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[GigaCourse.Com] Udemy - Machine Learning A-Z™ - AI, Python & R + ChatGPT Bonus [2023]
magnet:?xt=urn:btih:961b4b1374799cc791a0eff776bc1db19c692043&dn=[GigaCourse.Com] Udemy - Machine Learning A-Z™ - AI, Python & R + ChatGPT Bonus [2023]
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961b4b1374799cc791a0eff776bc1db19c692043
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15.91 GB
文件大小
2024-9-8 22:49
创建日期
2024-9-18 22:08
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GigaCourse
Com
Udemy
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Machine
Learning
A-Z™
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AI
Python
&
R
ChatGPT
Bonus
2023
1 - Welcome to the course Here we will help you get started in the best conditions/2 - Machine Learning Demo Get Excited.mp4 50.77 MB
1 - Welcome to the course Here we will help you get started in the best conditions/4 - How to use the ML AZ folder Google Colab.mp4 38.04 MB
1 - Welcome to the course Here we will help you get started in the best conditions/5 - Installing R and R Studio Mac Linux Windows.mp4 52.47 MB
10 - Decision Tree Regression/114 - Decision Tree Regression Intuition.mp4 29.62 MB
10 - Decision Tree Regression/115 - Decision Tree Regression in Python Step 1a.mp4 13.63 MB
10 - Decision Tree Regression/116 - Decision Tree Regression in Python Step 1b.mp4 16.75 MB
10 - Decision Tree Regression/117 - Decision Tree Regression in Python Step 2.mp4 17.86 MB
10 - Decision Tree Regression/118 - Decision Tree Regression in Python Step 3.mp4 12.89 MB
10 - Decision Tree Regression/119 - Decision Tree Regression in Python Step 4.mp4 17.58 MB
10 - Decision Tree Regression/120 - Decision Tree Regression in R Step 1.mp4 26.83 MB
10 - Decision Tree Regression/121 - Decision Tree Regression in R Step 2.mp4 64.4 MB
10 - Decision Tree Regression/122 - Decision Tree Regression in R Step 3.mp4 15.08 MB
10 - Decision Tree Regression/123 - Decision Tree Regression in R Step 4.mp4 18.26 MB
11 - Random Forest Regression/124 - Random Forest Regression Intuition.mp4 53.92 MB
11 - Random Forest Regression/125 - Random Forest Regression in Python Step 1.mp4 26.43 MB
11 - Random Forest Regression/126 - Random Forest Regression in Python Step 2.mp4 43.8 MB
11 - Random Forest Regression/127 - Random Forest Regression in R Step 1.mp4 32.93 MB
11 - Random Forest Regression/128 - Random Forest Regression in R Step 2.mp4 34.74 MB
11 - Random Forest Regression/129 - Random Forest Regression in R Step 3.mp4 27.04 MB
12 - Evaluating Regression Models Performance/130 - RSquared Intuition.mp4 16.54 MB
12 - Evaluating Regression Models Performance/131 - Adjusted RSquared Intuition.mp4 15.71 MB
13 - Regression Model Selection in Python/133 - Preparation of the Regression Code Templates Step 1.mp4 14.94 MB
13 - Regression Model Selection in Python/134 - Preparation of the Regression Code Templates Step 2.mp4 33.07 MB
13 - Regression Model Selection in Python/135 - Preparation of the Regression Code Templates Step 3.mp4 21.7 MB
13 - Regression Model Selection in Python/136 - Preparation of the Regression Code Templates Step 4.mp4 41.45 MB
13 - Regression Model Selection in Python/137 - THE ULTIMATE DEMO OF THE POWERFUL REGRESSION CODE TEMPLATES IN ACTION STEP 1.mp4 34.48 MB
13 - Regression Model Selection in Python/138 - THE ULTIMATE DEMO OF THE POWERFUL REGRESSION CODE TEMPLATES IN ACTION STEP 2.mp4 46.49 MB
14 - Regression Model Selection in R/140 - Evaluating Regression Models Performance Homeworks Final Part.mp4 46.33 MB
