The difference between statistics and machine learninghttps://toukei-lab.com/machinelearnin... In this video, I will briefly explain the difference between statistics and machine learning. If you think about it on a method-by-method basis, such as this method is machine learning ~ this method is statistics ~, it becomes unclear, but by clarifying the purpose and stance of these two fields, the difference becomes clear. In this video, I will explain it in three parts!・Difference between statistics and machine learning・Scenarios for differentiating between statistics and machine learning・What methods are used in statistics and machine learning? [Viewing Guide] 02:00 Difference between statistics and machine learning03:40 Situations for differentiating between statistics and machine learning05:10 What methods are used in statistics and machine learning05:50 Statistical testing06:26 Linear regression analysis07:06 Principal component analysis08:10 Decision tree08:28 Random forest08:42 Xgboost [What you should remember from this video] ・The difference between statistics and machine learning should be judged by the difference in purpose, not the method・Statistics is a field whose purpose is to interpret the structure of current data・Machine learning is a field whose purpose is to improve the accuracy of predictions of future dataMore detailed explanations and programming implementation are available on the site. I will list the URL, so please take a look! ■StabizStabiz is a channel that disseminates the fun of data science with the motto "Make data science more familiar!". Subscribe to the channel here↓ / @aiby8596 ■Website (media that disseminates data science) *Formerly: Statistics Lab https://toukei-lab.com/ ・The difference between statistics and machine learning https://toukei-lab.com/machinelearnin... ・Introduction to statistics https://toukei-lab.com/statistics-fre... ・Introduction to machine learning https://toukei-lab.com/machine-learni... ・Statistical testing https://bit.ly/311FPsx ・Regression analysis https://bit.ly/37RrArJ ・Principal component analysis https://toukei-lab.com/pca ・Decision trees https://bit.ly/37RrEaX ・Random forest https://bit.ly/3fkLq0Z ・XGBoost https://toukei-lab.com/xgboost ・About decision trees https://bit.ly/3fjIRwg ■Related videos・Introduction to statistics • [Explained in 9 minutes] Basic introductory course on statistics that can be applied to business ・Introduction to machine learning • [Super beginner] Machine learning will be explained with business examples! ■ "School where you can learn data science at a good cost" StaBiz Academy https://toukei-lab.com/achademy ■Twitter account Umatan @ StaBiz: / statistics1012 ■Udemy courses I teach The following article lists the AI ​​and data science related courses that I teach! https://toukei-lab.com/my-udemy-course A lecturer coupon (up to 94% OFF!) that will make all courses cheaper is available only in this article, so please use it when you take the course! ■Published books ・We are newbie data scientists who will change the world https://amzn.to/36XbMFJ ・[Introduction] Learn Python and become an elite businessman! A dropout businessman's reversal drama: https://amzn.to/31drMyU ・Grandma studies web marketing and makes a V-shaped recovery in her general store! https://amzn.to/3vG3tqC ・Digital Marketing x Data Analysis explained through comics https://amzn.to/44iT84Q ・Data Science Encyclopedia - 49 simple terms and 13 practices https://amzn.to/3mFzhwG