Machine Learning Hands On Python and In Data Science | 19D7E41FD17CFA2238F93029540437D18C706287

Machine Learning Hands On Python and In Data Science

Name	Machine_Learning_A-Z_Hands-On_Python_and_R_In_Data_Science	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	6.7 GB
Total Files	404
Hash	19D7E41FD17CFA2238F93029540437D18C706287

/.../006 Welcome to Part 1 - Data Preprocessing/
Machine-Learning-A-Z-Template-Folder.zip	238.4 MB
/38 Model Selection/
208 k-Fold Cross Validation in Python.mp4	34.4 MB
209 Grid Search in Python - Step 1.mp4	40.1 MB
210 Grid Search in Python - Step 2.mp4	30.9 MB
/.../208 k-Fold Cross Validation in Python/
Model-Selection.zip	7.8 KB
/.../209 Grid Search in Python - Step 1/
Model-Selection.zip	7.8 KB
/34 Principal Component Analysis PCA/
204 PCA in Python - Step 3.mp4	26.7 MB
202 PCA in Python - Step 1.mp4	33.5 MB
203 PCA in Python - Step 2.mp4	23.1 MB
/.../202 PCA in Python - Step 1/
PCA.zip	7.1 KB
/03 ------------------------------ Part 2 Regression ------------------------------/
016 Welcome to Part 2 - Regression.html	1.2 KB
/27 Upper Confidence Bound UCB/
143 Upper Confidence Bound in R - Step 1.mp4	35.7 MB
144 Upper Confidence Bound in R - Step 2.mp4	35.8 MB
142 Upper Confidence Bound in Python - Step 4.mp4	13.0 MB
140 Upper Confidence Bound in Python - Step 2.mp4	46.7 MB
145 Upper Confidence Bound in R - Step 3.mp4	60.6 MB
139 Upper Confidence Bound in Python - Step 1.mp4	40.9 MB
141 Upper Confidence Bound in Python - Step 3.mp4	56.3 MB
146 Upper Confidence Bound in R - Step 4.mp4	10.0 MB
/.../143 Upper Confidence Bound in R - Step 1/
UCB.zip	1.1 MB
/.../139 Upper Confidence Bound in Python - Step 1/
UCB.zip	1.1 MB
/21 K-Means Clustering/
115 K-Means Clustering in Python.mp4	52.2 MB
112 K-Means Clustering Intuition.mp4	31.4 MB
116 K-Means Clustering in R.mp4	38.7 MB
113 K-Means Random Initialization Trap.mp4	16.1 MB
114 K-Means Selecting The Number Of Clusters.mp4	26.9 MB
/captions/
114 K-Means Selecting The Number Of Clusters-EN.srt	16.9 KB
112 K-Means Clustering Intuition-EN.srt	21.4 KB
115 K-Means Clustering in Python-EN.srt	25.8 KB
116 K-Means Clustering in R-EN.srt	17.8 KB
113 K-Means Random Initialization Trap-EN.srt	11.9 KB
/quizzes/
006 K-Means Clustering.html	4.1 KB
/.../115 K-Means Clustering in Python/
K-Means.zip	5.6 KB
/.../116 K-Means Clustering in R/
K-Means.zip	5.6 KB
/01 Welcome to the course/
001 Applications of Machine Learning.mp4	10.3 MB
002 Why Machine Learning is the Future.mp4	15.2 MB
003 Installing R and R Studio MAC Windows.mp4	24.3 MB
005 BONUS Meet your instructors.html	1.4 KB
004 Installing Python and Anaconda MAC Windows.mp4	25.1 MB
/captions/
004 Installing Python and Anaconda MAC Windows-EN.srt	11.2 KB
003 Installing R and R Studio MAC Windows-EN.srt	8.4 KB
/30 ---------------------------- Part 8 Deep Learning ----------------------------/
174 Welcome to Part 8 - Deep Learning.html	1.1 KB
/captions/
105 Random Forest Classification in R-EN.srt	29.5 KB