14 - Regression Model Selection in R/141 - Interpreting Linear Regression Coefficients.mp4 86.86 MB
16 - Logistic Regression/144 - What is Classification.mp4 7.89 MB
16 - Logistic Regression/145 - Logistic Regression Intuition.mp4 24.75 MB
16 - Logistic Regression/146 - Maximum Likelihood.mp4 9.08 MB
16 - Logistic Regression/147 - Logistic Regression in Python Step 1a.mp4 17.2 MB
16 - Logistic Regression/148 - Logistic Regression in Python Step 1b.mp4 13.65 MB
16 - Logistic Regression/149 - Logistic Regression in Python Step 2a.mp4 43.99 MB
16 - Logistic Regression/150 - Logistic Regression in Python Step 2b.mp4 51.38 MB
16 - Logistic Regression/151 - Logistic Regression in Python Step 3a.mp4 32.58 MB
16 - Logistic Regression/152 - Logistic Regression in Python Step 3b.mp4 11.56 MB
16 - Logistic Regression/153 - Logistic Regression in Python Step 4a.mp4 27 MB
16 - Logistic Regression/154 - Logistic Regression in Python Step 4b.mp4 6.67 MB
16 - Logistic Regression/155 - Logistic Regression in Python Step 5.mp4 26.68 MB
16 - Logistic Regression/156 - Logistic Regression in Python Step 6a.mp4 22.1 MB
16 - Logistic Regression/157 - Logistic Regression in Python Step 6b.mp4 17.28 MB
16 - Logistic Regression/158 - Logistic Regression in Python Step 7a.mp4 31.29 MB
16 - Logistic Regression/159 - Logistic Regression in Python Step 7b.mp4 38.55 MB
16 - Logistic Regression/160 - Logistic Regression in Python Step 7c.mp4 31.79 MB
16 - Logistic Regression/162 - Logistic Regression in R Step 1.mp4 32.5 MB
16 - Logistic Regression/163 - Logistic Regression in R Step 2.mp4 22.75 MB
16 - Logistic Regression/164 - Logistic Regression in R Step 3.mp4 48.89 MB
16 - Logistic Regression/165 - Logistic Regression in R Step 4.mp4 50.73 MB
16 - Logistic Regression/167 - Logistic Regression in R Step 5a.mp4 49.29 MB
16 - Logistic Regression/168 - Logistic Regression in R Step 5b.mp4 41.58 MB
16 - Logistic Regression/169 - Logistic Regression in R Step 5c.mp4 65.46 MB
16 - Logistic Regression/171 - R Classification Template.mp4 40.65 MB
17 - KNearest Neighbors KNN/174 - KNearest Neighbor Intuition.mp4 13.41 MB
17 - KNearest Neighbors KNN/175 - KNN in Python Step 1.mp4 57.81 MB
17 - KNearest Neighbors KNN/176 - KNN in Python Step 2.mp4 52.72 MB
17 - KNearest Neighbors KNN/177 - KNN in Python Step 3.mp4 53.69 MB
17 - KNearest Neighbors KNN/178 - KNN in R Step 1.mp4 68.65 MB
17 - KNearest Neighbors KNN/179 - KNN in R Step 2.mp4 29.85 MB
17 - KNearest Neighbors KNN/180 - KNN in R Step 3.mp4 62.09 MB
18 - Support Vector Machine SVM/181 - SVM Intuition.mp4 26.68 MB
18 - Support Vector Machine SVM/182 - SVM in Python Step 1.mp4 82.86 MB
18 - Support Vector Machine SVM/183 - SVM in Python Step 2.mp4 56.37 MB
18 - Support Vector Machine SVM/184 - SVM in Python Step 3.mp4 19.18 MB
18 - Support Vector Machine SVM/185 - SVM in R Step 1.mp4 83.79 MB
18 - Support Vector Machine SVM/186 - SVM in R Step 2.mp4 72.55 MB
19 - Kernel SVM/187 - Kernel SVM Intuition.mp4 9.13 MB
19 - Kernel SVM/188 - Mapping to a higher dimension.mp4 41.43 MB
19 - Kernel SVM/189 - The Kernel Trick.mp4 52.69 MB
19 - Kernel SVM/190 - Types of Kernel Functions.mp4 15.78 MB
19 - Kernel SVM/191 - NonLinear Kernel SVR Advanced.mp4 45.29 MB
19 - Kernel SVM/192 - Kernel SVM in Python Step 1.mp4 57.02 MB
19 - Kernel SVM/193 - Kernel SVM in Python Step 2.mp4 56.5 MB
19 - Kernel SVM/194 - Kernel SVM in R Step 1.mp4 55.33 MB
19 - Kernel SVM/195 - Kernel SVM in R Step 2.mp4 30.23 MB
19 - Kernel SVM/196 - Kernel SVM in R Step 3.mp4 64.44 MB
2 - Part 1 Data Preprocessing/10 - Feature Scaling.mp4 17.92 MB
2 - Part 1 Data Preprocessing/8 - The Machine Learning process.mp4 7.98 MB
