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[FreeCourseSite.com] Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science

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FreeCourseSite com Udemy Machine Learning Z™Hands On Python In Data Science

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File Name

Size

01 Welcome to the course/001 Applications of Machine Learning.mp4

9.81MB

01 Welcome to the course/002 Why Machine Learning is the Future.mp4

14.48MB

01 Welcome to the course/003 Installing R and R Studio MAC Windows.mp4

23.21MB

01 Welcome to the course/004 Installing Python and Anaconda MAC Windows.mp4

23.96MB

01 Welcome to the course/005 BONUS Meet your instructors.html

1.33KB

02 -------------------------- Part 1 Data Preprocessing --------------------------/006 Welcome to Part 1 - Data Preprocessing.mp4

3.52MB

02 -------------------------- Part 1 Data Preprocessing --------------------------/007 Get the dataset.mp4

21.15MB

02 -------------------------- Part 1 Data Preprocessing --------------------------/008 Importing the Libraries.mp4

13.56MB

02 -------------------------- Part 1 Data Preprocessing --------------------------/009 Importing the Dataset.mp4

28.64MB

02 -------------------------- Part 1 Data Preprocessing --------------------------/011 Missing Data.mp4

39.32MB

02 -------------------------- Part 1 Data Preprocessing --------------------------/012 Categorical Data.mp4

52.88MB

02 -------------------------- Part 1 Data Preprocessing --------------------------/013 Splitting the Dataset into the Training set and Test set.mp4

50.91MB

02 -------------------------- Part 1 Data Preprocessing --------------------------/014 Feature Scaling.mp4

44.59MB

02 -------------------------- Part 1 Data Preprocessing --------------------------/015 And here is our Data Preprocessing Template.mp4

25.86MB

02 -------------------------- Part 1 Data Preprocessing --------------------------/quizzes/001 Data Preprocessing.html

4.62KB

03 ------------------------------ Part 2 Regression ------------------------------/016 Welcome to Part 2 - Regression.html