104 Random Forest Classification in Python-EN.srt	28.1 KB
103 Random Forest Classification Intuition-EN.srt	6.6 KB
/18 Random Forest Classification/
104 Random Forest Classification in Python.mp4	65.1 MB
103 Random Forest Classification Intuition.mp4	26.9 MB
105 Random Forest Classification in R.mp4	67.2 MB
/.../104 Random Forest Classification in Python/
Random-Forest-Classification.zip	9.1 KB
/.../105 Random Forest Classification in R/
Random-Forest-Classification.zip	9.1 KB
/23 ---------------------- Part 5 Association Rule Learning ----------------------/
130 Welcome to Part 5 - Association Rule Learning.html	0.7 KB
/11 ---------------------------- Part 3 Classification ----------------------------/
068 Welcome to Part 3 - Classification.html	1.1 KB
/40 Bonus Lectures/
214 YOUR SPECIAL BONUS.html	3.5 KB
/07 Support Vector Regression SVR/
057 SVR in R.mp4	35.4 MB
056 SVR in Python.mp4	63.1 MB
/captions/
056 SVR in Python-EN.srt	28.1 KB
057 SVR in R-EN.srt	17.0 KB
/.../056 SVR in Python/
SVR.zip	5.0 KB
/.../057 SVR in R/
SVR.zip	5.0 KB
/39 XGBoost/
212 XGBoost in Python - Step 2.mp4	33.5 MB
213 Download all the Codes and Datasets Here.html	0.9 KB
211 XGBoost in Python - Step 1.mp4	22.4 MB
/.../211 XGBoost in Python - Step 1/
XGBoost.zip	265.6 KB
/.../213 Download all the Codes and Datasets Here/
Machine-Learning-A-Z.zip	238.2 MB
/32 Convolutional Neural Networks/
195 CNN in Python - Step 6.mp4	12.5 MB
192 CNN in Python - Step 3.mp4	2.9 MB
200 CNN in R.html	2.7 KB
193 CNN in Python - Step 4.mp4	36.3 MB
190 CNN in Python - Step 1.mp4	32.1 MB
198 CNN in Python - Step 9.mp4	65.4 MB
199 CNN in Python - Step 10.mp4	29.1 MB
197 CNN in Python - Step 8.mp4	9.4 MB
194 CNN in Python - Step 5.mp4	13.0 MB
196 CNN in Python - Step 7.mp4	17.5 MB
191 CNN in Python - Step 2.mp4	7.6 MB
/.../190 CNN in Python - Step 1/
Convolutional-Neural-Networks.zip	232.6 MB
/17 Decision Tree Classification/
101 Decision Tree Classification in Python.mp4	40.7 MB
102 Decision Tree Classification in R.mp4	71.5 MB
100 Decision Tree Classification Intuition.mp4	22.7 MB
/captions/
100 Decision Tree Classification Intuition-EN.srt	11.8 KB
102 Decision Tree Classification in R-EN.srt	26.5 KB
101 Decision Tree Classification in Python-EN.srt	17.6 KB
/.../101 Decision Tree Classification in Python/
Decision-Tree-Classification.zip	9.1 KB
/.../102 Decision Tree Classification in R/
Decision-Tree-Classification.zip	9.1 KB
/35 Linear Discriminant Analysis LDA/
205 LDA in Python.mp4	47.6 MB
/.../205 LDA in Python/
LDA.zip	6.5 KB
/20 ---------------------------- Part 4 Clustering ----------------------------/
111 Welcome to Part 4 - Clustering.html	1.0 KB
/16 Naive Bayes/
095 Naive Bayes Intuition.mp4	32.6 MB
094 Bayes Theorem.mp4	52.9 MB
096 Naive Bayes Intuition Challenge Reveal.mp4	13.9 MB
098 Naive Bayes in Python.mp4	32.7 MB
097 Naive Bayes Intuition Extras.mp4	19.9 MB
099 Naive Bayes in R.mp4	52.2 MB
/captions/
