# [2019] Machine Learning Regression Masterclass in Python

### Link : [2019] Machine Learning Regression Masterclass in Python

#### Want to learn regression models? Then [2019] Machine Learning Regression Masterclass in Python is one of the best ways, with discount ....HOT & NEW

4.8 (7 ratings)
321 students enrolled
Created by Dr. Ryan Ahmed, Ph.D., MBA, Kirill Eremenko, Hadelin de Ponteves, SuperDataScience Team, Mitchell Bouchard

#### What you'll learn

• Master Python programming and Scikit learn as applied to machine learning regression
• Understand the underlying theory behind simple and multiple linear regression techniques
• Apply simple linear regression techniques to predict product sales volume and vehicle fuel economy
• Apply multiple linear regression to predict stock prices and Universities acceptance rate
• Cover the basics and underlying theory of polynomial regression
• Apply polynomial regression to predict employees’ salary and commodity prices
• Understand the theory behind logistic regression
• Apply logistic regression to predict the probability that customer will purchase a product on Amazon using customer features
• Understand the underlying theory and mathematics behind Artificial Neural Networks
• Learn how to train network weights and biases and select the proper transfer functions
• Train Artificial Neural Networks (ANNs) using back propagation and gradient descent methods
• Optimize ANNs hyper parameters such as number of hidden layers and neurons to enhance network performance
• Apply ANNs to predict house prices given parameters such as area, number of rooms..etc
• Assess the performance of trained Machine learning models using KPI (Key Performance indicators) such as Mean Absolute error, Mean squared Error, and Root Mean Squared Error intuition, R-Squared intuition, Adjusted R-Squared and F-Test
• Understand the underlying theory and intuition behind Lasso and Ridge regression techniques
• Sample real-world, practical projects

#### Requirements

• Machine Learning basics
• PC with Internet connetion

Machine Learning is a subfield of Artificial Intelligence that enables machines to improve at a given task with experience. Machine Learning is an extremely hot topic; the demand for experienced machine learning engineers and data scientists has been steadily growing in the past 5 years. According to a report released by Research and Markets, the global AI and machine learning technology sectors are expected to grow from \$1.4B to \$8.8B by 2022 and it is predicted that AI tech sector will create around 2.3 million jobs by 2020.
Online Course CoupoNED I am very happy that there are bloggers who can help my business