Udemy – Machine Learning Regression Masterclass in Python 2019-10

Description

Machine Learning Regression Masterclass in Python is a regression machine learning project-based training course in which you will complete 8 practical projects and become proficient in machine learning regression techniques using Python, Scikit Learn and Keras. The purpose of this course is to provide the knowledge needed to learn regression techniques in machine learning in a practical, easy and interesting way.

What you will learn in Machine Learning Regression Masterclass in Python

Gain skills in Python programming language and learn Scikit for use in regression in machine learning

Understand attitudes about linear and simple regression techniques

Applying simple linear regression techniques to predict product sales and save car profits

Use multiple linear regressions to predict product prices and university admission rates

Covering the basics of polynomial regression

Use polynomial regression to predict employee pay and product prices

Understand the attitude behind logistic regression

Use logistic regression to predict the likelihood that a customer will buy a product on Amazon.

Understand the mathematical approach of artificial neural networks

How to teach weights and network biases and select the optimal transfer function

Training Artificial Neural Networks (ANNs) using back propagation and gradient descent methods

Optimizing neural networks such as the number of hidden layers and neurons to increase network function

Access to the performance of machine learning models taught using KPIs (Key Performance indicators)

Attitude drag of Lasso and Ridge regression techniques

Course information

Publisher: Udemy Instructors: Dr. Ryan Ahmed, Ph.D., MBA, Mitchell Bouchard and Ligency Team English language Level of training: Introductory Number of lessons: 77 Duration: 10 hours and 20 minutes

Prerequisite

Machine Learning basics

PC with Internet connection

Installation

After Extract, watch with your favorite Player.

English subtitle

Quality: 720p