096 Naive Bayes Intuition Challenge Reveal-EN.srt	8.8 KB
095 Naive Bayes Intuition-EN.srt	21.4 KB
097 Naive Bayes Intuition Extras-EN.srt	14.6 KB
098 Naive Bayes in Python-EN.srt	12.5 KB
099 Naive Bayes in R-EN.srt	19.9 KB
094 Bayes Theorem-EN.srt	31.4 KB
/.../098 Naive Bayes in Python/
Naive-Bayes.zip	8.6 KB
/.../099 Naive Bayes in R/
Naive-Bayes.zip	8.6 KB
/12 Logistic Regression/
074 Logistic Regression in Python - Step 5.mp4	55.7 MB
078 Logistic Regression in R - Step 3.mp4	28.8 MB
071 Logistic Regression in Python - Step 2.mp4	11.6 MB
073 Logistic Regression in Python - Step 4.mp4	14.5 MB
076 Logistic Regression in R - Step 1.mp4	16.5 MB
080 Logistic Regression in R - Step 5.mp4	98.3 MB
077 Logistic Regression in R - Step 2.mp4	15.6 MB
075 Python Classification Template.mp4	18.4 MB
072 Logistic Regression in Python - Step 3.mp4	8.4 MB
081 R Classification Template.mp4	18.4 MB
069 Logistic Regression Intuition.mp4	30.6 MB
070 Logistic Regression in Python - Step 1.mp4	17.7 MB
079 Logistic Regression in R - Step 4.mp4	12.3 MB
/captions/
075 Python Classification Template-EN.srt	5.6 KB
072 Logistic Regression in Python - Step 3-EN.srt	3.7 KB
079 Logistic Regression in R - Step 4-EN.srt	3.6 KB
073 Logistic Regression in Python - Step 4-EN.srt	6.5 KB
070 Logistic Regression in Python - Step 1-EN.srt	7.9 KB
077 Logistic Regression in R - Step 2-EN.srt	4.0 KB
071 Logistic Regression in Python - Step 2-EN.srt	4.5 KB
074 Logistic Regression in Python - Step 5-EN.srt	27.1 KB
081 R Classification Template-EN.srt	6.2 KB
076 Logistic Regression in R - Step 1-EN.srt	8.1 KB
078 Logistic Regression in R - Step 3-EN.srt	6.8 KB
080 Logistic Regression in R - Step 5-EN.srt	26.6 KB
/quizzes/
004 Logistic Regression.html	4.1 KB
/.../081 R Classification Template/
Classification-Template.zip	3.0 KB
/.../070 Logistic Regression in Python - Step 1/
Logistic-Regression.zip	6.3 KB
/.../075 Python Classification Template/
Classification-Template.zip	3.0 KB
/.../076 Logistic Regression in R - Step 1/
Logistic-Regression.zip	6.3 KB
/04 Simple Linear Regression/
017 Dataset Business Problem Description.mp4	8.1 MB
025 Simple Linear Regression in R - Step 2.mp4	26.1 MB
018 Simple Linear Regression Intuition - Step 1.mp4	11.0 MB
027 Simple Linear Regression in R - Step 4.mp4	51.5 MB
019 Simple Linear Regression Intuition - Step 2.mp4	6.3 MB
024 Simple Linear Regression in R - Step 1.mp4	12.1 MB
022 Simple Linear Regression in Python - Step 3.mp4	21.5 MB
021 Simple Linear Regression in Python - Step 2.mp4	25.8 MB
020 Simple Linear Regression in Python - Step 1.mp4	29.3 MB
023 Simple Linear Regression in Python - Step 4.mp4	41.3 MB
026 Simple Linear Regression in R - Step 3.mp4	12.0 MB
/captions/
017 Dataset Business Problem Description-EN.srt	3.8 KB
024 Simple Linear Regression in R - Step 1-EN.srt	7.0 KB
023 Simple Linear Regression in Python - Step 4-EN.srt	20.5 KB
025 Simple Linear Regression in R - Step 2-EN.srt	8.2 KB
027 Simple Linear Regression in R - Step 4-EN.srt	21.7 KB