2 - Part 1 Data Preprocessing/9 - Splitting the data into a Training and Test set.mp4 7.85 MB
20 - Naive Bayes/197 - Bayes Theorem.mp4 195.21 MB
20 - Naive Bayes/198 - Naive Bayes Intuition.mp4 76.25 MB
20 - Naive Bayes/199 - Naive Bayes Intuition Challenge Reveal.mp4 18.1 MB
20 - Naive Bayes/200 - Naive Bayes Intuition Extras.mp4 24.01 MB
20 - Naive Bayes/201 - Naive Bayes in Python Step 1.mp4 85.62 MB
20 - Naive Bayes/202 - Naive Bayes in Python Step 2.mp4 64.77 MB
20 - Naive Bayes/203 - Naive Bayes in Python Step 3.mp4 10.61 MB
20 - Naive Bayes/204 - Naive Bayes in R Step 1.mp4 30.61 MB
20 - Naive Bayes/205 - Naive Bayes in R Step 2.mp4 38.83 MB
20 - Naive Bayes/206 - Naive Bayes in R Step 3.mp4 45.9 MB
21 - Decision Tree Classification/207 - Decision Tree Classification Intuition.mp4 23.66 MB
21 - Decision Tree Classification/208 - Decision Tree Classification in Python Step 1.mp4 62.32 MB
21 - Decision Tree Classification/209 - Decision Tree Classification in Python Step 2.mp4 52.64 MB
21 - Decision Tree Classification/210 - Decision Tree Classification in R Step 1.mp4 89.87 MB
21 - Decision Tree Classification/211 - Decision Tree Classification in R Step 2.mp4 71.93 MB
21 - Decision Tree Classification/212 - Decision Tree Classification in R Step 3.mp4 36 MB
22 - Random Forest Classification/213 - Random Forest Classification Intuition.mp4 67.99 MB
22 - Random Forest Classification/214 - Random Forest Classification in Python Step 1.mp4 56.26 MB
22 - Random Forest Classification/215 - Random Forest Classification in Python Step 2.mp4 52.3 MB
22 - Random Forest Classification/216 - Random Forest Classification in R Step 1.mp4 38.89 MB
22 - Random Forest Classification/217 - Random Forest Classification in R Step 2.mp4 62.9 MB
22 - Random Forest Classification/218 - Random Forest Classification in R Step 3.mp4 76.84 MB
23 - Classification Model Selection in Python/220 - Confusion Matrix Accuracy Ratios.mp4 28.7 MB
23 - Classification Model Selection in Python/221 - ULTIMATE DEMO OF THE POWERFUL CLASSIFICATION CODE TEMPLATES IN ACTION STEP 1.mp4 31.24 MB
23 - Classification Model Selection in Python/222 - ULTIMATE DEMO OF THE POWERFUL CLASSIFICATION CODE TEMPLATES IN ACTION STEP 2.mp4 51.84 MB
23 - Classification Model Selection in Python/223 - ULTIMATE DEMO OF THE POWERFUL CLASSIFICATION CODE TEMPLATES IN ACTION STEP 3.mp4 33.97 MB
23 - Classification Model Selection in Python/224 - ULTIMATE DEMO OF THE POWERFUL CLASSIFICATION CODE TEMPLATES IN ACTION STEP 4.mp4 12.45 MB
24 - Evaluating Classification Models Performance/225 - False Positives False Negatives.mp4 26.7 MB
24 - Evaluating Classification Models Performance/226 - Accuracy Paradox.mp4 5.89 MB
24 - Evaluating Classification Models Performance/227 - CAP Curve.mp4 25.64 MB
24 - Evaluating Classification Models Performance/228 - CAP Curve Analysis.mp4 21.1 MB
26 - KMeans Clustering/231 - What is Clustering Supervised vs Unsupervised Learning.mp4 15.45 MB
26 - KMeans Clustering/232 - KMeans Clustering Intuition.mp4 4.98 MB
26 - KMeans Clustering/233 - The Elbow Method.mp4 9.63 MB
26 - KMeans Clustering/234 - KMeans.mp4 18.73 MB
26 - KMeans Clustering/235 - KMeans Clustering in Python Step 1a.mp4 15.19 MB
26 - KMeans Clustering/236 - KMeans Clustering in Python Step 1b.mp4 23.18 MB
26 - KMeans Clustering/237 - KMeans Clustering in Python Step 2a.mp4 20.07 MB
26 - KMeans Clustering/238 - KMeans Clustering in Python Step 2b.mp4 19.12 MB
26 - KMeans Clustering/239 - KMeans Clustering in Python Step 3a.mp4 19.14 MB
