Skillshare - Machine Learning in Microsoft Excel

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Skillshare - Machine Learning in Microsoft Excel (Size: 1.3 GB)
  01. Course Introduction-en-US.vtt 4.5 KB
  01. Course Introduction.mp4 26.5 MB
  02. Data Science and Machine Learning-en-US.vtt 10.2 KB
  02. Data Science and Machine Learning.mp4 89.1 MB
  03. What is Credit Risk-en-US.vtt 8.8 KB
  03. What is Credit Risk.mp4 48.6 MB
  04. Expected Losses and its components-en-US.vtt 7 KB
  04. Expected Losses and its components.mp4 12.4 MB
  05. Data Set Explained-en-US.vtt 6.5 KB
  05. Data Set Explained.mp4 66.8 MB
  06. Combining Data.mp4 29.6 MB
  07. Creating Gender Dummy Variables-en-US.vtt 8 KB
  07. Creating Gender Dummy Variables.mp4 91.3 MB
  08. Creating Dummy Categorical variables part 2 , ownership final-en-US.vtt 8.2 KB
  08. Creating Dummy Categorical variables part 2 , ownership final.mp4 89.2 MB
  09. Creating Dummy Categorical Variables- Relationship Status-en-US.vtt 5.3 KB
  09. Creating Dummy Categorical Variables- Relationship Status.mp4 45.3 MB
  10. Coding of the Dependent Variable-en-US.vtt 5.5 KB
  10. Coding of the Dependent Variable.mp4 54.2 MB
  11. Weight of Evidence- Male and Female-en-US.vtt 7.1 KB
  11. Weight of Evidence- Male and Female.mp4 43.7 MB
  12. Weight of Evidence- Rural Vs Urban-en-US.vtt 4.4 KB
  12. Weight of Evidence- Rural Vs Urban.mp4 22.7 MB
  13. Weight of Evidence- Educational Level-en-US.vtt 8.5 KB
  13. Weight of Evidence- Educational Level.mp4 44.3 MB
  14. Weight of Evidence- Grade-en-US.vtt 7.3 KB
  14. Weight of Evidence- Grade.mp4 51.1 MB
  15. Weight of Evidence- Work Sector and Residence-en-US.vtt 6 KB
  15. Weight of Evidence- Work Sector and Residence.mp4 47.2 MB
  16. Weight of Evidence- Relationship Status-en-US.vtt 2.6 KB
  16. Weight of Evidence- Relationship Status.mp4 14 MB
  17. Continues Variables-en-US.vtt 4.6 KB
  17. Continues Variables.mp4 26.2 MB
  18. Coding Age in Years-en-US.vtt 3.5 KB
  18. Coding Age in Years.mp4 36 MB
  19. Coding Maturity-en-US.vtt 3.3 KB
  19. Coding Maturity.mp4 50.2 MB
  20. Multicollinarity-en-US.vtt 6.2 KB
  20. Multicollinarity.mp4 31.9 MB
  21. Weight of Evidence for Age in Years-en-US.vtt 6.6 KB
  21. Weight of Evidence for Age in Years.mp4 34.2 MB
  22. Weight of Evidence Maturity-en-US.vtt 4.8 KB
  22. Weight of Evidence Maturity.mp4 21.8 MB
  23. Creating the Variables for Excel-en-US.vtt 3.4 KB
  23. Creating the Variables for Excel.mp4 36.7 MB
  24. Coding of Grade-en-US.vtt 2.5 KB
  24. Coding of Grade.mp4 25 MB
  25. Installing Real Statistics-en-US.vtt 6.5 KB
  25. Installing Real Statistics.mp4 38.3 MB
  26. Problems with Real Statistics-en-US.vtt 5.1 KB
  26. Problems with Real Statistics.mp4 39.3 MB
  27. Running the Machine Learning Algorithm-en-US.vtt 4.5 KB
  27. Running the Machine Learning Algorithm.mp4 24.7 MB
  28. Results Interpretation- Coefficients, P-values, T-statistics, Confidence Intervals-en-US.vtt 12.7 KB
  28. Results Interpretation- Coefficients, P-values, T-statistics, Confidence Intervals.mp4 87.5 MB
  29. Applying the Coefficients-en-US.vtt 8.7 KB
  29. Applying the Coefficients.mp4 53 MB
  Bonus Resources.txt 409.6 B
  Get Bonus Downloads Here.url 204.8 B
  Loan_Data1.xlsx.xlsx 14.7 MB
  ▲ 60 total files

Description


Machine Learning in Microsoft Excel
https://CourseLala.com

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.26 GB | Duration: 2h 13m

Hi and welcome to the Machine Learning with Excel course,

Machine Learning is shaping our everyday lives and it one of the most important features of innovations in technology. The purpose of this course is to equip you with the newest methods that are applied in Machine Learning by Using Microsoft Excel. It will introduce you to a different way of thinking about data science and machine learning. This is a good way to start a career in Machine Learning since you will understand some initial concepts and gain some hands-on experience on it. We are extremely happy share with you everything that I know about Machine Learning with Excel. I promise you it is going to be worth it and you will gain a valuable set of knowledge and skills by attending this course.

This is the only course in Skill Share where Machine Learning is applied in Microsoft Excel. The reason why we chose to go with Excel is because we know that many of you are already familiar with it. We will start from ground zero and together we will continuously develop new skills from the beginning to the end of this course. In this course together we will implement a complete data science project from start to finish using Credit Risk Data. For this course we have data for around 40,000 consumers and a lot of characteristics about them such as: their level of education, their age, their marital status, where they live, if they own a home, and other useful details. We will get our hands dirty with these data and explore them in depth and you can practice all this on your own too. Moreover, you will gain access to valuable resources such as lectures, homework, quizzes, slides as well as some literature review in regard to the modelling approaches. Let’s go ahead now and see how the course structure looks like!

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