Chevron Left
返回到 使用 Python 进行数据分析

学生对 IBM 技能网络 提供的 使用 Python 进行数据分析 的评价和反馈

4.7
16,210 个评分

课程概述

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....

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.

SC

May 5, 2020

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.

筛选依据:

576 - 使用 Python 进行数据分析 的 600 个评论(共 2,449 个)

创建者 Yaxin Z

Sep 26, 2019

Explanation is short and clear. I understand and think more than I first learnt these concepts.

创建者 Chris G

Jan 17, 2019

Very interesting overview of how to adjst models and choose the appropriate model. Very useful!

创建者 Kailash H

Jul 21, 2018

It's a very good course for beginners to get a good knowledge of what Data Analytics really is.

创建者 GANESH S

Sep 20, 2022

I had hands-on experience in given labs and assignments. Overall incredible journey till now.

创建者 Deleted A

Nov 12, 2021

Great Course. Amazing Content. All lectures are explained well, i really enjoyed this course.

创建者 Miri A

Mar 6, 2021

very good and clear. good examples and exercises. I also liked the questions inside the viseos

创建者 Hilma F S

Oct 23, 2020

A really good course, its interesting and i can understand the course easly. Very recommended!

创建者 Mohammed A

Jun 19, 2020

I like this course as it combines both hands-on practice and theoretical concepts explanation!

创建者 Bondili A S

Feb 5, 2020

Awesome learning Data Analysis with Python. learned a lot and looking forward to learn more...

创建者 Byron D

Nov 26, 2019

The questions for the final project have some glitches (Question 3 does not accept a picture).

创建者 Girish B

Aug 16, 2019

The topics covered in this course are very up to date and are very industry requirement based.

创建者 Anu P P

Oct 31, 2021

An essential course for all those starting to learn Data Analysis, simple and understandable.

创建者 Akshat007 J

Jun 23, 2020

This course gives a very quick,detailed explanation of basic techniques used in data science.

创建者 Balaji S

May 8, 2020

Although some concepts were quite deep, the author made it appear simple and gave confidence.

创建者 Prakash G

Apr 28, 2020

Good explanation about creating and evaluating model. Looking forward to have more challenges

创建者 Adeel T

Apr 2, 2020

Excellent Course.

If you are new to python and data analysis. This is for you.

Very well done!

创建者 Kumar S

Aug 12, 2019

Great Course.Very insightful. Although, there should have been more partice and test sessions

创建者 Vishal R H

Jul 13, 2021

Thanks a lot Coursera and IBM for this learning opportunity and knowledge add on in my list.

创建者 Shivakumar K H

May 2, 2020

Very good course. I have found it very informative and fun learning statistics with python:)

创建者 Tomasz P

May 29, 2019

Very interesting! Good explanation of the concepts. Interesting examples and visualizations.

创建者 Bakyt N

Feb 15, 2019

Very useful. Probably the most useful in the series (Professional Data Science Certificate)

创建者 Min W

Feb 20, 2022

A good course for beginning learner, the design of videos and practices is pretty friendly.

创建者 Fatih A

Dec 24, 2020

It was very good and also a little bit hard but really delightful course. Thanks a lot IBM!

创建者 Adefolu A

Nov 26, 2020

Well package course. Thanks to IBM and Coursera for enriching my knowledge on data science.