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....

Apr 20, 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.

May 06, 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：

创建者 Matteo M

•Apr 11, 2020

Good course, with some previous experience on basic python and pandas it takes you thru data analysis with hands-on example on real word data. Interesting and effective.

创建者 Josh V

•May 16, 2020

Good mix of Python programming and libraries, data analysis, and linear regression. Fundamental concepts that will really be helpful with data analysis and modelling.

创建者 Cassandra d C

•Apr 22, 2020

The course was interesting and slightly challenging. My favourite course on Coursera so far! Even as a qualified chemical engineer, I learnt a few interesting things.

创建者 Nora W

•Mar 02, 2020

This has been by far the most difficult course I've taken. I guess that if you have some background in statistics, this will be easier for you. Quite the challenge!!!

创建者 Odejide M O

•Feb 18, 2020

This is an awesome course for anyone who wishes to start a career in data analysis using python.

The tutorial is well organized and structured with detailed materials.

创建者 Adam C

•Jan 20, 2020

Iimportar, Domar, Explorar y Seleccionar datos y para entrenar un modelo de regresión lineal, evaluar y seleccionar hiperparametro adecuado para tener un buen modelo

创建者 Loo C W

•Dec 07, 2019

I learned a lot from this course, especially on data preparation, wrangling, analysis and understanding data modelling. Thumb up to the instructors and IBM, Thanks!.

创建者 Abhishek R

•May 13, 2020

This course provides a good understanding of different steps involved in data analysis.The labs provided help us to see the output of our code which is very useful.

创建者 Uping D

•Aug 06, 2018

I like this one very much. Yes, the course was difficult but easy to follow and enjoyable. Thank you for making me think a lot, and thank you for all your hardwork.

创建者 Devyani S

•Nov 09, 2019

Coursera is a commendable website and has helped me a lot in learning new skills from established organisations.

A great shout-out to my Instructor and my peers! :)

创建者 Saurabh M

•Mar 15, 2019

It is a great gateway

course into the world of data science. It is mainly focussed on theoritical concepts of data science which have wide range of applications .

创建者 Gabriel A S

•Jul 29, 2018

The course is great for beginners and anybody interested in data analysis. Lessons were clear, and interactive labs allowed to strengthen your learning experience.

创建者 Liliana A M

•Feb 15, 2020

It is an excellent course that helps develop skills such as English language management as well as introducing you to the programming language and data analysis.

创建者 Devkul S

•Feb 19, 2019

This course is very beneficial those who want to build carrier in data science. Each topics are cleared very nicely and the lab exercise clears the most concept.

创建者 Satvik C

•Feb 04, 2020

I have learned a lot if things regarding data analysis .

thanks to the teachers for helping me to understand how to analysis the data in different ways.

thank you

创建者 Anuar M

•Mar 11, 2020

Excellent class for new data science to learn about data per-processing, data modelling and analysis. Highly recommended for those who are new to data science.

创建者 SHOBHIT Y

•May 06, 2019

My experience for this course on data analysis was really enriching where I learned various machine learning techniques and applied to real practical datasets.

创建者 Seda Ç

•May 21, 2020

Please review my assignment! https://www.coursera.org/learn/data-analysis-with-python/peer/kKAn8/house-sales-in-king-county-usa/review/au-vc5uFEeqZJhIm1P6uEQ

创建者 Milind K S

•Apr 30, 2020

This has by far been the best Data Science course I've ever come across. This teaches you 30 pages worth of content so easily that you never feel the burden.

创建者 Chien D

•Oct 07, 2019

This course can help me to know how to use pandas, and reading csv file. This also helps me to know how to create multiple, poly, and linear regression model

创建者 Meet P

•Sep 01, 2019

Too good if you pay attention...

this course disappointed at some points where they just showed us direct syntax and not proper information about that syntax

创建者 Eric G

•Nov 06, 2019

Good overview of statistical analysis with python. I'd recommend having at least some background in statistics and maybe linear algebra before taking this.

创建者 Sher B

•Apr 30, 2020

Best part of this course is that it is designed in a way that the student is able to get a clear view of topic on course completion. Well designed module.

创建者 NicholasN

•Mar 14, 2020

Good course if you need to start your career in Data Science. I recommend to take all courses in the specialization. Five stars for everyone. Good Luck :)

创建者 Yechen H

•Sep 09, 2019

Very well structured course to learn the whole process of Data Analysis and get hands dirty in the field. Recommend to anyone interested in Data Analysis!