Machine Learning Hands On Python In Data Science | 2DEB5ADAB277ED497011563C5B3E935ACDEA0F8D

Machine Learning Hands On Python In Data Science

Name	Machine Learning A-Z™ Hands-On Python & R In Data Science	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	5.9 GB
Total Files	539
Hash	2DEB5ADAB277ED497011563C5B3E935ACDEA0F8D

/.../36 Kernel PCA/
264 Kernel PCA in R.mp4	59.3 MB
262 How to get the dataset-subtitle-en.srt	5.1 KB
262 How to get the dataset.mp4	12.3 MB
263 Kernel PCA in Python-subtitle-en.srt	22.8 KB
263 Kernel PCA in Python.mp4	35.0 MB
264 Kernel PCA in R-subtitle-en.srt	32.8 KB
/
Torrent_downloaded_from_Demonoid_-_www.demonoid.pw_.txt	0.1 KB
TutsGalaxy.com.txt	0.0 KB
Read Me.txt	0.1 KB
/.../01 Welcome to the course!/
001 Applications of Machine Learning-subtitle-en.srt	5.6 KB
001 Applications of Machine Learning.mp4	8.4 MB
002 Why Machine Learning is the Future-subtitle-en.srt	9.8 KB
002 Why Machine Learning is the Future.mp4	13.4 MB
003 Installing R and R Studio (MAC & Windows)-subtitle-en.srt	9.4 KB
003 Installing R and R Studio (MAC & Windows).mp4	18.4 MB
004 Update_ Recommended Anaconda Version.html	2.3 KB
005 Installing Python and Anaconda (MAC & Windows)-subtitle-en.srt	12.6 KB
005 Installing Python and Anaconda (MAC & Windows).mp4	20.5 MB
006 BONUS_ Meet your instructors.html	2.2 KB
/.../02 -------------------- Part 1_ Data Preprocessing --------------------/
007 Welcome to Part 1 - Data Preprocessing-subtitle-en.srt	2.6 KB
007 Welcome to Part 1 - Data Preprocessing.mp4	3.1 MB
008 Get the dataset-subtitle-en.srt	11.4 KB
008 Get the dataset.mp4	22.2 MB
009 Importing the Libraries-subtitle-en.srt	8.6 KB
009 Importing the Libraries.mp4	11.6 MB
010 Importing the Dataset-subtitle-en.srt	19.1 KB
010 Importing the Dataset.mp4	24.4 MB
011 For Python learners_ summary of Object-oriented programming_ classes & objects.html	2.6 KB
012 Missing Data-subtitle-en.srt	24.2 KB
012 Missing Data.mp4	33.7 MB
013 Categorical Data-subtitle-en.srt	27.7 KB
013 Categorical Data.mp4	42.8 MB
014 Splitting the Dataset into the Training set and Test set-subtitle-en.srt	27.6 KB
014 Splitting the Dataset into the Training set and Test set.mp4	40.9 MB
015 Feature Scaling-subtitle-en.srt	24.0 KB
015 Feature Scaling.mp4	36.3 MB
016 And here is our Data Preprocessing Template!-subtitle-en.srt	14.5 KB
016 And here is our Data Preprocessing Template!.mp4	20.6 MB
/.../03 -------------------- Part 2_ Regression --------------------/
017 Welcome to Part 2 - Regression.html	2.0 KB
/.../04 Simple Linear Regression/
018 How to get the dataset-subtitle-en.srt	5.1 KB
018 How to get the dataset.mp4	12.3 MB
019 Dataset + Business Problem Description-subtitle-en.srt	4.2 KB
019 Dataset + Business Problem Description.mp4	6.9 MB
020 Simple Linear Regression Intuition - Step 1-subtitle-en.srt	8.5 KB
020 Simple Linear Regression Intuition - Step 1.mp4	9.9 MB
021 Simple Linear Regression Intuition - Step 2-subtitle-en.srt	4.4 KB
021 Simple Linear Regression Intuition - Step 2.mp4	5.6 MB
022 Simple Linear Regression in Python - Step 1-subtitle-en.srt	15.8 KB
022 Simple Linear Regression in Python - Step 1.mp4	22.8 MB
023 Simple Linear Regression in Python - Step 2-subtitle-en.srt	12.6 KB
023 Simple Linear Regression in Python - Step 2.mp4	19.7 MB
024 Simple Linear Regression in Python - Step 3-subtitle-en.srt	10.1 KB
024 Simple Linear Regression in Python - Step 3.mp4	16.4 MB
025 Simple Linear Regression in Python - Step 4-subtitle-en.srt	23.0 KB
025 Simple Linear Regression in Python - Step 4.mp4	32.3 MB
026 Simple Linear Regression in R - Step 1-subtitle-en.srt	7.9 KB
026 Simple Linear Regression in R - Step 1.mp4	10.0 MB
027 Simple Linear Regression in R - Step 2-subtitle-en.srt	9.1 KB
027 Simple Linear Regression in R - Step 2.mp4	15.0 MB