26 - KMeans Clustering/240 - KMeans Clustering in Python Step 3b.mp4 19.53 MB
26 - KMeans Clustering/241 - KMeans Clustering in Python Step 3c.mp4 14.27 MB
26 - KMeans Clustering/242 - KMeans Clustering in Python Step 4.mp4 24.55 MB
26 - KMeans Clustering/243 - KMeans Clustering in Python Step 5a.mp4 22.99 MB
26 - KMeans Clustering/244 - KMeans Clustering in Python Step 5b.mp4 35.71 MB
26 - KMeans Clustering/245 - KMeans Clustering in Python Step 5c.mp4 41.33 MB
26 - KMeans Clustering/246 - KMeans Clustering in R Step 1.mp4 24.02 MB
26 - KMeans Clustering/247 - KMeans Clustering in R Step 2.mp4 47.13 MB
27 - Hierarchical Clustering/248 - Hierarchical Clustering Intuition.mp4 36.21 MB
27 - Hierarchical Clustering/249 - Hierarchical Clustering How Dendrograms Work.mp4 25.9 MB
27 - Hierarchical Clustering/250 - Hierarchical Clustering Using Dendrograms.mp4 40.92 MB
27 - Hierarchical Clustering/251 - Hierarchical Clustering in Python Step 1.mp4 31.03 MB
27 - Hierarchical Clustering/252 - Hierarchical Clustering in Python Step 2a.mp4 16.13 MB
27 - Hierarchical Clustering/253 - Hierarchical Clustering in Python Step 2b.mp4 36.81 MB
27 - Hierarchical Clustering/254 - Hierarchical Clustering in Python Step 2c.mp4 47.06 MB
27 - Hierarchical Clustering/255 - Hierarchical Clustering in Python Step 3a.mp4 25.85 MB
27 - Hierarchical Clustering/256 - Hierarchical Clustering in Python Step 3b.mp4 23.37 MB
27 - Hierarchical Clustering/257 - Hierarchical Clustering in R Step 1.mp4 12.22 MB
27 - Hierarchical Clustering/258 - Hierarchical Clustering in R Step 2.mp4 21.01 MB
27 - Hierarchical Clustering/259 - Hierarchical Clustering in R Step 3.mp4 49.26 MB
27 - Hierarchical Clustering/260 - Hierarchical Clustering in R Step 4.mp4 33.96 MB
27 - Hierarchical Clustering/261 - Hierarchical Clustering in R Step 5.mp4 25.72 MB
29 - Apriori/264 - Apriori Intuition.mp4 81.56 MB
29 - Apriori/265 - Apriori in Python Step 1.mp4 101.7 MB
29 - Apriori/266 - Apriori in Python Step 2.mp4 131.63 MB
29 - Apriori/267 - Apriori in Python Step 3.mp4 58.63 MB
29 - Apriori/268 - Apriori in Python Step 4.mp4 192.47 MB
29 - Apriori/269 - Apriori in R Step 1.mp4 123.16 MB
29 - Apriori/270 - Apriori in R Step 2.mp4 161.94 MB
29 - Apriori/271 - Apriori in R Step 3.mp4 269.02 MB
3 - Data Preprocessing in Python/11 - Getting Started Step 1.mp4 15.28 MB
3 - Data Preprocessing in Python/12 - Getting Started Step 2.mp4 53.33 MB
3 - Data Preprocessing in Python/13 - Importing the Libraries.mp4 11.08 MB
3 - Data Preprocessing in Python/14 - Importing the Dataset Step 1.mp4 18.31 MB
3 - Data Preprocessing in Python/15 - Importing the Dataset Step 2.mp4 14.36 MB
3 - Data Preprocessing in Python/16 - Importing the Dataset Step 3.mp4 20.58 MB
3 - Data Preprocessing in Python/18 - Taking care of Missing Data Step 1.mp4 23.97 MB
3 - Data Preprocessing in Python/19 - Taking care of Missing Data Step 2.mp4 45.48 MB
3 - Data Preprocessing in Python/20 - Encoding Categorical Data Step 1.mp4 19.65 MB
3 - Data Preprocessing in Python/21 - Encoding Categorical Data Step 2.mp4 30.43 MB
3 - Data Preprocessing in Python/22 - Encoding Categorical Data Step 3.mp4 21.53 MB
3 - Data Preprocessing in Python/23 - Splitting the dataset into the Training set and Test set Step 1.mp4 15.07 MB
3 - Data Preprocessing in Python/24 - Splitting the dataset into the Training set and Test set Step 2.mp4 20.51 MB
3 - Data Preprocessing in Python/25 - Splitting the dataset into the Training set and Test set Step 3.mp4 17.46 MB
3 - Data Preprocessing in Python/26 - Feature Scaling Step 1.mp4 18.9 MB
3 - Data Preprocessing in Python/27 - Feature Scaling Step 2.mp4 17.38 MB
