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

4.7
19,378 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

RP

Apr 19, 2019

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.

VS

Jan 30, 2022

This is totally one of the hardest course I've ever taken on Coursera. It's packed with knowledge I did not know before. Definitely recommended for people who want to learn data analysis with Python.

筛选依据:

326 - Data Analysis with Python 的 350 个评论(共 3,065 个)

创建者 Akshay A

Feb 26, 2023

Highly recommended...

This course not only teaches tactics of analysis but also intuitions behind them.

I would suggest to go over labs carefully because they have been very well designed.

创建者 Abuzar S

Dec 23, 2022

full of knowledge I can't explain in my words how much the course is fantastic. I love the content and I learned a lot in this course. The staff is very cooperative in discussion forums.

创建者 Jayesh M

Jan 23, 2020

I like this course more than anything. As this course give me many useful insight of model as well as this included the many things like from model fitting/training to improve the model.

创建者 John S S D

Jun 11, 2020

The course is very hands-on focused and that's great. Nevertheless, if there were some documents that summarize the week content (attibutes or codes characteristics) would be fantastic.

创建者 Harsh V J

Apr 25, 2020

It is a good course on Data Analysis for both predictive and descriptive analysis. I think there should be more practice assignments for more hands on experience on predictive analysis.

创建者 David B

Jun 2, 2020

Great content, clear video and concrete examples. One may wish to have more mathematical justification for some computations and functions, but it is the subject of a different course.

创建者 Natalia C

Jan 19, 2020

Muy bien explicado, con las herramientas necesarias para adquirir habilidades en modelamiento por medio de regresiones lineales simples y multiples asi como la evaluación de los mismos

创建者 Ian T

Jun 11, 2023

I enjoyed this course! Not being formally trained in Data Science, I believe it provided me with a solid foundation to grow. I recommend it to anyone wanting to start in data science.

创建者 Andres M

Nov 6, 2020

Ha sido de los mejores de la serie hasta el momento, fue retador y muy bien explicado. Finalmente aprendí en que consiste la construcción de un modelo estadístico de regresión lineal.

创建者 WAI S W W

Apr 10, 2020

The course helped refresh some of math and statistics learnt from university and provided a good overview of using python codes and functions to analyze complex data science projects.

创建者 Halil F K

Mar 10, 2025

Teaches data wrangling and statistical analysis using Pandas and NumPy. It covers essential data analysis techniques but lacks more advanced exploratory data analysis (EDA) concepts.

创建者 Khanh N

Jul 19, 2020

Lessons of the course are easily understanding with great explanations. Exercises are practical and easily applied with a free online website. I am greatly satisfied with the course.

创建者 Binay N

Feb 8, 2020

This course introduces the different pandas libraries that are mostly used in the data analysis using python. The student will learn about data wrangling, exploration, modeling, etc.

创建者 李政君(Li Z

Nov 6, 2019

Overall great lesson, learned a lot from it! But some code of Lab Nothbook might not give desired output and need modification, and material about Watson Studio might need upgraded.

创建者 Marco M

Apr 23, 2022

I have not a mathematical background and some topics in this course have been taken for granted, thus I had to look for some material online on my own in order to expand my skills.

创建者 Mik H

Oct 28, 2019

This course has given me skills to clean data, visualize data and evaluate models using different Python libraries. Great course and recommend it to anyone interested in analytics.

创建者 Mubarak A

Aug 19, 2024

I found this course helpful. It is well-organized and easy to follow. The exercises are quite helpful. I would recommend it to anyone looking to learn the basics of data analysis.

创建者 Ferdous H

Jul 25, 2024

Good. Please improve the hands on lab part. Keep it simple, sort and easy. Python has a vast number of libs. Let the learner practice what you designed to do for this course Only.

创建者 Jitesh J T

Jan 27, 2020

Superb explanation of the topics required for data analysis with a thorough hands on training of Python programming makes this course one of the best courses I have done till now.

创建者 Yukihiro F

Sep 11, 2024

The difficulty level, granularity, and workload of the project are just right. I think it's great that peer reviews are conducted by AI. I wish this could be done in all courses.

创建者 Bui N H T

Aug 17, 2021

I hate the peer review system. I uploaded a link into my final project as demand and they did not give me 3 points because they did not give a damn about reviewing others' works.

创建者 Shepherd M

Jun 28, 2020

The course was very insightful, coming from knowing almost nothing about data analysis of python, it was easy to understand while not feeling while following the steps provided.

创建者 Nam D

Jun 15, 2020

It is very interesting course. Before taking this course, I feel Python is complicated programming language.Now, I feel interesting about advancing technical skills with coursera

创建者 Carlos J B A

Jan 8, 2019

A rewarding experience because I have been able to learn very valuable information. It is an excellent course. It has helped me in the personal and professional field. Thank you.

创建者 DANIELA R F

Aug 19, 2020

Este curso es un gran acercamiento inicial al tema de Ciencia de datos, es muy intuitivo para las personas que no tienen conocimientos de Phyton, estadística o ciencia de datos.