028 Simple Linear Regression in R - Step 3-subtitle-en.srt	5.7 KB
028 Simple Linear Regression in R - Step 3.mp4	9.1 MB
029 Simple Linear Regression in R - Step 4-subtitle-en.srt	24.5 KB
029 Simple Linear Regression in R - Step 4.mp4	39.2 MB
/.../05 Multiple Linear Regression/
030 How to get the dataset-subtitle-en.srt	5.1 KB
030 How to get the dataset.mp4	12.3 MB
031 Dataset + Business Problem Description-subtitle-en.srt	5.8 KB
031 Dataset + Business Problem Description.mp4	10.5 MB
032 Multiple Linear Regression Intuition - Step 1-subtitle-en.srt	1.6 KB
032 Multiple Linear Regression Intuition - Step 1.mp4	1.9 MB
033 Multiple Linear Regression Intuition - Step 2-subtitle-en.srt	1.5 KB
033 Multiple Linear Regression Intuition - Step 2.mp4	1.9 MB
034 Multiple Linear Regression Intuition - Step 3-subtitle-en.srt	11.0 KB
034 Multiple Linear Regression Intuition - Step 3.mp4	15.0 MB
035 Multiple Linear Regression Intuition - Step 4-subtitle-en.srt	3.6 KB
035 Multiple Linear Regression Intuition - Step 4.mp4	4.7 MB
036 Multiple Linear Regression Intuition - Step 5-subtitle-en.srt	24.1 KB
036 Multiple Linear Regression Intuition - Step 5.mp4	30.2 MB
037 Multiple Linear Regression in Python - Step 1-subtitle-en.srt	25.0 KB
037 Multiple Linear Regression in Python - Step 1.mp4	41.5 MB
038 Multiple Linear Regression in Python - Step 2-subtitle-en.srt	4.2 KB
038 Multiple Linear Regression in Python - Step 2.mp4	7.6 MB
039 Multiple Linear Regression in Python - Step 3-subtitle-en.srt	8.5 KB
039 Multiple Linear Regression in Python - Step 3.mp4	15.0 MB
040 Multiple Linear Regression in Python - Backward Elimination - Preparation-subtitle-en.srt	20.2 KB
040 Multiple Linear Regression in Python - Backward Elimination - Preparation.mp4	34.4 MB
041 Multiple Linear Regression in Python - Backward Elimination - HOMEWORK !-subtitle-en.srt	20.2 KB
041 Multiple Linear Regression in Python - Backward Elimination - HOMEWORK !.mp4	34.2 MB
042 Multiple Linear Regression in Python - Backward Elimination - Homework Solution-subtitle-en.srt	14.5 KB
042 Multiple Linear Regression in Python - Backward Elimination - Homework Solution.mp4	28.5 MB
043 Multiple Linear Regression in R - Step 1-subtitle-en.srt	12.1 KB
043 Multiple Linear Regression in R - Step 1.mp4	18.8 MB
044 Multiple Linear Regression in R - Step 2-subtitle-en.srt	15.8 KB
044 Multiple Linear Regression in R - Step 2.mp4	27.2 MB
045 Multiple Linear Regression in R - Step 3-subtitle-en.srt	7.2 KB
045 Multiple Linear Regression in R - Step 3.mp4	10.9 MB
046 Multiple Linear Regression in R - Backward Elimination - HOMEWORK !-subtitle-en.srt	28.1 KB
046 Multiple Linear Regression in R - Backward Elimination - HOMEWORK !.mp4	41.7 MB
047 Multiple Linear Regression in R - Backward Elimination - Homework Solution-subtitle-en.srt	12.1 KB
047 Multiple Linear Regression in R - Backward Elimination - Homework Solution.mp4	18.1 MB
/.../06 Polynomial Regression/
048 Polynomial Regression Intuition-subtitle-en.srt	8.0 KB
048 Polynomial Regression Intuition.mp4	9.9 MB
049 How to get the dataset-subtitle-en.srt	5.1 KB
049 How to get the dataset.mp4	12.3 MB
050 Polynomial Regression in Python - Step 1-subtitle-en.srt	17.9 KB
050 Polynomial Regression in Python - Step 1.mp4	26.1 MB
051 Polynomial Regression in Python - Step 2-subtitle-en.srt	17.6 KB
051 Polynomial Regression in Python - Step 2.mp4	28.4 MB
052 Polynomial Regression in Python - Step 3-subtitle-en.srt	32.2 KB
052 Polynomial Regression in Python - Step 3.mp4	45.1 MB
053 Polynomial Regression in Python - Step 4-subtitle-en.srt	8.9 KB
053 Polynomial Regression in Python - Step 4.mp4	14.2 MB
054 Python Regression Template-subtitle-en.srt	16.8 KB
054 Python Regression Template.mp4	28.8 MB