020 Simple Linear Regression in Python - Step 1-EN.srt	14.2 KB
018 Simple Linear Regression Intuition - Step 1-EN.srt	7.7 KB
021 Simple Linear Regression in Python - Step 2-EN.srt	11.4 KB
022 Simple Linear Regression in Python - Step 3-EN.srt	9.1 KB
019 Simple Linear Regression Intuition - Step 2-EN.srt	4.0 KB
026 Simple Linear Regression in R - Step 3-EN.srt	5.1 KB
/quizzes/
002 Simple Linear Regression.html	4.5 KB
/.../020 Simple Linear Regression in Python - Step 1/
Simple-Linear-Regression.zip	4.3 KB
/.../024 Simple Linear Regression in R - Step 1/
Simple-Linear-Regression.zip	4.3 KB
/.../206 Kernel PCA in Python/
Kernel-PCA.zip	5.5 KB
/36 Kernel PCA/
206 Kernel PCA in Python.mp4	35.0 MB
/08 Decision Tree Regression/
058 Decision Tree Regression Intuition.mp4	26.6 MB
060 Decision Tree Regression in R.mp4	59.0 MB
059 Decision Tree Regression in Python.mp4	45.5 MB
/captions/
058 Decision Tree Regression Intuition-EN.srt	15.6 KB
059 Decision Tree Regression in Python-EN.srt	21.6 KB
060 Decision Tree Regression in R-EN.srt	29.2 KB
/.../059 Decision Tree Regression in Python/
Decision-Tree-Regression.zip	5.4 KB
/.../060 Decision Tree Regression in R/
Decision-Tree-Regression.zip	5.4 KB
/02 -------------------------- Part 1 Data Preprocessing --------------------------/
012 Categorical Data.mp4	55.4 MB
011 Missing Data.mp4	41.2 MB
007 Get the dataset.mp4	7.6 MB
008 Importing the Libraries.mp4	14.2 MB
014 Feature Scaling.mp4	46.8 MB
009 Importing the Dataset.mp4	30.0 MB
006 Welcome to Part 1 - Data Preprocessing.mp4	3.7 MB
013 Splitting the Dataset into the Training set and Test set.mp4	53.4 MB
015 And here is our Data Preprocessing Template.mp4	27.1 MB
010 For Python learners summary of Object-oriented programming classes objects.html	1.8 KB
/captions/
006 Welcome to Part 1 - Data Preprocessing-EN.srt	2.3 KB
015 And here is our Data Preprocessing Template-EN.srt	13.0 KB
011 Missing Data-EN.srt	21.5 KB
014 Feature Scaling-EN.srt	21.3 KB
013 Splitting the Dataset into the Training set and Test set-EN.srt	24.5 KB
009 Importing the Dataset-EN.srt	17.0 KB
012 Categorical Data-EN.srt	24.4 KB
/quizzes/
001 Data Preprocessing.html	4.6 KB
/.../015 And here is our Data Preprocessing Template/
Data-Preprocessing-Template.zip	2.4 KB
/.../011 Missing Data/
Missing-Data.zip	2.0 KB
/.../007 Get the dataset/
Data.csv	0.2 KB
/.../012 Categorical Data/
Categorical-Data.zip	3.2 KB
/28 Thompson Sampling/
147 Thompson Sampling in Python - Step 1.mp4	58.2 MB
150 Thompson Sampling in R - Step 2.mp4	10.0 MB
148 Thompson Sampling in Python - Step 2.mp4	11.8 MB
149 Thompson Sampling in R - Step 1.mp4	53.5 MB
/.../149 Thompson Sampling in R - Step 1/
Thompson-Sampling.zip	1.0 MB
/.../147 Thompson Sampling in Python - Step 1/
Thompson-Sampling.zip	1.0 MB
/29 --------------------- Part 7 Natural Language Processing ---------------------/
162 Homework Challenge.html	1.7 KB
165 Natural Language Processing in R - Step 3.mp4	17.7 MB
