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学生对 IBM 提供的 Data Analysis with Python 的评价和反馈

4.7
19,533 个评分

课程概述

Analyzing data with Python is a key skill for aspiring Data Scientists and Analysts! This course takes you from the basics of importing and cleaning data to building and evaluating predictive models. You’ll learn how to collect data from various sources, wrangle and format it, perform exploratory data analysis (EDA), and create effective visualizations. As you progress, you’ll build linear, multiple, and polynomial regression models, construct data pipelines, and refine your models for better accuracy. Through hands-on labs and projects, you’ll gain practical experience using popular Python libraries such as Pandas, NumPy, Matplotlib, Seaborn, SciPy, and Scikit-learn. These tools will help you manipulate data, create insights, and make predictions. By completing this course, you’ll not only develop strong data analysis skills but also earn a Coursera certificate and an IBM digital badge to showcase your achievement....

热门审阅

LM

Mar 9, 2020

Very good course that goes straight to the main topics needed to work on data analysis using Python. This will kick start my learning process which will be followed with a lot of coding practices.

TG

Sep 5, 2023

Wonderful course, explained everything in the most easiest way possible. BUt hte module 4 and 5 ffeels kinda hard for a person who is not familiar with data visualization and machine learning.

筛选依据:

2401 - Data Analysis with Python 的 2425 个评论(共 3,098 个)

创建者 Mark H

Feb 10, 2019

Pretty dry material. Hard topic to teach since the process really comes from experience. Could stand to focus a bit more on ways to explore and clean data. Not bad though.

创建者 Setiadi S

Jul 21, 2020

The lab is good for learning, the quiz i think should be add more questions, too small, overall is ok for the beginner for learning the data analysis with Python, thanks.

创建者 Omar G

Nov 6, 2023

very good course, it's getting harder in W5,6 and it was hard to understand, I think that the instructor could be more informative about topics discussed in these week .

创建者 Or R

Aug 4, 2020

Good introduction to the things one can do with Python and Pandas, but overall fairly basic and does not require the students to actually program something of their own.

创建者 Andrew B

Jan 25, 2019

Good for a first course in data analysis however this course covers the subject on a very superficial level. There are a few errors in the assignment's solution guide.

创建者 Rahul S

Apr 10, 2019

Good but in the end of the course specially week 4 and week 5, speed of information providing in videos get to very high speed comparative to other weeks information.

创建者 SAYONNIL B

Jun 24, 2020

For a Beginner data science ,the entire course is very helpful.Though some portion of the course needs more clarification about the topic,but overall I am satisfied

创建者 Mix U T

May 15, 2020

The course provides a complete guide for beginners to start data analysis. but mostly it provides a rough overview of concepts so we need to learn in detail manually

创建者 Krithin K V

Dec 2, 2019

Some of the topics at the end of the video have been rushed to end. I would rather liked to see an elaborate examples for those topics to atleast have an idea of it.

创建者 LEONARDO R

Apr 8, 2020

185/5000

It requires more technical skills and knowledge in other areas not mentioned like python or IBM platform.

However this has done push me to learn more skills.

创建者 Timothy B

May 8, 2020

I could have used a little more explanation when it came to Pipelines and Polynomials, but I figure there will likely be more of that to come in the later courses.

创建者 Siddharth T

May 1, 2020

The course is a good start for beginners. The course contained everything useful form churning of data to regression. Pretty decent explanation with practice labs.

创建者 Zwe Z

Jul 6, 2024

Good For Begineer approach to Data Analysis with Python .. Data Visualization with python is more understanding about visualization experience after this course .

创建者 Jonathan P

Oct 18, 2022

Great coverage of fundamentals. Seems to be missing some content around diagnostic metrics for classification problems (e.g. binary class) using AUC/ROC curves.

创建者 Ísis S C

Nov 21, 2020

The course is well organized and the content is presented is an accessible manner. Exercises could be more challenging and cumulative to help increase retention.

创建者 Eliseo B F

Feb 11, 2020

Most of the course is very easy to understand, although the exercises in the notebook can become complex, the exercises do not always run and must be done again.

创建者 Harshit T

Sep 21, 2018

Fun course! Lots of interesting content. It could've been more interesting and challenging with addition of a couple of marked assignments or a capstone project!

创建者 Rebecca L

Jan 3, 2022

The course material is great enough for a beginner. However, some of the presentation method is confusing. The narrator also seems like a laymen for the course.

创建者 Neil A

Jan 30, 2022

Great content, but awkward, untimely popping of questions during video lectures, very annoying. Labs are very useful and productive, but videos are too short.

创建者 Shivam C

Jun 3, 2020

This Course was very informative and beneficial and conceptual too, being newbie i personally feel that this course has taught me alot. Thanks to team Coursera

创建者 Sebastián M

Apr 22, 2020

Muy buen curso, por mejorar: varios errores en los talleres y también no fue posible ingresar a estos durante varios días lo cual atrasó el proceso de estudio.

创建者 Osagie A

Dec 22, 2020

I love how engaging the course is with its labs and how it is well-packaged in such a manner that encourages beginners to learn... keep up the good work guys.

创建者 Kedharnath A

Apr 14, 2019

I found this module very difficult to understand as it was loaded with high end concepts and coding. Might have to redo this course to understand even better.

创建者 Manoj S

Mar 9, 2019

Course content is very good but I feel it can be more improved if the training is provided at slower pace. Also the examples should be in detail. Overall good

创建者 Andrés P

Jan 30, 2020

I think it would be good if the units had activities to deliver mandatory since that would allow to strengthen the knowledge acquired. Thanks for the course.