3 - Data Preprocessing in Python/28 - Feature Scaling Step 3.mp4 16.72 MB
3 - Data Preprocessing in Python/29 - Feature Scaling Step 4.mp4 24.82 MB
30 - Eclat/272 - Eclat Intuition.mp4 35.29 MB
30 - Eclat/273 - Eclat in Python.mp4 91.33 MB
30 - Eclat/274 - Eclat in R.mp4 110.13 MB
32 - Upper Confidence Bound UCB/276 - The MultiArmed Bandit Problem.mp4 96.44 MB
32 - Upper Confidence Bound UCB/277 - Upper Confidence Bound UCB Intuition.mp4 79.23 MB
32 - Upper Confidence Bound UCB/278 - Upper Confidence Bound in Python Step 1.mp4 66.3 MB
32 - Upper Confidence Bound UCB/279 - Upper Confidence Bound in Python Step 2.mp4 13.69 MB
32 - Upper Confidence Bound UCB/280 - Upper Confidence Bound in Python Step 3.mp4 28.59 MB
32 - Upper Confidence Bound UCB/281 - Upper Confidence Bound in Python Step 4.mp4 63.84 MB
32 - Upper Confidence Bound UCB/282 - Upper Confidence Bound in Python Step 5.mp4 25.87 MB
32 - Upper Confidence Bound UCB/283 - Upper Confidence Bound in Python Step 6.mp4 29.76 MB
32 - Upper Confidence Bound UCB/284 - Upper Confidence Bound in Python Step 7.mp4 31.76 MB
32 - Upper Confidence Bound UCB/285 - Upper Confidence Bound in R Step 1.mp4 56.62 MB
32 - Upper Confidence Bound UCB/286 - Upper Confidence Bound in R Step 2.mp4 121.64 MB
32 - Upper Confidence Bound UCB/287 - Upper Confidence Bound in R Step 3.mp4 164.71 MB
32 - Upper Confidence Bound UCB/288 - Upper Confidence Bound in R Step 4.mp4 13.94 MB
33 - Thompson Sampling/289 - Thompson Sampling Intuition.mp4 69.13 MB
33 - Thompson Sampling/290 - Algorithm Comparison UCB vs Thompson Sampling.mp4 23.81 MB
33 - Thompson Sampling/291 - Thompson Sampling in Python Step 1.mp4 19.49 MB
33 - Thompson Sampling/292 - Thompson Sampling in Python Step 2.mp4 51.95 MB
33 - Thompson Sampling/293 - Thompson Sampling in Python Step 3.mp4 62.18 MB
33 - Thompson Sampling/294 - Thompson Sampling in Python Step 4.mp4 32.27 MB
33 - Thompson Sampling/296 - Thompson Sampling in R Step 1.mp4 98.77 MB
33 - Thompson Sampling/297 - Thompson Sampling in R Step 2.mp4 16.42 MB
34 - Part 7 Natural Language Processing/299 - NLP Intuition.mp4 7.55 MB
34 - Part 7 Natural Language Processing/300 - Types of Natural Language Processing.mp4 12.13 MB
34 - Part 7 Natural Language Processing/301 - Classical vs Deep Learning Models.mp4 83.96 MB
34 - Part 7 Natural Language Processing/302 - BagOfWords Model.mp4 59.37 MB
34 - Part 7 Natural Language Processing/303 - Natural Language Processing in Python Step 1.mp4 22.43 MB
34 - Part 7 Natural Language Processing/304 - Natural Language Processing in Python Step 2.mp4 58.33 MB
34 - Part 7 Natural Language Processing/305 - Natural Language Processing in Python Step 3.mp4 42.5 MB
34 - Part 7 Natural Language Processing/306 - Natural Language Processing in Python Step 4.mp4 55.18 MB
34 - Part 7 Natural Language Processing/307 - Natural Language Processing in Python Step 5.mp4 136.84 MB
34 - Part 7 Natural Language Processing/308 - Natural Language Processing in Python Step 6.mp4 73.92 MB
34 - Part 7 Natural Language Processing/311 - Natural Language Processing in R Step 1.mp4 84.05 MB
34 - Part 7 Natural Language Processing/313 - Natural Language Processing in R Step 2.mp4 40.05 MB
34 - Part 7 Natural Language Processing/314 - Natural Language Processing in R Step 3.mp4 31.81 MB
34 - Part 7 Natural Language Processing/315 - Natural Language Processing in R Step 4.mp4 15.02 MB
34 - Part 7 Natural Language Processing/316 - Natural Language Processing in R Step 5.mp4 10.45 MB
34 - Part 7 Natural Language Processing/317 - Natural Language Processing in R Step 6.mp4 29.51 MB
