返回到 Understanding and Visualizing Data with Python

4.6

stars

460 个评分

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95 条评论

In this course, learners will be introduced to the field of statistics, including where data come from, study design, data management, and exploring and visualizing data. Learners will identify different types of data, and learn how to visualize, analyze, and interpret summaries for both univariate and multivariate data. Learners will also be introduced to the differences between probability and non-probability sampling from larger populations, the idea of how sample estimates vary, and how inferences can be made about larger populations based on probability sampling.
At the end of each week, learners will apply the statistical concepts they’ve learned using Python within the course environment. During these lab-based sessions, learners will discover the different uses of Python as a tool, including the Numpy, Pandas, Statsmodels, Matplotlib, and Seaborn libraries. Tutorial videos are provided to walk learners through the creation of visualizations and data management, all within Python. This course utilizes the Jupyter Notebook environment within Coursera....

Apr 04, 2019

Excellent introductory course to statistics. Great use of NHANES dataset to demonstrate techniques on real dataset. I would appreciate a more demanding project at the course end.

Jan 24, 2019

I strongly recommend this course to those who want to begin python programming applied to statistics. It launches a very sound foundation for statistical inference theory.

筛选依据：

创建者 Nirmal M

•Apr 19, 2019

I strongly recommend this course to those who want to begin python programming applied to statistics. It launches a very sound foundation for statistical inference theory

创建者 Rajesh R

•Feb 21, 2019

Very good course instructors ! Excellent balance of basics of statistics and python programming oriented towards data analysis. Thoroughly enjoyed the course material.

创建者 Sangbaek P

•Apr 11, 2019

Really helpful to build a foundation for the basic Python and improve the understanding on basic but key concepts on statistics and visualizing techniques. Awesome!

创建者 Nick S

•Dec 27, 2019

Great course to review basic statistical concepts. The added component of python was a practical way to learn python and apply it to real situations.

创建者 Neil B

•Dec 17, 2019

Now feeling a bit more confident about statistics. My anxiety in statistics is fading away. Thanks a ton for this amazing course.

创建者 Maria G

•Aug 25, 2019

It was an excellent course, the explanations were very clear and the examples given really helped to ilustrate the concepts.

创建者 Rashbir S

•Apr 16, 2019

This is a must. If you want to be a data scientist then this course is like a stepping stone. Trust me its totally worth it

创建者 Praveen J

•Dec 24, 2019

Got pretty neat intro towards the Statistical approach towards the Data. it will a good prerequisite for data Science

创建者 Aaron O

•Aug 21, 2019

Easy material to understand, and simple enough to actually apply the concepts in Python. Good beginner course.

创建者 Saleem R

•Apr 03, 2019

Excellent course for beginners from any subject related to engineering or science and who want to do research.

创建者 Gabriel G B

•Nov 15, 2019

This course is GREAT!!! I highly recommend it, lecturers and professors are soooo good.

Nice course, loved it.

创建者 Marcelo E D C

•Oct 20, 2019

Nice course with multiple challenging opportunities for practicing the learned concepts with code.

创建者 Jin S

•Feb 06, 2019

Really enjoyed the different (yet all wonderful) teaching styles of the large instructor team!

创建者 Nitin

•Dec 08, 2019

The course is very good as it has basic univariate and multivariate visualization techniques.

创建者 Arijit K G

•Apr 14, 2019

Provides deep and systematic insight to the tits and bits of statistics using python.

创建者 KIRUBAKARAN B

•Nov 05, 2019

The course gives a strong foundation on sampling theory, distribution and inferences

创建者 Kevin K

•Oct 01, 2019

Good Course to take, to get to know basic application of python to do statistics

创建者 Don J

•Jun 04, 2019

Wonderful introduction to Basic Statistics. Loved the python notebooks as well.

创建者 Marko P

•Jan 09, 2019

Very good course which covers both statistical concepts and python application.

创建者 Ritesh J

•Dec 03, 2019

Excellent course. Gives you basic understanding on visualization in Python

创建者 Yaron K

•Jan 26, 2019

A good introduction to visualizing data using the Python seaborn library

创建者 Patricia C G

•Mar 19, 2019

I loved this course! Thank you for sharing all your knowledge with us!

创建者 Fasasi t

•Mar 10, 2019

I love this course, the simplicity and explanation is excellent

创建者 Md I

•Apr 19, 2019

This is the best course in this website in entry level

创建者 Varga I K

•Mar 20, 2019

It was great setup for statistical analysis in python.