Machine Learning Hands On Python and In Data Science | 63046069FC9CB0490EAF1D01075172CB8AB81972

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	63046069FC9CB0490EAF1D01075172CB8AB81972

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