Complete Linear Regression Analysis in Python - learn Regression Analysis

Link to this course(special discount)
https://www.udemy.com/course/machine-learning-basics-building-regression-model-in-python/?ranMID=39197&ranEAID=Gw%2FETjJoU9M&ranSiteID=Gw_ETjJoU9M-fML5icFTvXuCkuIOGlcxmw&utm_source=aff-campaign&LSNPUBID=Gw%2FETjJoU9M&utm_medium=udemyads
Complete Linear Regression Analysis in Python - learn Regression Analysis
What you will learn in this course ?
What you'll learnLearn how to solve real life problem using the Linear Regression techniquePreliminary analysis of data using Univariate and Bivariate analysis before running Linear regressionPredict future outcomes basis past data by implementing Simplest Machine Learning algorithmUnderstand how to interpret the result of Linear Regression model and translate them into actionable insightUnderstanding of basics of statistics and concepts of Machine LearningIndepth knowledge of data collection and data preprocessing for Machine Learning Linear Regression problemLearn advanced variations of OLS method of Linear RegressionCourse contains a end-to-end DIY project to implement your learnings from the lecturesHow to convert business problem into a Machine learning Linear Regression problemBasic statistics using Numpy library in PythonData representation using Seaborn library in PythonLinear Regression technique of Machine Learning using Scikit Learn and Statsmodel libraries of PythonShow moreShow less
You're looking for a complete Linear Regression course that teaches you everything you need to create a Linear Regression model in Python, right?You've found the right Linear Regression course!After completing this course you will be able to:Identify the business problem which can be solved using linear regression technique of Machine Learning.Create a linear regression model in Python and analyze its result.Confidently practice, discuss and understand Machine Learning conceptsA Verifiable Certificate of Completion is presented to all students who undertake this Machine learning basics course.How this course will help you?If you are a business manager or an executive, or a student who wants to learn and apply machine learning in Real world problems of business, this course will give you a solid base for that by teaching you the most popular technique of machine learning, which is Linear RegressionWhy should you choose this course?This course covers all the steps that one should take while solving a business problem through linear regression.Most courses only focus on teaching how to run the analysis but we believe that what happens before and after running analysis is even more important i.e. before running analysis it is very important that you have the right data and do some pre-processing on it. And after running analysis, you should be able to judge how good your model is and interpret the results to actually be able to help your business.What makes us qualified to teach you?The course is taught by Abhishek and Pukhraj. As managers in Global Analytics Consulting firm, we have helped businesses solve their business problem using machine learning techniques and we have used our experience to include the practical aspects of data analysis in this course We are also the creators of some of the most popular online courses - with over 150,000 enrollments and thousands of 5-star reviews like these ones:This is very good, i love the fact the all explanation given can be understood by a layman - JoshuaThank you Author for this wonderful course. You are the best and this course is worth any price. - DaisyOur PromiseTeaching our students is our job and we are committed to it. If you have any questions about the course content, practice sheet or anything related to any topic, you can always post a question in the course or send us a direct message. Download Practice files, take Quizzes, and complete AssignmentsWith each lecture, there are class notes attached for you to follow along. You can also take quizzes to check your understanding of concepts. Each section contains a practice assignment for you to practically implement your learning. What is covered in this course? This course teaches you all the steps of creating a Linear Regression model, which is the most popular Machine Learning model, to solve business problems.Below are the course contents of this course on Linear Regression:Section 1 - Basics of StatisticsThis section is divided into five different lectures starting from types of data then types of statisticsthen graphical representations to describe the data and then a lecture on measures of center like meanmedian and mode and lastly measures of dispersion like range and standard deviationSection 2 - Python basicThis section gets you started with Python.This section will help you set up the python and Jupyter environment on your system and it'll teachyou how to perform some basic operations in Python. We will understand the importance of different libraries such as Numpy, Panda