1.12KB

04 Simple Linear Regression/017 How to get the dataset.mp4

11.71MB

04 Simple Linear Regression/018 Dataset Business Problem Description.mp4

7.77MB

04 Simple Linear Regression/019 Simple Linear Regression Intuition - Step 1.mp4

10.52MB

04 Simple Linear Regression/020 Simple Linear Regression Intuition - Step 2.mp4

5.99MB

04 Simple Linear Regression/021 Simple Linear Regression in Python - Step 1.mp4

27.92MB

04 Simple Linear Regression/022 Simple Linear Regression in Python - Step 2.mp4

24.62MB

04 Simple Linear Regression/023 Simple Linear Regression in Python - Step 3.mp4

20.55MB

04 Simple Linear Regression/024 Simple Linear Regression in Python - Step 4.mp4

39.37MB

04 Simple Linear Regression/025 Simple Linear Regression in R - Step 1.mp4

11.52MB

04 Simple Linear Regression/026 Simple Linear Regression in R - Step 2.mp4

24.87MB

04 Simple Linear Regression/027 Simple Linear Regression in R - Step 3.mp4

11.42MB

04 Simple Linear Regression/028 Simple Linear Regression in R - Step 4.mp4

49.16MB

04 Simple Linear Regression/quizzes/002 Simple Linear Regression.html

4.47KB

05 Multiple Linear Regression/029 How to get the dataset.mp4

11.71MB

05 Multiple Linear Regression/030 Dataset Business Problem Description.mp4

12.56MB

05 Multiple Linear Regression/031 Multiple Linear Regression Intuition - Step 1.mp4

2MB

05 Multiple Linear Regression/032 Multiple Linear Regression Intuition - Step 2.mp4

2.03MB

05 Multiple Linear Regression/033 Multiple Linear Regression Intuition - Step 3.mp4

16.59MB

05 Multiple Linear Regression/034 Multiple Linear Regression Intuition - Step 4.mp4

5.34MB

05 Multiple Linear Regression/035 Multiple Linear Regression Intuition - Step 5.mp4

32.8MB

05 Multiple Linear Regression/036 Multiple Linear Regression in Python - Step 1.mp4

52.18MB

05 Multiple Linear Regression/037 Multiple Linear Regression in Python - Step 2.mp4

9.84MB

05 Multiple Linear Regression/038 Multiple Linear Regression in Python - Step 3.mp4

25.48MB

05 Multiple Linear Regression/039 Multiple Linear Regression in Python - Backward Elimination - Preparation.mp4

54.54MB

05 Multiple Linear Regression/040 Multiple Linear Regression in Python - Backward Elimination - HOMEWORK.mp4

59.14MB

05 Multiple Linear Regression/041 Multiple Linear Regression in Python - Backward Elimination - Homework Solution.mp4

54.26MB

05 Multiple Linear Regression/042 Multiple Linear Regression in R - Step 1.mp4

23.44MB

05 Multiple Linear Regression/043 Multiple Linear Regression in R - Step 2.mp4

45.22MB

05 Multiple Linear Regression/044 Multiple Linear Regression in R - Step 3.mp4

13.85MB

05 Multiple Linear Regression/045 Multiple Linear Regression in R - Backward Elimination - HOMEWORK.mp4

50.78MB

05 Multiple Linear Regression/046 Multiple Linear Regression in R - Backward Elimination - Homework Solution.mp4

21.95MB

05 Multiple Linear Regression/quizzes/003 Multiple Linear Regression.html

4.68KB

06 Polynomial Regression/047 Polynomial Regression Intuition.mp4

9.44MB

06 Polynomial Regression/048 How to get the dataset.mp4

11.71MB

06 Polynomial Regression/049 Polynomial Regression in Python - Step 1.mp4

31.64MB

06 Polynomial Regression/050 Polynomial Regression in Python - Step 2.mp4

35.11MB

06 Polynomial Regression/051 Polynomial Regression in Python - Step 3.mp4

54.5MB

06 Polynomial Regression/052 Polynomial Regression in Python - Step 4.mp4

17.65MB

06 Polynomial Regression/053 Python Regression Template.mp4

36.78MB

06 Polynomial Regression/054 Polynomial Regression in R - Step 1.mp4

21.21MB

06 Polynomial Regression/055 Polynomial Regression in R - Step 2.mp4

32.28MB

06 Polynomial Regression/056 Polynomial Regression in R - Step 3.mp4

54.8MB

06 Polynomial Regression/057 Polynomial Regression in R - Step 4.mp4

28.52MB

06 Polynomial Regression/058 R Regression Template.mp4

31.33MB

07 Support Vector Regression SVR/059 How to get the dataset.mp4

11.71MB

07 Support Vector Regression SVR/060 SVR in Python.mp4

60.22MB

07 Support Vector Regression SVR/061 SVR in R.mp4

33.73MB

08 Decision Tree Regression/062 Decision Tree Regression Intuition.mp4

25.33MB

08 Decision Tree Regression/063 How to get the dataset.mp4

11.71MB

08 Decision Tree Regression/064 Decision Tree Regression in Python.mp4

43.44MB

08 Decision Tree Regression/065 Decision Tree Regression in R.mp4

56.23MB

09 Random Forest Regression/066 Random Forest Regression Intuition.mp4

15.65MB

09 Random Forest Regression/067 How to get the dataset.mp4

11.71MB

09 Random Forest Regression/068 Random Forest Regression in Python.mp4

52.69MB

09 Random Forest Regression/069 Random Forest Regression in R.mp4

51.86MB

10 Evaluating Regression Models Performance/070 R-Squared Intuition.mp4

9.8MB

10 Evaluating Regression Models Performance/071 Adjusted R-Squared Intuition.mp4

21.41MB

10 Evaluating Regression Models Performance/072 Evaluating Regression Models Performance - Homeworks Final Part.mp4

28.35MB

10 Evaluating Regression Models Performance/073 Interpreting Linear Regression Coefficients.mp4

27.38MB

10 Evaluating Regression Models Performance/074 Conclusion of Part 2 - Regression.html

3.34KB

11 ---------------------------- Part 3 Classification ----------------------------/075 Welcome to Part 3 - Classification.html

