives you enough information to allow you to research and attack new problems on your own

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Robert M

    •

    Jun 28, 2021

    The homework was challenging. Sometimes the question didn't seem quite clear. But the forums were a HUGH help - lots of great hints and some partial solutions that let you know if you're on the right track.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Mark

    •

    Jun 28, 2019

    Excellent course, challenging assignments, the lectures go through material quickly, but they're efficient. This course requires a lot of external research, which is good in my opinion because it's realistic.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Pankaj K M

    •

    Jul 6, 2020

    the course is been really helpful to learn several python libraries like pandas,numpy,scipy etc that are widely used in data science so far hence the overall course was really awesome. Thank you Coursera. :)

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By SaketKr

    •

    Jul 11, 2018

    It was seriously an awesome experience, I got to learn about so many new concepts and with a bit more of practice, I feel a lot more confident. I can't thank enough to Coursera, and I'll be grateful forever.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Arian J

    •

    Jan 4, 2018

    The course is overall good but it's in a fast pace and the instructor is teaching very fast. However, the well designed assignments made it possible to perceive all the necessary materials you need to learn.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By gurtej s

    •

    Apr 2, 2019

    it's huge help to learn about data science in python,everything in this course is knowledgeable,i get to know about lots of thing about Data science and python which help to increase my knowledge .Thank you

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Spring D

    •

    Oct 27, 2018

    This is a new user friendly course. I learnt the skills needed to fulfill basic data manipulating project from almost zero and felt a great sense of achievement when I eventually finished the final project.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Rami K

    •

    Dec 8, 2016

    I really like this course, it is a good kick off to learn and practice Pandas. The assignments are more difficult than the avg assignment in coursera courses which I think made this course more productive.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Paul F

    •

    May 10, 2021

    The assignments are very well considered, ensuring the student must apply everything that that is taught within the course to their solution; engendering a genuine sense of accomplishment - once completed.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Pa O C

    •

    Sep 6, 2020

    One of the best online courses I have taken. The assignments were a true test of grit and resolve and I felt that Data Science was not meant for me as some point but Kudos to the community for being there.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Lucas d S M

    •

    Jul 14, 2020

    It's a very good course. I had few issues only understanding some concepts which I'm not familiar with, mainly stats concepts. This course for opened the way to continue studding much more in data science.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Elena C

    •

    Apr 13, 2020

    It was very interesting introductory course to Data Science with Python. It helped me learn about the Data Scientist profession and what it would entail to transition into this field within the workforce.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Justin W

    •

    Apr 15, 2018

    The assignments are great, but many needed knowledge is not covered in the lectures. I believe this is by design and recommend re-balancing the lectures by covering more needed skills to solve assignments.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Amogh M

    •

    May 7, 2017

    This course is great but you have to be a good self learner and explorer as it is very difficult to catch up with the speed of the course. The content they tell is not enough but is great for a self start.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Hammad U D A K

    •

    Aug 29, 2021

    The course was taught excellently. I do however will recommend that from week 2, there should be more pop-ups for question-answers like we had in week 1 to help us keep up with what is being shown/taught.

    Filled StarFilled StarFilled StarFilled StarFilled Star

    By Chang-un P

    •

    Sep 18, 2020

    it's a little bit daunting class even though I finished Python3 Specialization. However, it's extremely helpful if you want to build solid knowledge and skills needed for the real world jobs. Great class!

    • Chevron Left
    • 1
    • ...
    • 28
    • 29
    • 30
    • 31
    • 32
    • 33
    • 34
    • 35
    • 36
    • 37
    • ...
    • 239
    • Chevron Right

    Coursera Footer

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • Share your Coursera Learning Story

    Coursera

    • About
    • What We Offer
    • Leadership
    • Careers
    • Catalog
    • Coursera Plus
    • Professional Certificates
    • MasterTrack® Certificates
    • Degrees
    • For Enterprise
    • For Government
    • For Campus
    • Become a Partner
    • Social Impact
    • Free Courses
    • ECTS Credit Recommendations

    Community

    • Learners
    • Partners
    • Beta Testers
    • Blog
    • The Coursera Podcast
    • Tech Blog
    • Teaching Center

    More

    • Press
    • Investors
    • Terms
    • Privacy
    • Help
    • Accessibility
    • Contact
    • Articles
    • Directory
    • Affiliates
    • Modern Slavery Statement
    • Manage Cookie Preferences
    Learn Anywhere
    Download on the App Store
    Get it on Google Play
    Logo of Certified B Corporation
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok
    Coursera

    Welcome back

    ​
    Your password is hidden
    ​

    or

    New to Coursera?


    Having trouble logging in? Learner help center

    This site is protected by reCAPTCHA Enterprise and the Google Privacy Policy and Terms of Service apply.