170 Natural Language Processing in R - Step 8.mp4	18.1 MB
163 Natural Language Processing in R - Step 1.mp4	53.7 MB
151 Welcome to Part 7 - Natural Language Processing.html	2.0 KB
157 Natural Language Processing in Python - Step 6.mp4	8.7 MB
169 Natural Language Processing in R - Step 7.mp4	10.1 MB
164 Natural Language Processing in R - Step 2.mp4	22.7 MB
166 Natural Language Processing in R - Step 4.mp4	8.6 MB
161 Natural Language Processing in Python - Step 10.mp4	34.5 MB
153 Natural Language Processing in Python - Step 2.mp4	28.8 MB
172 Natural Language Processing in R - Step 10.mp4	56.8 MB
152 Natural Language Processing in Python - Step 1.mp4	48.3 MB
173 Homework Challenge.html	1.7 KB
171 Natural Language Processing in R - Step 9.mp4	39.5 MB
167 Natural Language Processing in R - Step 5.mp4	6.1 MB
158 Natural Language Processing in Python - Step 7.mp4	23.2 MB
154 Natural Language Processing in Python - Step 3.mp4	4.4 MB
156 Natural Language Processing in Python - Step 5.mp4	19.7 MB
155 Natural Language Processing in Python - Step 4.mp4	31.2 MB
160 Natural Language Processing in Python - Step 9.mp4	19.8 MB
168 Natural Language Processing in R - Step 6.mp4	16.9 MB
159 Natural Language Processing in Python - Step 8.mp4	54.5 MB
/.../163 Natural Language Processing in R - Step 1/
Natural-Language-Processing.zip	28.6 KB
/.../152 Natural Language Processing in Python - Step 1/
Natural-Language-Processing.zip	28.6 KB
/15 Kernel SVM/
090 The Kernel Trick.mp4	36.4 MB
088 Kernel SVM Intuition.mp4	6.7 MB
089 Mapping to a higher dimension.mp4	16.1 MB
091 Types of Kernel Functions.mp4	16.5 MB
093 Kernel SVM in R.mp4	55.4 MB
092 Kernel SVM in Python.mp4	57.5 MB
/captions/
093 Kernel SVM in R-EN.srt	23.2 KB
092 Kernel SVM in Python-EN.srt	25.6 KB
/.../093 Kernel SVM in R/
Kernel-SVM.zip	8.6 KB
/.../092 Kernel SVM in Python/
Kernel-SVM.zip	8.6 KB
/24 Apriori/
133 Apriori in R - Step 3.mp4	59.3 MB
136 Apriori in Python - Step 3.mp4	37.0 MB
134 Apriori in Python - Step 1.mp4	49.7 MB
132 Apriori in R - Step 2.mp4	40.7 MB
131 Apriori in R - Step 1.mp4	55.4 MB
135 Apriori in Python - Step 2.mp4	39.1 MB
/24 Apriori/captions/
134 Apriori in Python - Step 1-EN.srt	25.4 KB
132 Apriori in R - Step 2-EN.srt	21.1 KB
136 Apriori in Python - Step 3-EN.srt	17.8 KB
135 Apriori in Python - Step 2-EN.srt	20.6 KB
133 Apriori in R - Step 3-EN.srt	28.4 KB
131 Apriori in R - Step 1-EN.srt	28.3 KB
/.../134 Apriori in Python - Step 1/
Apriori-Python.zip	54.5 KB
/.../131 Apriori in R - Step 1/
Apriori.zip	50.3 KB
/22 Hierarchical Clustering/
125 HC in R - Step 1.mp4	9.0 MB
120 HC in Python - Step 1.mp4	14.4 MB
128 HC in R - Step 4.mp4	10.7 MB
124 HC in Python - Step 5.mp4	10.4 MB
118 Hierarchical Clustering How Dendrograms Work.mp4	18.3 MB
119 Hierarchical Clustering Using Dendrograms.mp4	23.9 MB
127 HC in R - Step 3.mp4	10.4 MB
117 Hierarchical Clustering Intuition.mp4	17.3 MB
123 HC in Python - Step 4.mp4	22.4 MB
126 HC in R - Step 2.mp4	14.5 MB
