WHY IS EXCEL LINEAR REGRESSION NOT LINEAWR HOW TO
It, it will be okay as long as you learn how to run and interpret the result as taught in the practical lectures. Understand where the concept is coming from and how it is important. We have covered the basic theory behind each concept without getting too mathematical about it so that you This section starts with simple linear regression and then covers multiple linear regression. We learn how to do uni-variate analysis and bi-variate analysis then we cover topics like outlier treatment, missing value imputation, variable transformation and correlation. We start with understanding the importance of business knowledge then we will see how to do data exploration. Prepare it for the analysis these steps are very important. In this section you will learn what actions you need to take a step by step to get the data and then Median and mode and lastly measures of dispersion like range and standard deviation Then graphical representations to describe the data and then a lecture on measures of center like mean This section is divided into five different lectures starting from types of data then types of statistics
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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.īelow are the course contents of this course on Linear Regression: Each section contains a practice assignment for you to practically implement your learning. You can also take quizzes to check your understanding of concepts. With each lecture, there are class notes attached for you to follow along. 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.ĭownload Practice files, take Quizzes, and complete Assignments Teaching our students is our job and we are committed to it. You are the best and this course is worth any price. Thank you Author for this wonderful course. This is very good, i love the fact the all explanation given can be understood by a layman – Joshua 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: 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 The course is taught by Abhishek and Pukhraj.
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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. before running analysis it is very important that you have the right data and do some pre-processing on it. 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. This course covers all the steps that one should take while solving a business problem through linear regression. 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 Regression
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