Intuition, Mathematics, Code 2022-10 – Downloadly
Description
Master statistics and machine learning: intuition, mathematics, code, etc. The training course in probability and statistics is advanced and the topics included are complex and deep in the field of statistics and machine learning. The course also includes a tutorial on programming and building applications using Python and content.
Nowadays statistics and probabilities play a very important role in our lives. This impact goes beyond the applications that use YouTube algorithms to display recommended video lists or the likelihood of seeing your friends at the coffee shop. The behavior of people, organisms, individual cells, etc. Earthquakes in. The stock market forecast, the first week of December, all these phenomena are used by statistics and probabilities to explain.
This course will help you apply the theory of probability and statistics and reach a significant level. Clustering, Solidarity Spearman and Logistic Regression with Python and learn more.
Items taught in this course:
Descriptive statistics include mean and variance and.
T-tests, correlation, univariate AOVA analysis, regression and clustering
Basic mathematics required for statistical methods based on black box
How to program statistical methods
Interpret statistical results and avoid false withdrawals
Coding techniques in Python and MATLAB/Octave
Machine learning methods include clustering, predictive analysis, classification and data cleaning.
Course specifications:
Publisher: Udemy
Instructor: Mike X Cohen
Duration: 38h 20m
Number of lessons: 224
Language: English
Course content
Prerequisite course
Good work ethic and motivation to learn.
No prior knowledge of statistics or machine learning is required.
Python -OR- MATLAB with the Statistics Toolbox (or Octave).
Some programming knowledge for the optional code exercises.
No textbooks necessary! All materials are provided in the course.
Pictures
Sample videos
installation Guide
See Extract with your favorite player.
Subtitles: English
Quality: 1080p
Changes:
The 2020/9 version has increased by 3 lessons compared to 2020/6.
The 2021/11 version has increased by approximately 14 lessons (1 section) and a duration of 2 hours and 22 minutes compared to 2020/9. The quality has also been improved from 720p to 1080p.
The 2022/10 version has increased by 8 minutes compared to 2021/11.
Download link
File password(s): www.downloadly.ir
File size
11.5GB