121 HC in Python - Step 2.mp4	16.3 MB
129 HC in R - Step 5.mp4	14.3 MB
122 HC in Python - Step 3.mp4	17.0 MB
/captions/
129 HC in R - Step 5-EN.srt	3.7 KB
126 HC in R - Step 2-EN.srt	7.5 KB
119 Hierarchical Clustering Using Dendrograms-EN.srt	16.2 KB
120 HC in Python - Step 1-EN.srt	6.9 KB
125 HC in R - Step 1-EN.srt	5.8 KB
127 HC in R - Step 3-EN.srt	4.4 KB
117 Hierarchical Clustering Intuition-EN.srt	13.4 KB
123 HC in Python - Step 4-EN.srt	6.0 KB
121 HC in Python - Step 2-EN.srt	8.8 KB
118 Hierarchical Clustering How Dendrograms Work-EN.srt	13.1 KB
124 HC in Python - Step 5-EN.srt	6.3 KB
128 HC in R - Step 4-EN.srt	3.6 KB
122 HC in Python - Step 3-EN.srt	7.1 KB
/quizzes/
007 Hierarchical Clustering.html	4.4 KB
/.../120 HC in Python - Step 1/
Hierarchical-Clustering.zip	5.8 KB
/.../125 HC in R - Step 1/
Hierarchical-Clustering.zip	5.8 KB
/37 --------------------- Part 10 Model Selection Boosting ---------------------/
207 Welcome to Part 10 - Model Selection Boosting.html	1.2 KB
/13 K-Nearest Neighbors K-NN/
082 K-Nearest Neighbor Intuition.mp4	11.0 MB
084 K-NN in R.mp4	58.5 MB
083 K-NN in Python.mp4	49.3 MB
/captions/
082 K-Nearest Neighbor Intuition-EN.srt	7.4 KB
083 K-NN in Python-EN.srt	19.2 KB
084 K-NN in R-EN.srt	21.2 KB
/quizzes/
005 K-Nearest Neighbor.html	4.1 KB
/.../083 K-NN in Python/
K-Nearest-Neighbors.zip	8.8 KB
/.../084 K-NN in R/
K-Nearest-Neighbors.zip	8.8 KB
/26 ------------------------ Part 6 Reinforcement Learning ------------------------/
138 Welcome to Part 6 - Reinforcement Learning.html	1.1 KB
/33 ----------------------- Part 9 Dimensionality Reduction -----------------------/
201 Welcome to Part 9 - Dimensionality Reduction.html	1.6 KB
/19 Evaluating Classification Models Performance/
108 Accuracy Paradox.mp4	4.4 MB
106 False Positives False Negatives.mp4	15.9 MB
107 Confusion Matrix.mp4	9.3 MB
109 CAP Curve.mp4	21.3 MB
110 CAP Curve Analysis.mp4	13.6 MB
/captions/
106 False Positives False Negatives-EN.srt	10.4 KB
110 CAP Curve Analysis-EN.srt	8.5 KB
107 Confusion Matrix-EN.srt	6.9 KB
108 Accuracy Paradox-EN.srt	3.0 KB
109 CAP Curve-EN.srt	14.9 KB
/09 Random Forest Regression/
063 Random Forest Regression in R.mp4	54.4 MB
061 Random Forest Regression Intuition.mp4	16.4 MB
062 Random Forest Regression in Python.mp4	55.3 MB
/captions/
061 Random Forest Regression Intuition-EN.srt	9.5 KB
062 Random Forest Regression in Python-EN.srt	25.0 KB
063 Random Forest Regression in R-EN.srt	25.7 KB
/.../062 Random Forest Regression in Python/
Random-Forest-Regression.zip	5.4 KB
/.../063 Random Forest Regression in R/
Random-Forest-Regression.zip	5.4 KB
/05 Multiple Linear Regression/
036 Multiple Linear Regression in Python - Step 3.mp4	26.7 MB
035 Multiple Linear Regression in Python - Step 2.mp4	10.3 MB
028 Dataset Business Problem Description.mp4	13.2 MB
043 Multiple Linear Regression in R - Backward Elimination - HOMEWORK.mp4	53.3 MB
038 Multiple Linear Regression in Python - Backward Elimination - HOMEWORK.mp4	62.0 MB
