Machine Learning Hands On Python and In Data Science | BF9AE544498F69E39584E69082AE6F64F102C4A4

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	BF9AE544498F69E39584E69082AE6F64F102C4A4

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