34 - Part 7 Natural Language Processing/318 - Natural Language Processing in R Step 7.mp4 17.78 MB
34 - Part 7 Natural Language Processing/319 - Natural Language Processing in R Step 8.mp4 28.32 MB
34 - Part 7 Natural Language Processing/320 - Natural Language Processing in R Step 9.mp4 67.46 MB
34 - Part 7 Natural Language Processing/321 - Natural Language Processing in R Step 10.mp4 116.33 MB
35 - Part 8 Deep Learning/324 - What is Deep Learning.mp4 178.16 MB
36 - Artificial Neural Networks/325 - Plan of attack.mp4 6.81 MB
36 - Artificial Neural Networks/326 - The Neuron.mp4 63.78 MB
36 - Artificial Neural Networks/327 - The Activation Function.mp4 24.1 MB
36 - Artificial Neural Networks/328 - How do Neural Networks work.mp4 67.19 MB
36 - Artificial Neural Networks/329 - How do Neural Networks learn.mp4 66.48 MB
36 - Artificial Neural Networks/330 - Gradient Descent.mp4 38.28 MB
36 - Artificial Neural Networks/331 - Stochastic Gradient Descent.mp4 41.59 MB
36 - Artificial Neural Networks/332 - Backpropagation.mp4 22.89 MB
36 - Artificial Neural Networks/333 - Business Problem Description.mp4 68.44 MB
36 - Artificial Neural Networks/334 - ANN in Python Step 1.mp4 81.06 MB
36 - Artificial Neural Networks/335 - ANN in Python Step 2.mp4 134.12 MB
36 - Artificial Neural Networks/336 - ANN in Python Step 3.mp4 59.13 MB
36 - Artificial Neural Networks/337 - ANN in Python Step 4.mp4 48.56 MB
36 - Artificial Neural Networks/338 - ANN in Python Step 5.mp4 119.72 MB
36 - Artificial Neural Networks/339 - ANN in R Step 1.mp4 227.63 MB
36 - Artificial Neural Networks/340 - ANN in R Step 2.mp4 43.59 MB
36 - Artificial Neural Networks/341 - ANN in R Step 3.mp4 202.71 MB
36 - Artificial Neural Networks/342 - ANN in R Step 4 Last step.mp4 95.96 MB
37 - Convolutional Neural Networks/345 - Plan of attack.mp4 8.93 MB
37 - Convolutional Neural Networks/346 - What are convolutional neural networks.mp4 103.85 MB
37 - Convolutional Neural Networks/347 - Step 1 Convolution Operation.mp4 91.59 MB
37 - Convolutional Neural Networks/348 - Step 1b ReLU Layer.mp4 31.05 MB
37 - Convolutional Neural Networks/349 - Step 2 Pooling.mp4 139.46 MB
37 - Convolutional Neural Networks/350 - Step 3 Flattening.mp4 4.24 MB
37 - Convolutional Neural Networks/351 - Step 4 Full Connection.mp4 98.79 MB
37 - Convolutional Neural Networks/352 - Summary.mp4 16.6 MB
37 - Convolutional Neural Networks/353 - Softmax CrossEntropy.mp4 63.77 MB
37 - Convolutional Neural Networks/354 - CNN in Python Step 1.mp4 50.75 MB
37 - Convolutional Neural Networks/355 - CNN in Python Step 2.mp4 174.45 MB
37 - Convolutional Neural Networks/356 - CNN in Python Step 3.mp4 101.48 MB
37 - Convolutional Neural Networks/357 - CNN in Python Step 4.mp4 34.86 MB
37 - Convolutional Neural Networks/358 - CNN in Python Step 5.mp4 140.16 MB
37 - Convolutional Neural Networks/359 - CNN in Python FINAL DEMO.mp4 186.09 MB
39 - Principal Component Analysis PCA/362 - Principal Component Analysis PCA Intuition.mp4 35.88 MB
39 - Principal Component Analysis PCA/363 - PCA in Python Step 1.mp4 136.4 MB
39 - Principal Component Analysis PCA/364 - PCA in Python Step 2.mp4 33.24 MB
39 - Principal Component Analysis PCA/365 - PCA in R Step 1.mp4 175.79 MB
39 - Principal Component Analysis PCA/366 - PCA in R Step 2.mp4 82.4 MB
39 - Principal Component Analysis PCA/367 - PCA in R Step 3.mp4 114.06 MB
4 - Data Preprocessing in R/30 - Getting Started.mp4 6.56 MB
4 - Data Preprocessing in R/31 - Dataset Description.mp4 9.59 MB
4 - Data Preprocessing in R/32 - Importing the Dataset.mp4 11.28 MB