039 Multiple Linear Regression in Python - Backward Elimination - Homework Solution.mp4	56.9 MB
034 Multiple Linear Regression in Python - Step 1.mp4	54.7 MB
037 Multiple Linear Regression in Python - Backward Elimination - Preparation.mp4	57.2 MB
041 Multiple Linear Regression in R - Step 2.mp4	47.4 MB
044 Multiple Linear Regression in R - Backward Elimination - Homework Solution.mp4	23.0 MB
040 Multiple Linear Regression in R - Step 1.mp4	24.6 MB
031 Multiple Linear Regression Intuition - Step 3.mp4	17.4 MB
029 Multiple Linear Regression Intuition - Step 1.mp4	2.1 MB
032 Multiple Linear Regression Intuition - Step 4.mp4	5.6 MB
033 Multiple Linear Regression Intuition - Step 5.mp4	34.4 MB
042 Multiple Linear Regression in R - Step 3.mp4	14.5 MB
030 Multiple Linear Regression Intuition - Step 2.mp4	2.1 MB
/captions/
030 Multiple Linear Regression Intuition - Step 2-EN.srt	1.4 KB
041 Multiple Linear Regression in R - Step 2-EN.srt	14.2 KB
040 Multiple Linear Regression in R - Step 1-EN.srt	10.7 KB
029 Multiple Linear Regression Intuition - Step 1-EN.srt	1.5 KB
042 Multiple Linear Regression in R - Step 3-EN.srt	6.4 KB
043 Multiple Linear Regression in R - Backward Elimination - HOMEWORK-EN.srt	25.2 KB
044 Multiple Linear Regression in R - Backward Elimination - Homework Solution-EN.srt	10.8 KB
036 Multiple Linear Regression in Python - Step 3-EN.srt	7.6 KB
037 Multiple Linear Regression in Python - Backward Elimination - Preparation-EN.srt	18.1 KB
033 Multiple Linear Regression Intuition - Step 5-EN.srt	21.6 KB
039 Multiple Linear Regression in Python - Backward Elimination - Homework Solution-EN.srt	13.0 KB
028 Dataset Business Problem Description-EN.srt	5.2 KB
035 Multiple Linear Regression in Python - Step 2-EN.srt	3.7 KB
034 Multiple Linear Regression in Python - Step 1-EN.srt	22.0 KB
032 Multiple Linear Regression Intuition - Step 4-EN.srt	3.2 KB
031 Multiple Linear Regression Intuition - Step 3-EN.srt	9.9 KB
038 Multiple Linear Regression in Python - Backward Elimination - HOMEWORK-EN.srt	18.0 KB
/quizzes/
003 Multiple Linear Regression.html	4.7 KB
/.../039 Multiple Linear Regression in Python - Backward Elimination - Homework Solution/
Homework-Solutions.zip	5.1 KB
/.../033 Multiple Linear Regression Intuition - Step 5/
Step-by-step-Blueprints-For-Building-Models.pdf	787.1 KB
/.../034 Multiple Linear Regression in Python - Step 1/
Multiple-Linear-Regression.zip	5.5 KB
/.../040 Multiple Linear Regression in R - Step 1/
Multiple-Linear-Regression.zip	5.5 KB
/.../044 Multiple Linear Regression in R - Backward Elimination - Homework Solution/
Homework-Solutions.zip	5.1 KB
/14 Support Vector Machine SVM/
085 SVM Intuition.mp4	20.9 MB
087 SVM in R.mp4	68.5 MB
086 SVM in Python.mp4	43.7 MB
/captions/
085 SVM Intuition-EN.srt	14.5 KB
086 SVM in Python-EN.srt	17.3 KB
087 SVM in R-EN.srt	16.7 KB
/.../087 SVM in R/
SVM.zip	8.5 KB
/.../086 SVM in Python/
SVM.zip	8.5 KB
