intuition, math, code 2022-10 – Full Version

Description

Master’s in statistics & machine learning: intuition, math, code, etc. training courses in probability and statistics, advanced, and complex and deep included topics in the field of statistics and machine learning is. The course also includes a tutorial on how to code and build apps using Python and content.

Today, statistics and probability play a very important role in our lives. This impact goes beyond the apps that YouTube’s algorithms use to present suggested video lists or the likelihood of seeing your friends at the cafe. The behavior of humans, organisms, individual cells, etc. earthquake in the stock market forecast, the first week of December, all these phenomena are the statistics and probabilities used to explain it.

This course helps you apply the theory of probability and statistics, and a significant level of. clustering, solidarity throwing, and logistic regression using Python, and much more.

Elements taught in this course:

Descriptive statistics include mean and variance and..
T-tests, correlation, AOVA univariate analysis, regression and clustering
Underlying Mathematics Necessary for Black Box Based Statistical Methods
How to program statistical methods
Interpret statistical results and avoid incorrect withdrawals
Coding techniques in Python and MATLAB/Octave
Machine learning methods include cluster predictive analysis classification and data erasure

Course specifications:

Publisher:: Udemy
Speaker: Mike X Cohen
Duration: 38h 20m
Number of lessons: 224
French language

Course content

Master statistics and machine learning, intuition, math and code

Prerequisite course

Good work ethic and motivation to learn.
Previous experience in statistics or machine learning is not necessary.
Python -OR- MATLAB with the Statistics (or Octave) toolbox.
Some familiarity with coding for optional coding exercises.
No manual needed! All materials are provided within the course.

Pictures

Master statistics and machine learning, intuition, math and code

Video examples

Installation guide

See after excerpt with your favorite reader.

Subtitle: English

Quality: 1080p

Changes:

The 2020/9 version has increased by 3 lessons compared to 2020/6.

The 2021/11 version 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 improved from 720p to 1080p.