Description
Statistics with Python Specialization is the name of a practical and new statistical thinking course for everyone, in which Python is used for statistical visualization, inference and modeling. This series is designed to teach students basic and intermediate concepts of statistical analysis using the Python programming language. Learners will learn where data comes from and the types of data that can be collected, and continue to learn data design, data management, and how to explore data and visualization. Also, learners will be able to use data to estimate and evaluate theories, construct confidence intervals, interpret inferential results, and implement advanced statistical modeling processes, and finally be able to understand the importance and working methods of research questions with statistics and analysis methods. understand the data that is being taught to them.
What you will learn in the Statistics with Python Specialization series:
- Creating and interpreting data visualizations using the Python programming language and related packages and libraries
- Implementation and interpretation of inferential processes for real data analysis
- Applying statistical modeling techniques to data (logical and linear regression, linear models, multilevel models and Bayesian inference techniques)
- Understanding the importance of connecting research questions with data analysis methods
Course details:
Publisher: Coursera
teacher: Brenda Gunderson, Brady T. West And Kerby Shedden
English language
Education level: introductory
Number of courses: 3
Available courses in the Statistics with Python Specialization collection:
Course prerequisites:
High school-level algebra is the only mandatory background knowledge for the first course in the series. A basic Python and/or coding background is recommended.
Pictures
Sample video
Installation guide
After Extract, view with your favorite Player.
Subtitles: English and other languages
Quality: 720
This collection includes 3 different courses.
The 2024/3 version has not changed in the number of courses and duration compared to 2021/2. 170 text files have been added.
download link
Fitting Statistical Models to Data with Python
Inferential Statistical Analysis with Python
Understanding and Visualizing Data with Python
Password file(s): www.downloadly.ir
Size
2.88 GB
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