Price: 4.00 USD | Size:3.63 GB | Duration : 21 Hours | 108 Video Lessons
Statistics with Python Specialization Complete Training Course & Bonus PDF Guides Download
01 Understanding and Visualizing Data with Python
02 Inferential Statistical Analysis with Python
03 Fitting Statistical Models to Data with Python
Statistics with Python PDF Guides
WHAT YOU WILL LEARN
- Create and interpret data visualizations using the Python programming language and associated packages & libraries
- Apply and interpret inferential procedures when analyzing real data
- Apply statistical modeling techniques to data (ie. linear and logistic regression, linear models, multilevel models, Bayesian inference techniques)
- Understand importance of connecting research questions to data analysis methods.
SKILLS YOU WILL GAIN
Python Programming Data Visualization (DataViz)Statistical Model Statistical inference methods Statistics Data Analysis Confidence Interval Statistical Inference Statistical Hypothesis Testing Bayesian Statistics statistical regression
This specialization is designed to teach learners beginning and intermediate concepts of statistical analysis using the Python programming language. Learners will learn where data come from, what types of data can be collected, study data design, data management, and how to effectively carry out data exploration and visualization. They will be able to utilize data for estimation and assessing theories, construct confidence intervals, interpret inferential results, and apply more advanced statistical modeling procedures. Finally, they will learn the importance of and be able to connect research questions to the statistical and data analysis methods taught to them.
Applied Learning Project
The courses in this specialization feature a variety of assignments that will test the learner’s knowledge and ability to apply content through concept checks, written analyses, and Python programming assessments. These assignments are conducted through quizzes, submission of written assignments, and the Jupyter Notebook environment.
English
Subtitles: English, Arabic, French, Portuguese (European), Italian, Vietnamese, Korean, German, Russian, Spanish, Chinese (Simplified), Turkish
Statistics with Python Specialization Complete Training Course & Bonus PDF Guide
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