1.08KB

12 Logistic Regression/076 Logistic Regression Intuition.mp4

29.17MB

12 Logistic Regression/077 How to get the dataset.mp4

11.71MB

12 Logistic Regression/078 Logistic Regression in Python - Step 1.mp4

16.84MB

12 Logistic Regression/079 Logistic Regression in Python - Step 2.mp4

11.1MB

12 Logistic Regression/080 Logistic Regression in Python - Step 3.mp4

7.98MB

12 Logistic Regression/081 Logistic Regression in Python - Step 4.mp4

13.87MB

12 Logistic Regression/082 Logistic Regression in Python - Step 5.mp4

53.15MB

12 Logistic Regression/083 Python Classification Template.mp4

17.58MB

12 Logistic Regression/084 Logistic Regression in R - Step 1.mp4

15.72MB

12 Logistic Regression/085 Logistic Regression in R - Step 2.mp4

14.85MB

12 Logistic Regression/086 Logistic Regression in R - Step 3.mp4

27.44MB

12 Logistic Regression/087 Logistic Regression in R - Step 4.mp4

11.73MB

12 Logistic Regression/088 Logistic Regression in R - Step 5.mp4

93.76MB

12 Logistic Regression/089 R Classification Template.mp4

17.5MB

12 Logistic Regression/quizzes/004 Logistic Regression.html

4.13KB

13 K-Nearest Neighbors K-NN/090 K-Nearest Neighbor Intuition.mp4

10.48MB

13 K-Nearest Neighbors K-NN/091 How to get the dataset.mp4

11.71MB

13 K-Nearest Neighbors K-NN/092 K-NN in Python.mp4

46.98MB

13 K-Nearest Neighbors K-NN/093 K-NN in R.mp4

55.77MB

13 K-Nearest Neighbors K-NN/quizzes/005 K-Nearest Neighbor.html

4.07KB

14 Support Vector Machine SVM/094 SVM Intuition.mp4

19.92MB

14 Support Vector Machine SVM/095 How to get the dataset.mp4

11.71MB

14 Support Vector Machine SVM/096 SVM in Python.mp4

41.71MB

14 Support Vector Machine SVM/097 SVM in R.mp4

65.31MB

14 Support Vector Machine SVM/attached_files/097 SVM in R/SVM.zip

8.27KB

15 Kernel SVM/098 Kernel SVM Intuition.mp4

6.42MB

15 Kernel SVM/099 Mapping to a higher dimension.mp4

15.39MB

15 Kernel SVM/100 The Kernel Trick.mp4

34.72MB

15 Kernel SVM/101 Types of Kernel Functions.mp4

15.71MB

15 Kernel SVM/102 How to get the dataset.mp4

11.71MB

15 Kernel SVM/103 Kernel SVM in Python.mp4

54.86MB

15 Kernel SVM/104 Kernel SVM in R.mp4

52.82MB

16 Naive Bayes/105 Bayes Theorem.mp4

50.43MB

16 Naive Bayes/106 Naive Bayes Intuition.mp4

31.1MB

16 Naive Bayes/107 Naive Bayes Intuition Challenge Reveal.mp4

13.27MB

16 Naive Bayes/108 Naive Bayes Intuition Extras.mp4

18.94MB

16 Naive Bayes/109 How to get the dataset.mp4

11.71MB

16 Naive Bayes/110 Naive Bayes in Python.mp4

31.14MB

16 Naive Bayes/111 Naive Bayes in R.mp4

49.79MB

17 Decision Tree Classification/112 Decision Tree Classification Intuition.mp4

21.63MB

17 Decision Tree Classification/113 How to get the dataset.mp4

11.71MB

17 Decision Tree Classification/114 Decision Tree Classification in Python.mp4

38.85MB

17 Decision Tree Classification/115 Decision Tree Classification in R.mp4

68.18MB

18 Random Forest Classification/116 Random Forest Classification Intuition.mp4

25.66MB

18 Random Forest Classification/117 How to get the dataset.mp4

11.71MB

18 Random Forest Classification/118 Random Forest Classification in Python.mp4

62.04MB

18 Random Forest Classification/119 Random Forest Classification in R.mp4

