Machine Learning Python: Regression Modeling

Machine Learning is a related field 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 never like before. 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.
The course "Machine Learning Basics: Building Regression Model in Python" teaches you all the steps of creating a Linear Regression model, which is the most popular Machine Learning model, to solve business problems.
In this course students will learn the following:
• How to predict future outcomes basis past data by implementing Simplest Machine Learning algorithm
• How to do preliminary analysis of data using Univariate and Bivariate analysis before running Linear regression
• Understand how to interpret the result of Linear Regression model and translate them into actionable insight
• Understanding of basics of statistics and concepts of Machine Learning
• Learn advanced variations of OLS method of Linear Regression
• Linear Regression technique of Machine Learning using Scikit Learn and Statsmodel libraries of Python
This course is suitable for anyone curious about machine learning or professionals beginning their data journey.

Basic knowledge:
• Students will need to install Python and Anaconda software but we have a separate lecture to help you install the same

What will you learn:
In this course students will learn the following:
• How to predict future outcomes basis past data by implementing Simplest Machine Learning algorithm
• How to do preliminary analysis of data using Univariate and Bivariate analysis before running Linear regression
• Understand how to interpret the result of Linear Regression model and translate them into actionable insight
• Understanding of basics of statistics and concepts of Machine Learning
• Learn advanced variations of OLS method of Linear Regression
• Linear Regression technique of Machine Learning using Scikit Learn and Statsmodel libraries of Python.

Course Link : https://www.simpliv.com/machinelearning/machine-learning-basics-regressi...

Author's Bio: 

Simpliv LLC, is a platform for learning and teaching online courses. We offer a rich variety of educational courses that have been prepared by authors, educators, coaches, and business leaders. Whether you're interested in healthy living, nutrition, natural healing, computer programming, or learning a new language, you'll find it here.