Udemy – Master statistics & machine learning: intuition, math, code 2025-3
Udemy – Master statistics & machine learning: intuition, math, code 2025-3 Downloadly IRSpace
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Master statistics & machine learning: intuition, math, code, etc. training course in probability and statistics, advanced, and the topics included complex and profound in the field of Statistics and machine learning is. The course also includes a tutorial on how to code and create applications using Python and content.
Today, statistics and probabilities play a very important role in our lives. This impact is more than the applications that YouTube algorithms use to present suggested video lists or the likelihood of seeing your friends at the coffee shop. The behavior of humans, organisms, single cell, etc. earthquake in. the stock market forecast, the first week of December, all such phenomena are those of Statistics and probability to explain it used.
This course helps you how to apply the theory of probability and statistics, and significant level of. clustering, solidarity spearman and logistic regression using Python, and more learn.
Items taught in this course:
Descriptive statistics include Mean and variance and ..
T-Tests, correlation, AOVA univariate analysis, regression and clustering
Underlying mathematics necessary for statistical methods based on black box
How to program for statistical methods
Interpret statistical results and avoid incorrect withdrawals
Coding techniques in Python and MATLAB / Octave
Machine learning methods include clustering predictive analysis classification and data clearing
Course specifications:
Publisher: Udemy
Lecturer: Mike X Cohen
Duration: 38h 20m
Number of lessons: 224
Language: English
Course Content
Prerequisite course
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 necessary! All materials are provided inside the course.
Images
Sample videos
Installation guide
See after Extract with your favorite Player.
Subtitle: English
Quality: 1080p
Changes:
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 duration of 2 hours and 22 minutes. Its quality has also been upgraded from 720p to 1080p.
Version 2022/10 compared to 2021/11 has increased by 8 minutes.
The 2025/3 version has not changed in the number of lessons and duration compared to 2022/10, but it has been updated after 3 years.
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File size
11.3 GB
