DesireCourse Net Udemy Machine Learning incl Deep Learning with | D5CE2FE57610935EB092BA56C6961A76BF1AB5C9

DesireCourse Net Udemy Machine Learning incl Deep Learning with

Name	[DesireCourse.Net] Udemy - Machine Learning, incl. Deep Learning, with R	DOWNLOAD Copy Link
Total Size	7.8 GB
Total Files	298
Last Seen	2024-11-07 23:39
Hash	D5CE2FE57610935EB092BA56C6961A76BF1AB5C9

/1. Introduction/
1. Course Overview.mp4	10.9 MB
1. Course Overview.vtt	3.2 KB
2. AI 101.mp4	31.0 MB
2. AI 101.vtt	5.7 KB
3. Machine Learning 101.mp4	32.7 MB
3. Machine Learning 101.vtt	7.9 KB
4. Models.mp4	29.0 MB
4. Models.vtt	6.0 KB
5. Teaser Overview.mp4	6.5 MB
5. Teaser Overview.vtt	0.6 KB
6. Teaser Lab.mp4	132.7 MB
6. Teaser Lab.vtt	12.5 KB
6.1 PCA_Teaser.zip.zip	3.4 KB
6.2 PCA_Teaser_Final.html.html	5.1 MB
/10. Random Forests/
1. Random Forests 101.mp4	11.3 MB
1. Random Forests 101.vtt	3.0 KB
2. Random Forests Interactive.mp4	18.4 MB
2. Random Forests Interactive.vtt	3.5 KB
3. Random Forest Lab (Intro).mp4	15.6 MB
3. Random Forest Lab (Intro).vtt	1.8 KB
4. Random Forest Lab (Coding 12).mp4	115.2 MB
4. Random Forest Lab (Coding 12).vtt	10.7 KB
5. Random Forest Lab (Coding 22).mp4	112.3 MB
5. Random Forest Lab (Coding 22).vtt	8.4 KB
6. Random Forest Exercise.mp4	23.1 MB
6. Random Forest Exercise.vtt	2.4 KB
/11. Logistic Regression/
1. Logistic Regression 101.mp4	29.0 MB
1. Logistic Regression 101.vtt	7.6 KB
2. Logistic Regression Lab (Intro).mp4	9.2 MB
2. Logistic Regression Lab (Intro).vtt	0.9 KB
3. Logistic Regression Lab (Coding 12).mp4	96.4 MB
3. Logistic Regression Lab (Coding 12).vtt	7.5 KB
4. Logistic Regression Lab (Coding 22).mp4	66.2 MB
4. Logistic Regression Lab (Coding 22).vtt	5.9 KB
5. Logistic Regression Exercise.mp4	11.2 MB
5. Logistic Regression Exercise.vtt	1.2 KB
/12. Support Vector Machines/
1. Support Vector Machines 101.mp4	22.9 MB
1. Support Vector Machines 101.vtt	5.7 KB
2. Support Vector Machines Lab (Intro).mp4	14.3 MB
2. Support Vector Machines Lab (Intro).vtt	1.5 KB
3. Support Vector Machines Lab (Coding 12).mp4	82.6 MB
3. Support Vector Machines Lab (Coding 12).vtt	7.0 KB
4. Support Vector Machines Lab (Coding 22).mp4	44.2 MB
4. Support Vector Machines Lab (Coding 22).vtt	4.2 KB
5. Support Vector Machines Exercise.mp4	22.2 MB
5. Support Vector Machines Exercise.vtt	2.1 KB
/13. Ensemble Models/
1. Ensemble Models 101.mp4	12.6 MB
1. Ensemble Models 101.vtt	3.8 KB
2. Classification Quiz.html	0.1 KB
/14. ----- Association Rules -----/
1. Association Rules 101.mp4	21.9 MB
1. Association Rules 101.vtt	5.6 KB
2. How to get the code.mp4	9.3 MB
2. How to get the code.vtt	1.6 KB
/15. Apriori/
1. Apriori 101.mp4	31.3 MB
1. Apriori 101.vtt	7.6 KB
2. Apriori Lab (Intro).mp4	19.0 MB
2. Apriori Lab (Intro).vtt	1.7 KB