4 - Data Preprocessing in R/33 - Taking care of Missing Data.mp4 33.12 MB
4 - Data Preprocessing in R/34 - Encoding Categorical Data.mp4 63.89 MB
4 - Data Preprocessing in R/35 - Splitting the dataset into the Training set and Test set Step 1.mp4 26.28 MB
4 - Data Preprocessing in R/36 - Splitting the dataset into the Training set and Test set Step 2.mp4 32.37 MB
4 - Data Preprocessing in R/37 - Feature Scaling Step 1.mp4 32.08 MB
4 - Data Preprocessing in R/38 - Feature Scaling Step 2.mp4 61.1 MB
4 - Data Preprocessing in R/39 - Data Preprocessing Template.mp4 37.85 MB
40 - Linear Discriminant Analysis LDA/368 - Linear Discriminant Analysis LDA Intuition.mp4 23.57 MB
40 - Linear Discriminant Analysis LDA/369 - LDA in Python.mp4 122.81 MB
40 - Linear Discriminant Analysis LDA/370 - LDA in R.mp4 165.27 MB
41 - Kernel PCA/371 - Kernel PCA in Python.mp4 93.25 MB
41 - Kernel PCA/372 - Kernel PCA in R.mp4 399.31 MB
43 - Model Selection/374 - kFold Cross Validation in Python.mp4 97.77 MB
43 - Model Selection/375 - Grid Search in Python.mp4 187.7 MB
43 - Model Selection/376 - kFold Cross Validation in R.mp4 90.34 MB
43 - Model Selection/377 - Grid Search in R.mp4 85.88 MB
44 - XGBoost/378 - XGBoost in Python.mp4 142.56 MB
44 - XGBoost/380 - XGBoost in R.mp4 120.96 MB
46 - Annex Logistic Regression Long Explanation/382 - Logistic Regression Intuition.mp4 44.95 MB
6 - Simple Linear Regression/41 - Simple Linear Regression Intuition.mp4 6.66 MB
6 - Simple Linear Regression/42 - Ordinary Least Squares.mp4 12.73 MB
6 - Simple Linear Regression/43 - Simple Linear Regression in Python Step 1a.mp4 11.83 MB
6 - Simple Linear Regression/44 - Simple Linear Regression in Python Step 1b.mp4 21.13 MB
6 - Simple Linear Regression/45 - Simple Linear Regression in Python Step 2a.mp4 12.24 MB
6 - Simple Linear Regression/46 - Simple Linear Regression in Python Step 2b.mp4 15.55 MB
6 - Simple Linear Regression/47 - Simple Linear Regression in Python Step 3.mp4 33.81 MB
6 - Simple Linear Regression/48 - Simple Linear Regression in Python Step 4a.mp4 26.62 MB
6 - Simple Linear Regression/49 - Simple Linear Regression in Python Step 4b.mp4 29.27 MB
6 - Simple Linear Regression/51 - Simple Linear Regression in R Step 1.mp4 18.35 MB
6 - Simple Linear Regression/52 - Simple Linear Regression in R Step 2.mp4 33.2 MB
6 - Simple Linear Regression/53 - Simple Linear Regression in R Step 3.mp4 25.89 MB
6 - Simple Linear Regression/54 - Simple Linear Regression in R Step 4a.mp4 50.05 MB
6 - Simple Linear Regression/55 - Simple Linear Regression in R Step 4b.mp4 34.29 MB
7 - Multiple Linear Regression/56 - Dataset Business Problem Description.mp4 23.97 MB
7 - Multiple Linear Regression/57 - Multiple Linear Regression Intuition.mp4 11.74 MB
7 - Multiple Linear Regression/58 - Assumptions of Linear Regression.mp4 24.61 MB
7 - Multiple Linear Regression/59 - Multiple Linear Regression Intuition Step 3.mp4 30.24 MB
7 - Multiple Linear Regression/60 - Multiple Linear Regression Intuition Step 4.mp4 24.69 MB
7 - Multiple Linear Regression/61 - Understanding the PValue.mp4 34.07 MB
7 - Multiple Linear Regression/62 - Multiple Linear Regression Intuition Step 5.mp4 48.16 MB
7 - Multiple Linear Regression/63 - Multiple Linear Regression in Python Step 1a.mp4 29.36 MB
7 - Multiple Linear Regression/64 - Multiple Linear Regression in Python Step 1b.mp4 18.44 MB
7 - Multiple Linear Regression/65 - Multiple Linear Regression in Python Step 2a.mp4 44.26 MB
7 - Multiple Linear Regression/66 - Multiple Linear Regression in Python Step 2b.mp4 58.98 MB
7 - Multiple Linear Regression/67 - Multiple Linear Regression in Python Step 3a.mp4 21.62 MB