/31 Artificial Neural Networks/
183 ANN in Python - Step 8.mp4	35.7 MB
181 ANN in Python - Step 6.mp4	12.5 MB
179 ANN in Python - Step 4.mp4	10.2 MB
176 ANN in Python - Step 1 - Installing Theano Tensorflow and Keras.mp4	39.3 MB
180 ANN in Python - Step 5.mp4	41.3 MB
182 ANN in Python - Step 7.mp4	15.6 MB
189 ANN in R - Step 4 Last step.mp4	45.9 MB
175 Business Problem Description.mp4	30.7 MB
184 ANN in Python - Step 9.mp4	29.9 MB
186 ANN in R - Step 1.mp4	52.3 MB
185 ANN in Python - Step 10.mp4	29.8 MB
187 ANN in R - Step 2.mp4	19.1 MB
177 ANN in Python - Step 2.mp4	89.0 MB
188 ANN in R - Step 3.mp4	39.7 MB
178 ANN in Python - Step 3.mp4	15.3 MB
/.../176 ANN in Python - Step 1 - Installing Theano Tensorflow and Keras/
Artificial-Neural-Networks.zip	1.5 MB
/.../186 ANN in R - Step 1/
Artificial-Neural-Networks.zip	1.5 MB
/06 Polynomial Regression/
052 Polynomial Regression in R - Step 2.mp4	33.9 MB
045 Polynomial Regression Intuition.mp4	9.9 MB
055 R Regression Template.mp4	32.9 MB
053 Polynomial Regression in R - Step 3.mp4	57.5 MB
051 Polynomial Regression in R - Step 1.mp4	22.2 MB
050 Python Regression Template.mp4	38.6 MB
054 Polynomial Regression in R - Step 4.mp4	29.9 MB
047 Polynomial Regression in Python - Step 2.mp4	36.8 MB
046 Polynomial Regression in Python - Step 1.mp4	33.2 MB
049 Polynomial Regression in Python - Step 4.mp4	18.5 MB
048 Polynomial Regression in Python - Step 3.mp4	57.1 MB
/captions/
049 Polynomial Regression in Python - Step 4-EN.srt	8.0 KB
048 Polynomial Regression in Python - Step 3-EN.srt	28.5 KB
045 Polynomial Regression Intuition-EN.srt	7.2 KB
050 Python Regression Template-EN.srt	15.0 KB
054 Polynomial Regression in R - Step 4-EN.srt	14.1 KB
046 Polynomial Regression in Python - Step 1-EN.srt	16.1 KB
047 Polynomial Regression in Python - Step 2-EN.srt	15.7 KB
051 Polynomial Regression in R - Step 1-EN.srt	13.0 KB
053 Polynomial Regression in R - Step 3-EN.srt	28.1 KB
055 R Regression Template-EN.srt	17.1 KB
052 Polynomial Regression in R - Step 2-EN.srt	14.0 KB
/.../046 Polynomial Regression in Python - Step 1/
Polynomial-Regression.zip	4.7 KB
/.../050 Python Regression Template/
Regression-Template.zip	2.9 KB
/.../051 Polynomial Regression in R - Step 1/
Polynomial-Regression.zip	4.7 KB
/.../055 R Regression Template/
Regression-Template.zip	2.9 KB
/10 Evaluating Regression Models Performance/
067 Interpreting Linear Regression Coefficients.mp4	28.7 MB
064 R-Squared Intuition.mp4	10.3 MB
065 Adjusted R-Squared Intuition.mp4	22.5 MB
066 Evaluating Regression Models Performance - Homeworks Final Part.mp4	29.7 MB
/captions/
066 Evaluating Regression Models Performance - Homeworks Final Part-EN.srt	11.9 KB
065 Adjusted R-Squared Intuition-EN.srt	13.3 KB
067 Interpreting Linear Regression Coefficients-EN.srt	12.3 KB
064 R-Squared Intuition-EN.srt	6.6 KB
/25 Eclat/captions/
137 Eclat in R-EN.srt	14.4 KB
/.../137 Eclat in R/
Eclat.zip	49.7 KB
/25 Eclat/
137 Eclat in R.mp4	26.5 MB
Total files 404