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.
Этот курс входит в специализацию ''Специализация Statistics with Python'
от партнера
Об этом курсе
High school algebra
Чему вы научитесь
Properly identify various data types and understand the different uses for each
Create data visualizations and numerical summaries with Python
Communicate statistical ideas clearly and concisely to a broad audience
Identify appropriate analytic techniques for probability and non-probability samples
Приобретаемые навыки
- Statistics
- Data Analysis
- Python Programming
- Data Visualization (DataViz)
High school algebra
от партнера
Программа курса: что вы изучите
WEEK 1 - INTRODUCTION TO DATA
WEEK 2 - UNIVARIATE DATA
WEEK 3 - MULTIVARIATE DATA
WEEK 4 - POPULATIONS AND SAMPLES
Рецензии
- 5 stars76,26 %
- 4 stars18,42 %
- 3 stars3,53 %
- 2 stars0,90 %
- 1 star0,86 %
Лучшие отзывы о курсе UNDERSTANDING AND VISUALIZING DATA WITH PYTHON
The course is very well structured. Teaching and links to related articles help us understand the concepts better. Jupyter notebook based python learning is very comfortable and easy to use.
Great course to learn the basics! The supplementary material in Jupyter notebooks is extremely valuable. Really appreciate the PhD students who took the time to explain even the simplest of codes :)
This course is very good for the people who are not from programming background as everything related to the concepts is very well explained (with programming support) throughout the course
A very well explained and well-structered course. I highly recommend to those who want learn statistics along with python programming. This course majorly focuses on the visualization aspect.
Специализация Statistics with Python: общие сведения

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