3. Apriori Lab (Coding 12).mp4	76.9 MB
3. Apriori Lab (Coding 12).vtt	6.2 KB
4. Apriori Lab (Coding 22).mp4	119.0 MB
4. Apriori Lab (Coding 22).vtt	7.6 KB
5. Apriori Exercise.mp4	18.1 MB
5. Apriori Exercise.vtt	2.2 KB
6. Apriori Solution.mp4	105.0 MB
6. Apriori Solution.vtt	9.2 KB
/16. ----- Clustering -----/
1. Clustering Overview.mp4	10.6 MB
1. Clustering Overview.vtt	3.0 KB
2. How to get the code.mp4	9.2 MB
2. How to get the code.vtt	1.6 KB
/17. kmeans/
1. kmeans 101.mp4	33.3 MB
1. kmeans 101.vtt	7.9 KB
2. kmeans Lab.mp4	167.6 MB
2. kmeans Lab.vtt	12.7 KB
3. kmeans Exercise.mp4	28.9 MB
3. kmeans Exercise.vtt	3.2 KB
4. kmeans Solution.mp4	111.5 MB
4. kmeans Solution.vtt	0.2 KB
/18. Hierarchical Clustering/
1. Hierarchical Clustering 101.mp4	34.0 MB
1. Hierarchical Clustering 101.vtt	8.3 KB
2. Hierarchical Clustering Interactive.mp4	35.8 MB
2. Hierarchical Clustering Interactive.vtt	5.9 KB
3. Hierarchical Clustering Lab.mp4	198.4 MB
3. Hierarchical Clustering Lab.vtt	14.8 KB
/19. Dbscan/
1. Dbscan 101.mp4	32.8 MB
1. Dbscan 101.vtt	5.1 KB
2. Dbscan Lab.mp4	116.8 MB
2. Dbscan Lab.vtt	13.0 KB
3. Clustering Quiz.html	0.1 KB
/2. R Refresher/
1. R and RStudio Installation.mp4	107.3 MB
1. R and RStudio Installation.vtt	8.7 KB
2. How to get the code.mp4	9.3 MB
2. How to get the code.vtt	1.6 KB
3. Rmarkdown Lab.mp4	69.0 MB
3. Rmarkdown Lab.vtt	8.4 KB
4. Piping 101.mp4	9.9 MB
4. Piping 101.vtt	2.9 KB
5. Data Manipulation Lab.mp4	109.7 MB
5. Data Manipulation Lab.vtt	9.3 KB
6. Data Reshaping 101.mp4	19.7 MB
6. Data Reshaping 101.vtt	3.6 KB
7. Data Reshaping Lab.mp4	108.1 MB
7. Data Reshaping Lab.vtt	10.5 KB
8. Packages Preparation Lab.mp4	12.9 MB
8. Packages Preparation Lab.vtt	1.6 KB
/20. ----- Dimensionality Reduction -----/
1. Dimensionality Reduction Overview.html	0.2 KB
/21. Principal Component Analysis (PCA)/
1. PCA 101.mp4	43.8 MB
1. PCA 101.vtt	9.0 KB
2. PCA Lab.mp4	133.2 MB
2. PCA Lab.vtt	12.3 KB
3. PCA Exercise.mp4	16.0 MB
3. PCA Exercise.vtt	1.9 KB
4. PCA Solution.mp4	84.9 MB
4. PCA Solution.vtt	6.9 KB
/22. t-SNE/
1. t-SNE 101.mp4	20.9 MB
1. t-SNE 101.vtt	6.6 KB
2. t-SNE Lab (Sphere).mp4	60.2 MB
2. t-SNE Lab (Sphere).vtt	5.3 KB
3. t-SNE Lab (Mnist).mp4	73.8 MB
3. t-SNE Lab (Mnist).vtt	5.9 KB
/23. Factor Analysis/
1. Factor Analysis 101.mp4	36.7 MB
1. Factor Analysis 101.vtt	9.0 KB
2. Factor Analysis Lab (Intro).mp4	17.3 MB
2. Factor Analysis Lab (Intro).vtt	1.6 KB
3. Factor Analysis Lab (Coding 12).mp4	82.5 MB
3. Factor Analysis Lab (Coding 12).vtt	6.7 KB
4. Factor Analysis Lab (Coding 22).mp4	96.2 MB
4. Factor Analysis Lab (Coding 22).vtt	7.1 KB
5. Factor Analysis Exercise.mp4	13.9 MB
5. Factor Analysis Exercise.vtt	1.6 KB
6. Dimensionality Reduction Quiz.html	0.1 KB
