{"product_id":"learn-python-programming-the-crash-course-to-learn-python-language-and-its-application-for-data-science-with-python-3-a-beginners-guide-to-py-paperback","title":"Learn Python Programming: The Crash Course to Learn Python Language and its Application for Data Science with Python 3. A Beginner's Guide to Py - Paperback","description":"\u003cp\u003eby \u003cb\u003eMark J. Branson\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003eIf one asks about \"Machine Learning\", you will probably imagine a robot or something like the Exterminator. \u003cstrong\u003eMachine Learning is not only involved in robotics, but also in many other applications.\u003c\/strong\u003e \u003cem\u003eYou can also imagine something as if spam filters being one of the first applications in Machine Learning that helps improve the lives of millions of people. In this chapter, you will learn what Machine Learning is, and how it works.\u003c\/em\u003e\u003c\/p\u003e\u003cp\u003e\u003cem\u003e\u003c\/em\u003e\u003cbr\u003e\u003c\/p\u003e \u003cstrong\u003eWhat is Machine Learning?\u003c\/strong\u003e\u003cem\u003eMachine Learning is the practice of computer programming to learn from data. In the example above, the program can easily determine if the given is important or if it is \"spam\" (unwanted email). In Machine Learning, the data is known as training sets or examples.\u003c\/em\u003e \u003cstrong\u003eWhy Machine Learning?\u003c\/strong\u003e\u003cp\u003e\u003cstrong\u003eLet us assume that you would like to write the filter program without using Machine Learning methods. In this case, you will have to follow the following steps: \u003c\/strong\u003e\u003c\/p\u003e\u003cem\u003eIn the beginning, you would have a look at what the unwanted emails look like. You could select them by the words or phrases they use, such as \"Sign up now,\" \"free,\" and many more, and in addition to patterns that are used in the names of the senders or in the body of the email.\u003c\/em\u003e\u003cem\u003eSecond, you would write an algorithm to detect the patterns you have seen, and then the software would indicate the emails as \"unwanted\" if a number of those patterns is found.\u003c\/em\u003e\u003cem\u003eFinally, you would try the program, and you would rearrange the first two steps until the results are good enough.\u003c\/em\u003e \u003cem\u003eBecause the program is not software, they contain a very long list of rules that are difficult to maintain. However, if you develop the same software using Machine Learning, you can maintain it properly.\u003c\/em\u003e\u003cem\u003eAdditionally, the senders of the emails can change the templates of the emails so that a word like \"4You\" is now \"for you\" since their emails have been determined as \"unwanted\". Programs that use traditional techniques would need to be updated, which means that, if there were other changes, you would need to update your codes repeatedly.\u003c\/em\u003e\u003cem\u003eOn the other hand, a program that uses these techniques will automatically detect these changes made by users, and begin to indicate them as \"unwanted\" without the need for you to do it manually.\u003c\/em\u003eIn addition, we can use the program to solve problems that are very complex software that does not use it. \u003cstrong\u003eFor example, speech recognition, when you say \"one\" or \"two\", the program should be able to distinguish the difference. Therefore, for this task, you will have to develop an algorithm that measures the sound.\u003c\/strong\u003eIn the end, Machine Learning will help us learn, and Machine Learning algorithms can help us see what we have learned.So why are you waiting? BUY NOW this book and clear the way towards machine learning.\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 226\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.48 x 9 x 6 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e November 22, 2019\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42164230029447,"sku":"9781710673005","price":19.42,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0601\/2623\/2711\/files\/e6bfd59a3aff86759ebad21fe44dbddd.webp?v=1733303996","url":"https:\/\/booksby.splitshops.com\/products\/learn-python-programming-the-crash-course-to-learn-python-language-and-its-application-for-data-science-with-python-3-a-beginners-guide-to-py-paperback","provider":"Books by splitShops","version":"1.0","type":"link"}