7 - Multiple Linear Regression/68 - Multiple Linear Regression in Python Step 3b.mp4 22.98 MB
7 - Multiple Linear Regression/69 - Multiple Linear Regression in Python Step 4a.mp4 38.97 MB
7 - Multiple Linear Regression/70 - Multiple Linear Regression in Python Step 4b.mp4 21.79 MB
7 - Multiple Linear Regression/73 - Multiple Linear Regression in R Step 1a.mp4 17.28 MB
7 - Multiple Linear Regression/74 - Multiple Linear Regression in R Step 1b.mp4 24.37 MB
7 - Multiple Linear Regression/75 - Multiple Linear Regression in R Step 2a.mp4 45.62 MB
7 - Multiple Linear Regression/76 - Multiple Linear Regression in R Step 2b.mp4 29.95 MB
7 - Multiple Linear Regression/77 - Multiple Linear Regression in R Step 3.mp4 24.66 MB
7 - Multiple Linear Regression/78 - Multiple Linear Regression in R Backward Elimination HOMEWORK.mp4 109.92 MB
7 - Multiple Linear Regression/79 - Multiple Linear Regression in R Backward Elimination Homework Solution.mp4 56.49 MB
8 - Polynomial Regression/100 - R Regression Template Step 2.mp4 21.06 MB
8 - Polynomial Regression/81 - Polynomial Regression Intuition.mp4 12.89 MB
8 - Polynomial Regression/82 - Polynomial Regression in Python Step 1a.mp4 10.51 MB
8 - Polynomial Regression/83 - Polynomial Regression in Python Step 1b.mp4 29 MB
8 - Polynomial Regression/84 - Polynomial Regression in Python Step 2a.mp4 25.01 MB
8 - Polynomial Regression/85 - Polynomial Regression in Python Step 2b.mp4 28.2 MB
8 - Polynomial Regression/86 - Polynomial Regression in Python Step 3a.mp4 30.7 MB
8 - Polynomial Regression/87 - Polynomial Regression in Python Step 3b.mp4 27.78 MB
8 - Polynomial Regression/88 - Polynomial Regression in Python Step 4a.mp4 16.63 MB
8 - Polynomial Regression/89 - Polynomial Regression in Python Step 4b.mp4 12.95 MB
8 - Polynomial Regression/90 - Polynomial Regression in R Step 1a.mp4 24.14 MB
8 - Polynomial Regression/91 - Polynomial Regression in R Step 1b.mp4 21.6 MB
8 - Polynomial Regression/92 - Polynomial Regression in R Step 2a.mp4 24.64 MB
8 - Polynomial Regression/93 - Polynomial Regression in R Step 2b.mp4 40.68 MB
8 - Polynomial Regression/94 - Polynomial Regression in R Step 3a.mp4 34.41 MB
8 - Polynomial Regression/95 - Polynomial Regression in R Step 3b.mp4 31.36 MB
8 - Polynomial Regression/96 - Polynomial Regression in R Step 3c.mp4 25.18 MB
8 - Polynomial Regression/97 - Polynomial Regression in R Step 4a.mp4 24.3 MB
8 - Polynomial Regression/98 - Polynomial Regression in R Step 4b.mp4 23.09 MB
8 - Polynomial Regression/99 - R Regression Template Step 1.mp4 33.16 MB
9 - Support Vector Regression SVR/101 - SVR Intuition Updated.mp4 36.83 MB
9 - Support Vector Regression SVR/102 - Headsup on nonlinear SVR.mp4 19.76 MB
9 - Support Vector Regression SVR/103 - SVR in Python Step 1a.mp4 17.48 MB
9 - Support Vector Regression SVR/104 - SVR in Python Step 1b.mp4 14.06 MB
9 - Support Vector Regression SVR/105 - SVR in Python Step 2a.mp4 26.35 MB
9 - Support Vector Regression SVR/106 - SVR in Python Step 2b.mp4 22.68 MB
9 - Support Vector Regression SVR/107 - SVR in Python Step 2c.mp4 12.87 MB
9 - Support Vector Regression SVR/108 - SVR in Python Step 3.mp4 42.06 MB
9 - Support Vector Regression SVR/109 - SVR in Python Step 4.mp4 16.18 MB
9 - Support Vector Regression SVR/110 - SVR in Python Step 5a.mp4 17.4 MB
9 - Support Vector Regression SVR/111 - SVR in Python Step 5b.mp4 24.71 MB
9 - Support Vector Regression SVR/112 - SVR in R Step 1.mp4 28.63 MB
9 - Support Vector Regression SVR/113 - SVR in R Step 2.mp4 20.77 MB
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