/24. ----- Reinforcement Learning -----/
1. Reinforcement Learning 101.mp4	39.3 MB
1. Reinforcement Learning 101.vtt	8.3 KB
2. Upper Confidence Bound 101.mp4	52.9 MB
2. Upper Confidence Bound 101.vtt	13.5 KB
3. Upper Confidence Bound Interactive.mp4	48.8 MB
3. Upper Confidence Bound Interactive.vtt	7.0 KB
4. How to get the code.mp4	9.3 MB
4. How to get the code.vtt	1.6 KB
5. Upper Confidence Bound Lab (Intro).mp4	13.8 MB
5. Upper Confidence Bound Lab (Intro).vtt	1.9 KB
6. Upper Confidence Bound Lab (Coding 12).mp4	145.0 MB
6. Upper Confidence Bound Lab (Coding 12).vtt	11.2 KB
7. Upper Confidence Bound Lab (Coding 22).mp4	70.4 MB
7. Upper Confidence Bound Lab (Coding 22).vtt	5.1 KB
/25. ----- Deep Learning -----/
1. Deep Learning General Overview.mp4	27.7 MB
1. Deep Learning General Overview.vtt	4.4 KB
10. How to get the code.mp4	9.3 MB
10. How to get the code.vtt	1.6 KB
11. Python and Keras Installation.mp4	76.2 MB
11. Python and Keras Installation.vtt	6.4 KB
2. Deep Learning Modeling 101.mp4	13.0 MB
2. Deep Learning Modeling 101.vtt	4.8 KB
3. Performance.mp4	11.7 MB
3. Performance.vtt	3.0 KB
4. From Perceptron to Neural Networks.mp4	20.7 MB
4. From Perceptron to Neural Networks.vtt	4.2 KB
5. Layer Types.mp4	22.8 MB
5. Layer Types.vtt	4.7 KB
6. Activation Functions.mp4	21.7 MB
6. Activation Functions.vtt	4.7 KB
7. Loss Function.mp4	14.6 MB
7. Loss Function.vtt	3.9 KB
8. Optimizer.mp4	23.4 MB
8. Optimizer.vtt	7.0 KB
9. Deep Learning Frameworks.mp4	9.9 MB
9. Deep Learning Frameworks.vtt	2.7 KB
/26. Deep Learning Regression/
1. Multi-Target Regression Lab (Intro).mp4	14.0 MB
1. Multi-Target Regression Lab (Intro).vtt	1.5 KB
2. Multi-Target Regression Lab (Coding 12).mp4	124.8 MB
2. Multi-Target Regression Lab (Coding 12).vtt	9.3 KB
3. Multi-Target Regression Lab (Coding 22).mp4	103.6 MB
3. Multi-Target Regression Lab (Coding 22).vtt	7.8 KB
/27. Deep Learning Classification/
1. Binary Classification Lab (Intro).mp4	16.0 MB
1. Binary Classification Lab (Intro).vtt	1.5 KB
2. Binary Classification Lab (Coding 12).mp4	126.9 MB
2. Binary Classification Lab (Coding 12).vtt	9.6 KB
3. Binary Classification Lab (Coding 22).mp4	71.2 MB
3. Binary Classification Lab (Coding 22).vtt	5.4 KB
4. Multi-Label Classification Lab (Intro).mp4	25.6 MB
4. Multi-Label Classification Lab (Intro).vtt	3.1 KB
5. Multi-Label Classification Lab (Coding 13).mp4	115.1 MB
5. Multi-Label Classification Lab (Coding 13).vtt	8.8 KB
6. Multi-Label Classification Lab (Coding 23).mp4	135.1 MB
6. Multi-Label Classification Lab (Coding 23).vtt	10.0 KB
7. Multi-Label Classification Lab (Coding 33).mp4	65.8 MB
7. Multi-Label Classification Lab (Coding 33).vtt	5.3 KB
/28. Convolutional Neural Networks/
1. Convolutional Neural Networks 101.mp4	46.4 MB