64.11MB

19 Evaluating Classification Models Performance/120 False Positives False Negatives.mp4

15.12MB

19 Evaluating Classification Models Performance/121 Confusion Matrix.mp4

8.91MB

19 Evaluating Classification Models Performance/122 Accuracy Paradox.mp4

4.21MB

19 Evaluating Classification Models Performance/123 CAP Curve.mp4

20.31MB

19 Evaluating Classification Models Performance/124 CAP Curve Analysis.mp4

12.94MB

19 Evaluating Classification Models Performance/125 Conclusion of Part 3 - Classification.html

3.86KB

20 ---------------------------- Part 4 Clustering ----------------------------/126 Welcome to Part 4 - Clustering.html

1004B

21 K-Means Clustering/127 K-Means Clustering Intuition.mp4

29.97MB

21 K-Means Clustering/128 K-Means Random Initialization Trap.mp4

15.36MB

21 K-Means Clustering/129 K-Means Selecting The Number Of Clusters.mp4

25.68MB

21 K-Means Clustering/130 How to get the dataset.mp4

11.71MB

21 K-Means Clustering/131 K-Means Clustering in Python.mp4

49.81MB

21 K-Means Clustering/132 K-Means Clustering in R.mp4

36.91MB

21 K-Means Clustering/quizzes/006 K-Means Clustering.html

4.12KB

22 Hierarchical Clustering/133 Hierarchical Clustering Intuition.mp4

16.52MB

22 Hierarchical Clustering/134 Hierarchical Clustering How Dendrograms Work.mp4

17.46MB

22 Hierarchical Clustering/135 Hierarchical Clustering Using Dendrograms.mp4

22.81MB

22 Hierarchical Clustering/136 How to get the dataset.mp4

11.71MB

22 Hierarchical Clustering/137 HC in Python - Step 1.mp4

13.77MB

22 Hierarchical Clustering/138 HC in Python - Step 2.mp4

15.51MB

22 Hierarchical Clustering/139 HC in Python - Step 3.mp4

16.17MB

22 Hierarchical Clustering/140 HC in Python - Step 4.mp4

21.32MB

22 Hierarchical Clustering/141 HC in Python - Step 5.mp4

9.92MB

22 Hierarchical Clustering/142 HC in R - Step 1.mp4

8.59MB

22 Hierarchical Clustering/143 HC in R - Step 2.mp4

13.87MB

22 Hierarchical Clustering/144 HC in R - Step 3.mp4

9.95MB

22 Hierarchical Clustering/145 HC in R - Step 4.mp4

10.17MB

22 Hierarchical Clustering/146 HC in R - Step 5.mp4

13.68MB

22 Hierarchical Clustering/147 Conclusion of Part 4 - Clustering.html

809B

22 Hierarchical Clustering/quizzes/007 Hierarchical Clustering.html

4.38KB

23 ---------------------- Part 5 Association Rule Learning ----------------------/148 Welcome to Part 5 - Association Rule Learning.html

713B

24 Apriori/149 Apriori Intuition.mp4

35.02MB

24 Apriori/150 How to get the dataset.mp4

11.71MB

24 Apriori/151 Apriori in R - Step 1.mp4

52.83MB

24 Apriori/152 Apriori in R - Step 2.mp4

38.81MB

24 Apriori/153 Apriori in R - Step 3.mp4

56.51MB

24 Apriori/154 Apriori in Python - Step 1.mp4

47.41MB

24 Apriori/155 Apriori in Python - Step 2.mp4

37.32MB

24 Apriori/156 Apriori in Python - Step 3.mp4

35.3MB

25 Eclat/157 Eclat Intuition.mp4

10.65MB

25 Eclat/158 How to get the dataset.mp4

11.71MB

25 Eclat/159 Eclat in R.mp4

25.26MB

25 Eclat/attached_files/159 Eclat in R/Eclat.zip

48.54KB

26 ------------------------ Part 6 Reinforcement Learning ------------------------/160 Welcome to Part 6 - Reinforcement Learning.html

