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[Eduonix] Build A Board Game Predictor Using Machine Learning

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What you’ll learn

  • Intro To Linear Regression Mannequin And A Random Forest Regressor Machine Studying Algorithms
  • How To Import A Dataset
  • Write The Codes For Coaching The Two Fashions
  • How To Load And Preprocess The Dataset Appropriately
  • How To Generate The Wanted Outcomes
  • And So A lot Extra!

Requirements

  • Stipulations aren’t accessible for this course.

Description

Machine Studying is slowly spreading its tentacles into all points of expertise and even additional. Higher algorithms are serving to gadgets develop into smarter and customers to develop into extra knowledgeable. Now, its time so as to add just a little enjoyable to Machine Studying and on this course, we’ve got tried to do precisely that!

Board video games have been a good way to cross the time, from easy ones like The Sport of Life to extra difficult ones like Dungeons & Dragons. However earlier than you develop into vested in a Sport, what when you may learn how well-liked it truly is? What if it was rated that can assist you find out how enjoyable it truly is? Nicely, now utilizing Machine Studying you may!

That is brief and concise Machine Studying course, we are going to give attention to predicting the evaluations of over 80,000 totally different board video games. This challenge based mostly course is a enjoyable manner so that you can grasp two necessary Machine Studying algorithms that may be utilized on a a lot grander scale to different information units – Linear Regression Mannequin and a Random Forest Regressor.

Nonetheless, for this challenge course we are going to give attention to board video games. The knowledge that we’ll work on was scrubbed from a database of 80,000 board video games and contains data comparable to minimal gamers, most gamers, minimal playtime, most playtime, and so on. We’ll use the fashions to make sure that utilizing all of this data, it offers an correct prediction relating to the evaluations.

On this course, we are going to stroll you thru the entire steps wanted to generate this output together with the way to practice the fashions, the way to load and preprocess the dataset appropriately, and a lot extra. On the finish of this course, you’ll not solely have an correct prediction of the board sport evaluations, but additionally hands-on expertise to study how one can really practice two vital Machine Studying algorithms to study and kind information, in addition to make correct predictions utilizing a knowledge set.

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