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學生對 IBM 技能网络 提供的 使用 Python 进行数据分析 的評價和反饋

16,210 個評分


Analyzing data with Python is an essential skill for Data Scientists and Data Analysts. This course will take you from the basics of data analysis with Python to building and evaluating data models. Topics covered include: - collecting and importing data - cleaning, preparing & formatting data - data frame manipulation - summarizing data - building machine learning regression models - model refinement - creating data pipelines You will learn how to import data from multiple sources, clean and wrangle data, perform exploratory data analysis (EDA), and create meaningful data visualizations. You will then predict future trends from data by developing linear, multiple, polynomial regression models & pipelines and learn how to evaluate them. In addition to video lectures you will learn and practice using hands-on labs and projects. You will work with several open source Python libraries, including Pandas and Numpy to load, manipulate, analyze, and visualize cool datasets. You will also work with scipy and scikit-learn, to build machine learning models and make predictions. If you choose to take this course and earn the Coursera course certificate, you will also earn an IBM digital badge....




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.



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.


451 - 使用 Python 进行数据分析 的 475 個評論(共 2,449 個)

創建者 Md I I


One of the best courses I have ever taken. Gives a complete hands-on experience of analyzing real-world data with python

創建者 Wang L


It’s a very fundamental course for newcomers. I enjoyed a lot from it. And the lab provides greatly functional practice.

創建者 Shashiprabha W


This was my first time learning to do visualization with python and it gave a clear idea about how to do visualization.

創建者 Germán A R D


Gran curso, muy bien orientado a dejar claros todos los conceptos, con herramientas muy bien integradas al aprendizaje.

創建者 Ritesh J


Good course to start with. Course deals with basics of Python, Descriptive Analysis, Exploratory Analysis and Modeling.

創建者 Jeffrey H


I find this course very equipping. it gave me great confidence in tackling data analysis with python; i learnt a lot

創建者 Ibrahim S M


This course is fantastic and well prepared and easy to flow and by well trained and experienced instructors. Thank you

創建者 Vikash K


It is a good course. Why it is not possible to teach everything in Python in small modules but it gives a great start.

創建者 Julio E L C


A well and vast explanation and review on Statistical Data Analysis with Python. An awesome course!!! I just loved it.

創建者 Amit K


its very nice to have a start with this course for data analysis with Python for non - programming background people.

創建者 Dhruv S


Really great course with excellent instructions and pointers on model fitting and evaluation best practices. Thanks!!

創建者 Naim A


Fantastic course, very informative and well formatted. Easy to navigate through lessons and weeks.

Highly recommended!

創建者 Anukruthi R


Im very interested in this course. Ill let my peers to this course.I'll suggest everyone to make thier skills better.

創建者 Siripat W


This course are difficult to me, but I think it awesome!. It's make me know much better, I surely repeat this course.

創建者 Guillermo d J C G


It was very helpful to understand the whole process of analysing data from extracting it to evaluation of the model.

創建者 Gerald Q


The content builds up very gradually that you don't realise how much you've covered until you look back. at the end.

創建者 Abhishek B


More challenging assignments would be more appreciated. That's the only thing I found missing in this amazing course

創建者 Sumeet M


The course is really very good for someone who is new to machine learning since all the codes are properly explained

創建者 Kristopher K


Tough class but very informative and very useful! I hope to use the skills learned in this course for years to come.

創建者 MRK


The course was good and the environment provided for executing the code was very good. It gave me a real experience.

創建者 Ankit B


This is good for somebody who has just started machine learning and wants some hands on experience in very few time.

創建者 Iwuozor T N


I was able to learn a lot about Data Analysis as a beginner, looking forward to completing the remaining 9 courses



I'm new to Python, so it is just perfect for beginners. Labs, videos and explanations are clear and easy to follow.

創建者 Rakshit K


Great course to deep dive into the data analysis using python. Needs lot of patience to complete and also master it

創建者 Santoshi29 K


good to learn basics of data analysis and python libraries for data science and analysis. very useful for beginners