1. Convolutional Neural Networks 101.vtt	10.6 KB
2. Convolutional Neural Networks Interactive.mp4	19.0 MB
2. Convolutional Neural Networks Interactive.vtt	3.5 KB
3. Convolutional Neural Networks Lab (Intro).mp4	12.7 MB
3. Convolutional Neural Networks Lab (Intro).vtt	1.6 KB
4. Convolutional Neural Networks Lab (Coding).mp4	199.0 MB
4. Convolutional Neural Networks Lab (Coding).vtt	16.1 KB
5. Convolutional Neural Networks Exercise.mp4	24.9 MB
5. Convolutional Neural Networks Exercise.vtt	2.6 KB
6. Semantic Segmentation 101.mp4	60.8 MB
6. Semantic Segmentation 101.vtt	8.0 KB
7. Semantic Segmentation Lab (Intro).mp4	26.7 MB
7. Semantic Segmentation Lab (Intro).vtt	2.8 KB
8. Semantic Segmentation Lab (Coding).mp4	26.7 MB
8. Semantic Segmentation Lab (Coding).vtt	2.8 KB
9. Deep Learning Quiz.html	0.1 KB
/29. Autoencoders/
1. Autoencoders 101.mp4	17.5 MB
1. Autoencoders 101.vtt	2.8 KB
2. Autoencoders Lab (Intro).mp4	15.8 MB
2. Autoencoders Lab (Intro).vtt	1.8 KB
3. Autoencoders Lab (Coding).mp4	110.6 MB
3. Autoencoders Lab (Coding).vtt	9.1 KB
/3. ----- Regression, Model Preparation, and Regularization -----/
1. Section Overview.html	0.5 KB
2. How to get the code.mp4	9.3 MB
2. How to get the code.vtt	1.6 KB
/30. Transfer Learning and Pretrained Models/
1. Transfer Learning and Pretrained Models 101.mp4	34.4 MB
1. Transfer Learning and Pretrained Models 101.vtt	5.5 KB
2. Transfer Learning and Pretrained Models Lab (Introduction).mp4	14.3 MB
2. Transfer Learning and Pretrained Models Lab (Introduction).vtt	1.9 KB
3. Transfer Learning and Pretrained Models Lab (Coding).mp4	104.2 MB
3. Transfer Learning and Pretrained Models Lab (Coding).vtt	8.6 KB
/31. Recurrent Neural Networks/
1. Recurrent Neural Networks 101.mp4	30.9 MB
1. Recurrent Neural Networks 101.vtt	7.8 KB
2. LSTM Univariate, Multistep Timeseries Prediction (Intro).mp4	14.3 MB
2. LSTM Univariate, Multistep Timeseries Prediction (Intro).vtt	1.8 KB
3. LSTM Univariate, Multistep Timeseries Prediction (Coding).mp4	153.7 MB
3. LSTM Univariate, Multistep Timeseries Prediction (Coding).vtt	12.2 KB
4. LSTM Multivariate, Multistep Timeseries Prediction (Intro).mp4	12.6 MB
4. LSTM Multivariate, Multistep Timeseries Prediction (Intro).vtt	1.8 KB
5. LSTM Multivariate, Multistep Timeseries Prediction (Coding).mp4	148.4 MB
5. LSTM Multivariate, Multistep Timeseries Prediction (Coding).vtt	11.1 KB
/32. Bonus/
1. Congratulations and thank you.html	0.6 KB
2. Bonus lecture.html	0.4 KB
/4. Regression/
1. Regression Types 101.mp4	18.6 MB
1. Regression Types 101.vtt	4.4 KB
10. Multivariate Regression Lab.mp4	142.3 MB
10. Multivariate Regression Lab.vtt	12.2 KB
11. Multivariate Regression Exercise.mp4	14.4 MB
11. Multivariate Regression Exercise.vtt	2.0 KB
