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學生對 IBM 提供的 使用 Python 进行数据分析 的評價和反饋

4.7
15,077 個評分
2,271 條評論

課程概述

Learn how to analyze data using Python. This course will take you from the basics of Python to exploring many different types of data. You will learn how to prepare data for analysis, perform simple statistical analysis, create meaningful data visualizations, predict future trends from data, and more! Topics covered: 1) Importing Datasets 2) Cleaning the Data 3) Data frame manipulation 4) Summarizing the Data 5) Building machine learning Regression models 6) Building data pipelines Data Analysis with Python will be delivered through lecture, lab, and assignments. It includes following parts: Data Analysis libraries: will learn to use Pandas, Numpy and Scipy libraries to work with a sample dataset. We will introduce you to pandas, an open-source library, and we will use it to load, manipulate, analyze, and visualize cool datasets. Then we will introduce you to another open-source library, scikit-learn, and we will use some of its machine learning algorithms to build smart models and make cool predictions. If you choose to take this course and earn the Coursera course certificate, you will also earn an IBM digital badge. LIMITED TIME OFFER: Subscription is only $39 USD per month for access to graded materials and a certificate....

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RP

2019年4月19日

perfect for beginner level. all the concepts with code and parameter wise have been explained excellently. overall best course in making anyone eager to learn from basics to handle advances with ease.

SC

2020年5月5日

I started this course without any knowledge on Data Analysis with Python, and by the end of the course I was able to understand the basics of Data Analysis, usage of different libraries and functions.

篩選依據:

1726 - 使用 Python 进行数据分析 的 1750 個評論(共 2,276 個)

創建者 Amanda S

2020年8月3日

I thought this course was very informative, but there were some typos and I thought some of the concepts were introduced too quickly without links to previous or upcoming ideas.

創建者 Ravi K

2018年12月8日

Good content through out the learning, the lab notebooks are great resource to do the Hands on by ourselves. Includes each corner of the analysis methods. Good foundation course

創建者 Rakshith R

2020年6月28日

This is a very useful and very appropriate to those who want to pursue their career in Data Science.

Me as an data science enthusiast liked the course, and would also recommend.

創建者 Sam T

2019年6月10日

Course provides a good intro and the visuals are great. It doesn't however go deep into each topic and doesn't provide enough examples to explain concepts for different cases.

創建者 RAM K B

2020年6月5日

There were some statistical concepts in Week 4 and Week 5 which were difficult to grasp for a beginner like me.

More in depth explanations were required which were missing.

創建者 Lim Y T

2020年4月23日

Great course. especially on the final assignment and as a new learner without any basic knowledge on python skill. it took me quite a while and challenge to get it complete.

創建者 Aaron Z

2020年6月12日

Would be a bit hard for someone who hasn't got a background with math and statistics knowledge. Not very much explanation. Also, not much interpreting for the methods used.

創建者 Mark H

2019年2月10日

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.

創建者 Setiadi M

2020年7月21日

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.

創建者 Or R

2020年8月4日

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.

創建者 Andrew B

2019年1月25日

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.

創建者 Rahul S

2019年4月10日

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.

創建者 SAYONNIL B

2020年6月24日

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

創建者 Shreyas R V

2020年5月15日

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

創建者 Krithin K V

2019年12月2日

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.

創建者 LEONARDO R

2020年4月8日

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.

創建者 Timothy B

2020年5月8日

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.

創建者 Siddharth T

2020年5月1日

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.

創建者 Isis S C

2020年11月21日

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.

創建者 Eliseo B F

2020年2月11日

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.

創建者 Harshit T

2018年9月22日

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!

創建者 Rebecca L

2022年1月3日

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.

創建者 Neil A

2022年1月30日

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

創建者 Shivam C

2020年6月3日

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

創建者 Sebastián M

2020年4月22日

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.