1.09KB

27 Upper Confidence Bound UCB/161 The Multi-Armed Bandit Problem.mp4

30.19MB

27 Upper Confidence Bound UCB/162 Upper Confidence Bound UCB Intuition.mp4

29.32MB

27 Upper Confidence Bound UCB/163 How to get the dataset.mp4

11.71MB

27 Upper Confidence Bound UCB/164 Upper Confidence Bound in Python - Step 1.mp4

39.01MB

27 Upper Confidence Bound UCB/165 Upper Confidence Bound in Python - Step 2.mp4

44.49MB

27 Upper Confidence Bound UCB/166 Upper Confidence Bound in Python - Step 3.mp4

53.71MB

27 Upper Confidence Bound UCB/167 Upper Confidence Bound in Python - Step 4.mp4

12.44MB

27 Upper Confidence Bound UCB/168 Upper Confidence Bound in R - Step 1.mp4

34.01MB

27 Upper Confidence Bound UCB/169 Upper Confidence Bound in R - Step 2.mp4

34.1MB

27 Upper Confidence Bound UCB/170 Upper Confidence Bound in R - Step 3.mp4

57.84MB

27 Upper Confidence Bound UCB/171 Upper Confidence Bound in R - Step 4.mp4

9.55MB

28 Thompson Sampling/172 Thompson Sampling Intuition.mp4

37.27MB

28 Thompson Sampling/173 Algorithm Comparison UCB vs Thompson Sampling.mp4

14.08MB

28 Thompson Sampling/174 How to get the dataset.mp4

11.71MB

28 Thompson Sampling/175 Thompson Sampling in Python - Step 1.mp4

55.52MB

28 Thompson Sampling/176 Thompson Sampling in Python - Step 2.mp4

11.22MB

28 Thompson Sampling/177 Thompson Sampling in R - Step 1.mp4

51.04MB

28 Thompson Sampling/178 Thompson Sampling in R - Step 2.mp4

9.56MB

29 --------------------- Part 7 Natural Language Processing ---------------------/179 Welcome to Part 7 - Natural Language Processing.html

2KB

29 --------------------- Part 7 Natural Language Processing ---------------------/180 How to get the dataset.mp4

11.71MB

29 --------------------- Part 7 Natural Language Processing ---------------------/181 Natural Language Processing in Python - Step 1.mp4

46.06MB

29 --------------------- Part 7 Natural Language Processing ---------------------/182 Natural Language Processing in Python - Step 2.mp4

27.44MB

29 --------------------- Part 7 Natural Language Processing ---------------------/183 Natural Language Processing in Python - Step 3.mp4

4.16MB

29 --------------------- Part 7 Natural Language Processing ---------------------/184 Natural Language Processing in Python - Step 4.mp4

29.75MB

29 --------------------- Part 7 Natural Language Processing ---------------------/185 Natural Language Processing in Python - Step 5.mp4

18.8MB

29 --------------------- Part 7 Natural Language Processing ---------------------/186 Natural Language Processing in Python - Step 6.mp4

8.32MB

29 --------------------- Part 7 Natural Language Processing ---------------------/187 Natural Language Processing in Python - Step 7.mp4

22.13MB

29 --------------------- Part 7 Natural Language Processing ---------------------/188 Natural Language Processing in Python - Step 8.mp4

52.02MB

29 --------------------- Part 7 Natural Language Processing ---------------------/189 Natural Language Processing in Python - Step 9.mp4

18.9MB

29 --------------------- Part 7 Natural Language Processing ---------------------/190 Natural Language Processing in Python - Step 10.mp4

32.91MB

29 --------------------- Part 7 Natural Language Processing ---------------------/191 Homework Challenge.html

1.65KB

29 --------------------- Part 7 Natural Language Processing ---------------------/192 Natural Language Processing in R - Step 1.mp4

51.2MB

29 --------------------- Part 7 Natural Language Processing ---------------------/193 Natural Language Processing in R - Step 2.mp4

