UDEMY SVM for Beginners Support Vector Machines in R Studio BOOKWARE-iLEARN

UDEMY SVM for Beginners Support Vector Machines in R Studio BOOKWARE-iLEARN | Apps-Tutorials | MP4 | 2.34 GiB

970 kb/s 1280×720 | AAC 128 kb/s 2 CH

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source: https://www.udemy.com/course/machine-learning-adv-support-vector-machines-svm-in-r/
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File List (Click to Show)

41M	1. Installing R and R studio.mp4
52M	10. Creating Histograms in R.mp4
124M	11. Introduction to Machine Learning.mp4
45M	12. Building a Machine Learning Model.mp4
9.8M	13. Course flow.mp4
36M	14. The Concept of a Hyperplane.mp4
27M	15. Maximum Margin Classifier.mp4
13M	16. Limitations of Maximum Margin Classifier.mp4
65M	17. Support Vector classifiers.mp4
13M	18. Limitations of Support Vector Classifiers.mp4
46M	19. Kernel Based Support Vector Machines.mp4
23M	20. The Data set for the Classification problem.mp4
66M	21. Importing Data into R.mp4
60M	22. Test-Train Split.mp4
167M	24. Classification SVM model using Linear Kernel.mp4
71M	25. Hyperparameter Tuning for Linear Kernel.mp4
99M	26. Polynomial Kernel with Hyperparameter Tuning.mp4
68M	27. Radial Kernel with Hyperparameter Tuning.mp4
42M	28. The Data set for the Regression problem.mp4
125M	29. SVM based Regression Model in R.mp4
48M	3. Basics of R and R studio.mp4
15M	30. Gathering Business Knowledge.mp4
21M	31. Data Exploration.mp4
70M	32. The Data and the Data Dictionary.mp4
14M	33. Importing the dataset into R.mp4
25M	34. Univariate Analysis and EDD.mp4
98M	35. EDD in R.mp4
25M	36. Outlier Treatment.mp4
31M	37. Outlier Treatment in R.mp4
25M	38. Missing Value imputation.mp4
26M	39. Missing Value imputation in R.mp4
21M	4. This is a milestone!.mp4
18M	40. Seasonality in Data.mp4
101M	41. Bi-variate Analysis and Variable Transformation.mp4
56M	42. Variable transformation in R.mp4
21M	43. Non Usable Variables.mp4
37M	44. Dummy variable creation Handling qualitative data.mp4
45M	45. Dummy variable creation in R.mp4
72M	46. Correlation Matrix and cause-effect relationship.mp4
84M	47. Correlation Matrix in R.mp4
12M	48. The final milestone!.mp4
99M	5. Packages in R.mp4
47M	6. Inputting data part 1 Inbuilt datasets of R.mp4
31M	7. Inputting data part 2 Manual data entry.mp4
69M	8. Inputting data part 3 Importing from CSV or Text files.mp4
118M	9. Creating Barplots in R.mp4
2.4G	total

File: 1. Installing R and R studio.mp4
Size: 42705004 bytes (40.73 MiB), duration: 00:05:52, avg.bitrate: 971 kb/s
Audio: aac, 44100 Hz, stereo (und)
Video: h264, yuv420p, 1280x720, 30.00 fps(r) => 1279x720 (und)


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Keywords: UDEMY, SVM, for, Beginners, Support, Vector, Machines, Studio, BOOKWARE, iLEARN
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