12. Multivariate Regression Solution.mp4	128.6 MB
12. Multivariate Regression Solution.vtt	10.3 KB
13. Regression Quiz.html	0.1 KB
2. Univariate Regression 101.mp4	26.8 MB
2. Univariate Regression 101.vtt	6.3 KB
3. Univariate Regression Interactive.mp4	22.9 MB
3. Univariate Regression Interactive.vtt	4.2 KB
4. Univariate Regression Lab.mp4	92.7 MB
4. Univariate Regression Lab.vtt	10.3 KB
5. Univariate Regression Exercise.mp4	19.0 MB
5. Univariate Regression Exercise.vtt	2.3 KB
6. Univariate Regression Solution.mp4	74.8 MB
6. Univariate Regression Solution.vtt	6.4 KB
7. Polynomial Regression 101.mp4	11.9 MB
7. Polynomial Regression 101.vtt	2.5 KB
8. Polynomial Regression Lab.mp4	123.3 MB
8. Polynomial Regression Lab.vtt	11.5 KB
9. Multivariate Regression 101.mp4	23.5 MB
9. Multivariate Regression 101.vtt	5.0 KB
/5. Model Preparation and Evaluation/
1. Underfitting Overfitting 101.mp4	58.8 MB
1. Underfitting Overfitting 101.vtt	12.5 KB
2. Train Validation Test Split 101.mp4	14.2 MB
2. Train Validation Test Split 101.vtt	3.1 KB
3. Train Validation Test Split Interactive.mp4	37.8 MB
3. Train Validation Test Split Interactive.vtt	7.5 KB
4. Train Validation Test Split Lab.mp4	123.1 MB
4. Train Validation Test Split Lab.vtt	10.3 KB
5. Resampling Techniques 101.mp4	18.0 MB
5. Resampling Techniques 101.vtt	5.2 KB
6. Resampling Techniques Lab.mp4	197.8 MB
6. Resampling Techniques Lab.vtt	15.0 KB
/6. Regularization/
1. Regularization 101.mp4	24.9 MB
1. Regularization 101.vtt	6.3 KB
2. Regularization Lab.mp4	198.8 MB
2. Regularization Lab.vtt	14.1 KB
/7. ----- Classification -----/
1. Classification Introduction.html	0.2 KB
2. How to get the code.mp4	9.3 MB
2. How to get the code.vtt	1.6 KB
/8. Classification Basics/
1. Confusion Matrix 101.mp4	30.3 MB
1. Confusion Matrix 101.vtt	6.5 KB
2. ROC Curve 101.mp4	50.3 MB
2. ROC Curve 101.vtt	7.3 KB
3. ROC Curve Interactive.mp4	45.6 MB
3. ROC Curve Interactive.vtt	6.3 KB
4. ROC Curve Lab Intro.mp4	13.2 MB
4. ROC Curve Lab Intro.vtt	1.9 KB
5. ROC Curve Lab 13 (Data Prep, Modeling).mp4	123.8 MB
5. ROC Curve Lab 13 (Data Prep, Modeling).vtt	10.0 KB
6. ROC Curve Lab 23 (Confusion Matrix and ROC).mp4	74.2 MB
6. ROC Curve Lab 23 (Confusion Matrix and ROC).vtt	5.3 KB
7. ROC Curve Lab 33 (ROC, AUC, Cost Function).mp4	142.1 MB
7. ROC Curve Lab 33 (ROC, AUC, Cost Function).vtt	10.2 KB
/9. Decision Trees/
1. Decision Trees 101.mp4	21.5 MB
1. Decision Trees 101.vtt	6.1 KB
2. Decision Trees Lab (Intro).mp4	11.1 MB
2. Decision Trees Lab (Intro).vtt	1.7 KB
3. Decision Trees Lab (Coding).mp4	126.9 MB
3. Decision Trees Lab (Coding).vtt	13.0 KB
4. Decision Trees Exercise.mp4	14.8 MB
4. Decision Trees Exercise.vtt	1.7 KB
/
[CourseClub.Me].url	0.0 KB
[DesireCourse.Net].url	0.1 KB
Total files 298