21.66MB

29 --------------------- Part 7 Natural Language Processing ---------------------/194 Natural Language Processing in R - Step 3.mp4

16.89MB

29 --------------------- Part 7 Natural Language Processing ---------------------/195 Natural Language Processing in R - Step 4.mp4

8.24MB

29 --------------------- Part 7 Natural Language Processing ---------------------/196 Natural Language Processing in R - Step 5.mp4

5.78MB

29 --------------------- Part 7 Natural Language Processing ---------------------/197 Natural Language Processing in R - Step 6.mp4

16.09MB

29 --------------------- Part 7 Natural Language Processing ---------------------/198 Natural Language Processing in R - Step 7.mp4

9.59MB

29 --------------------- Part 7 Natural Language Processing ---------------------/199 Natural Language Processing in R - Step 8.mp4

17.23MB

29 --------------------- Part 7 Natural Language Processing ---------------------/200 Natural Language Processing in R - Step 9.mp4

37.69MB

29 --------------------- Part 7 Natural Language Processing ---------------------/201 Natural Language Processing in R - Step 10.mp4

54.14MB

29 --------------------- Part 7 Natural Language Processing ---------------------/202 Homework Challenge.html

1.68KB

30 ---------------------------- Part 8 Deep Learning ----------------------------/203 Welcome to Part 8 - Deep Learning.html

1.15KB

30 ---------------------------- Part 8 Deep Learning ----------------------------/204 What is Deep Learning.mp4

