Master statistics & machine: learning intuition math code, advanced statistics and probability training course and includes complex and in-depth topics in the field of statistics and machine learning. This course also includes training on how to code and create applications using Python and content.
Statistics and probabilities play a very important role in our lives today. This effect is greater than the applications that YouTube algorithms play in providing a list of suggested videos or the possibility of seeing your friends in a coffee shop. Human behavior, single-celled organisms, earthquakes, the stock market, and the weather forecast for the first week of December are all phenomena that statistics and probabilities use to explain.
This course will help you learn how to apply theories of statistics and probability and the level of significance, clustering, Spearman correlation, and logistic regression using Python and content.
Things that are taught in this course:
- Descriptive statistics including mean and variance and…
- Tests, T correlation, ANOVA univariate analysis, regression, and clustering
- Basic mathematics for black-box based statistical methods
- How to program for statistical methods
- Interpret statistical results and avoid misinterpretation
- Coding techniques in Python and MATLAB / Octave
- Machine learning methods include clustering, predictive analysis, classification, and data cleansing
Instructor: Mike X Cohen
Duration: 38h 12m
Number of Courses: 224 (Approx.)
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Course topics Master statistics & machine: learning intuition math code on 2021/12
Good work ethic and motivation to learn.
Previous background in statistics or machine learning is not necessary.
Python -OR- MATLAB with the Statistics toolbox (or Octave).
Some coding familiarity for the optional code exercises.
No textbooks are necessary! All materials are provided inside the course.
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Version 2020/9 has increased by 3 lessons compared to 2020/6.
Version 2021/11 compared to 2020/9 has increased by approximately 14 lessons (1 section) and a duration of 2 hours and 22 minutes. Its quality has also been upgraded from 720p to 1080p.
Master statistics download link
Download section 1 – 3 GB
Download Part 2 – 3 GB
Download section 3 – 3 GB
Download section 4 – 3 GB
Download Section 5 – 492 MB
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