31.31MB

31 Artificial Neural Networks/205 Plan of attack.mp4

4.74MB

31 Artificial Neural Networks/206 The Neuron.mp4

29.86MB

31 Artificial Neural Networks/207 The Activation Function.mp4

14.75MB

31 Artificial Neural Networks/208 How do Neural Networks work.mp4

23.53MB

31 Artificial Neural Networks/209 How do Neural Networks learn.mp4

26.55MB

31 Artificial Neural Networks/210 Gradient Descent.mp4

18.53MB

31 Artificial Neural Networks/211 Stochastic Gradient Descent.mp4

16.82MB

31 Artificial Neural Networks/212 Backpropagation.mp4

10.92MB

31 Artificial Neural Networks/213 How to get the dataset.mp4

11.71MB

31 Artificial Neural Networks/214 Business Problem Description.mp4

29.23MB

31 Artificial Neural Networks/215 ANN in Python - Step 1 - Installing Theano Tensorflow and Keras.mp4

37.45MB

31 Artificial Neural Networks/216 ANN in Python - Step 2.mp4

84.87MB

31 Artificial Neural Networks/217 ANN in Python - Step 3.mp4

14.62MB

31 Artificial Neural Networks/218 ANN in Python - Step 4.mp4

9.69MB

31 Artificial Neural Networks/219 ANN in Python - Step 5.mp4

39.36MB

31 Artificial Neural Networks/220 ANN in Python - Step 6.mp4

11.93MB

31 Artificial Neural Networks/221 ANN in Python - Step 7.mp4

14.92MB

31 Artificial Neural Networks/222 ANN in Python - Step 8.mp4

34.03MB

31 Artificial Neural Networks/223 ANN in Python - Step 9.mp4

28.47MB

31 Artificial Neural Networks/224 ANN in Python - Step 10.mp4

28.42MB

31 Artificial Neural Networks/225 ANN in R - Step 1.mp4

49.89MB

31 Artificial Neural Networks/226 ANN in R - Step 2.mp4

18.24MB

31 Artificial Neural Networks/227 ANN in R - Step 3.mp4

37.85MB

31 Artificial Neural Networks/228 ANN in R - Step 4 Last step.mp4

43.75MB

32 Convolutional Neural Networks/229 Plan of attack.mp4

5.9MB

32 Convolutional Neural Networks/230 What are convolutional neural networks.mp4

29.5MB

32 Convolutional Neural Networks/231 Step 1 - Convolution Operation.mp4

31.02MB

32 Convolutional Neural Networks/232 Step 1b - ReLU Layer.mp4

14.09MB

32 Convolutional Neural Networks/233 Step 2 - Pooling.mp4

40.24MB

32 Convolutional Neural Networks/234 Step 3 - Flattening.mp4

3.27MB

32 Convolutional Neural Networks/235 Step 4 - Full Connection.mp4

42.74MB

32 Convolutional Neural Networks/236 Summary.mp4

7.91MB

32 Convolutional Neural Networks/237 Softmax Cross-Entropy.mp4

33.23MB

32 Convolutional Neural Networks/238 How to get the dataset.mp4

11.71MB

32 Convolutional Neural Networks/239 CNN in Python - Step 1.mp4

30.6MB

32 Convolutional Neural Networks/240 CNN in Python - Step 2.mp4

7.2MB

32 Convolutional Neural Networks/241 CNN in Python - Step 3.mp4

2.8MB

32 Convolutional Neural Networks/242 CNN in Python - Step 4.mp4

34.62MB

32 Convolutional Neural Networks/243 CNN in Python - Step 5.mp4

12.38MB

32 Convolutional Neural Networks/244 CNN in Python - Step 6.mp4

11.94MB

32 Convolutional Neural Networks/245 CNN in Python - Step 7.mp4

16.65MB

32 Convolutional Neural Networks/246 CNN in Python - Step 8.mp4

8.95MB

32 Convolutional Neural Networks/247 CNN in Python - Step 9.mp4

62.41MB

32 Convolutional Neural Networks/248 CNN in Python - Step 10.mp4

27.74MB

32 Convolutional Neural Networks/249 CNN in R.html

2.65KB

33 ----------------------- Part 9 Dimensionality Reduction -----------------------/250 Welcome to Part 9 - Dimensionality Reduction.html

1.57KB

34 Principal Component Analysis PCA/251 How to get the dataset.mp4

11.71MB

34 Principal Component Analysis PCA/252 PCA in Python - Step 1.mp4

31.95MB

34 Principal Component Analysis PCA/253 PCA in Python - Step 2.mp4

22.07MB

34 Principal Component Analysis PCA/254 PCA in Python - Step 3.mp4

25.51MB

34 Principal Component Analysis PCA/255 PCA in R - Step 1.mp4

30.65MB

34 Principal Component Analysis PCA/256 PCA in R - Step 2.mp4

29.02MB

34 Principal Component Analysis PCA/257 PCA in R - Step 3.mp4

36.73MB

35 Linear Discriminant Analysis LDA/258 How to get the dataset.mp4

11.71MB

35 Linear Discriminant Analysis LDA/259 LDA in Python.mp4

45.42MB

35 Linear Discriminant Analysis LDA/260 LDA in R.mp4

51.29MB

36 Kernel PCA/261 How to get the dataset.mp4

11.71MB

36 Kernel PCA/262 Kernel PCA in Python.mp4

33.38MB

36 Kernel PCA/263 Kernel PCA in R.mp4

56.57MB

37 --------------------- Part 10 Model Selection Boosting ---------------------/264 Welcome to Part 10 - Model Selection Boosting.html

1.19KB

38 Model Selection/265 How to get the dataset.mp4

11.71MB

38 Model Selection/266 k-Fold Cross Validation in Python.mp4

32.83MB

38 Model Selection/267 k-Fold Cross Validation in R.mp4

43.63MB

38 Model Selection/268 Grid Search in Python - Step 1.mp4

38.21MB

38 Model Selection/269 Grid Search in Python - Step 2.mp4

29.51MB

38 Model Selection/270 Grid Search in R.mp4

35.54MB

39 XGBoost/271 How to get the dataset.mp4

11.71MB

39 XGBoost/272 XGBoost in Python - Step 1.mp4

21.39MB

39 XGBoost/273 XGBoost in Python - Step 2.mp4

31.97MB

39 XGBoost/274 XGBoost in R.mp4

47.26MB

40 Bonus Lectures/275 YOUR SPECIAL BONUS.html

5.02KB

[FreeCourseSite.com].txt

1.07KB

[FreeCourseSite.com].url

127B

[HaxTech.me].txt

1.05KB

[HaxTech.me].url

123B

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