055 Polynomial Regression in R - Step 1-subtitle-en.srt	14.5 KB
055 Polynomial Regression in R - Step 1.mp4	18.6 MB
056 Polynomial Regression in R - Step 2-subtitle-en.srt	15.6 KB
056 Polynomial Regression in R - Step 2.mp4	25.0 MB
057 Polynomial Regression in R - Step 3-subtitle-en.srt	31.6 KB
057 Polynomial Regression in R - Step 3.mp4	45.4 MB
058 Polynomial Regression in R - Step 4-subtitle-en.srt	15.8 KB
058 Polynomial Regression in R - Step 4.mp4	23.4 MB
059 R Regression Template-subtitle-en.srt	19.1 KB
059 R Regression Template.mp4	26.6 MB
/.../07 Support Vector Regression (SVR)/
060 How to get the dataset-subtitle-en.srt	5.1 KB
060 How to get the dataset.mp4	12.3 MB
061 SVR in Python-subtitle-en.srt	31.6 KB
061 SVR in Python.mp4	48.4 MB
062 SVR in R-subtitle-en.srt	19.1 KB
062 SVR in R.mp4	27.1 MB
/.../08 Decision Tree Regression/
063 Decision Tree Regression Intuition-subtitle-en.srt	17.5 KB
063 Decision Tree Regression Intuition.mp4	23.8 MB
064 How to get the dataset-subtitle-en.srt	5.1 KB
064 How to get the dataset.mp4	12.3 MB
065 Decision Tree Regression in Python-subtitle-en.srt	24.3 KB
065 Decision Tree Regression in Python.mp4	35.2 MB
066 Decision Tree Regression in R-subtitle-en.srt	32.9 KB
066 Decision Tree Regression in R.mp4	46.5 MB
/.../09 Random Forest Regression/
067 Random Forest Regression Intuition-subtitle-en.srt	10.5 KB
067 Random Forest Regression Intuition.mp4	14.5 MB
068 How to get the dataset-subtitle-en.srt	5.1 KB
068 How to get the dataset.mp4	12.3 MB
069 Random Forest Regression in Python-subtitle-en.srt	28.2 KB
069 Random Forest Regression in Python.mp4	41.4 MB
070 Random Forest Regression in R-subtitle-en.srt	28.8 KB
070 Random Forest Regression in R.mp4	42.3 MB
/.../10 Evaluating Regression Models Performance/
071 R-Squared Intuition-subtitle-en.srt	7.3 KB
071 R-Squared Intuition.mp4	9.3 MB
072 Adjusted R-Squared Intuition-subtitle-en.srt	14.8 KB
072 Adjusted R-Squared Intuition.mp4	20.2 MB
073 Evaluating Regression Models Performance - Homework's Final Part-subtitle-en.srt	13.2 KB
073 Evaluating Regression Models Performance - Homework's Final Part.mp4	23.0 MB
074 Interpreting Linear Regression Coefficients-subtitle-en.srt	13.6 KB
074 Interpreting Linear Regression Coefficients.mp4	25.4 MB
075 Conclusion of Part 2 - Regression.html	4.4 KB
/.../11 -------------------- Part 3_ Classification --------------------/
076 Welcome to Part 3 - Classification.html	2.0 KB
/.../12 Logistic Regression/
077 Logistic Regression Intuition-subtitle-en.srt	25.4 KB
077 Logistic Regression Intuition.mp4	30.6 MB
078 How to get the dataset-subtitle-en.srt	5.1 KB
078 How to get the dataset.mp4	12.3 MB
079 Logistic Regression in Python - Step 1-subtitle-en.srt	9.0 KB
079 Logistic Regression in Python - Step 1.mp4	13.6 MB
080 Logistic Regression in Python - Step 2-subtitle-en.srt	5.0 KB
080 Logistic Regression in Python - Step 2.mp4	8.6 MB
081 Logistic Regression in Python - Step 3-subtitle-en.srt	4.2 KB
081 Logistic Regression in Python - Step 3.mp4	6.3 MB
082 Logistic Regression in Python - Step 4-subtitle-en.srt	7.3 KB
082 Logistic Regression in Python - Step 4.mp4	10.9 MB
083 Logistic Regression in Python - Step 5-subtitle-en.srt	30.4 KB
083 Logistic Regression in Python - Step 5.mp4	44.6 MB
084 Python Classification Template-subtitle-en.srt	6.2 KB
084 Python Classification Template.mp4	12.7 MB
085 Logistic Regression in R - Step 1-subtitle-en.srt	9.1 KB
085 Logistic Regression in R - Step 1.mp4	13.2 MB
086 Logistic Regression in R - Step 2-subtitle-en.srt	4.5 KB
086 Logistic Regression in R - Step 2.mp4	8.2 MB
087 Logistic Regression in R - Step 3-subtitle-en.srt	7.6 KB
087 Logistic Regression in R - Step 3.mp4	15.3 MB
088 Logistic Regression in R - Step 4-subtitle-en.srt	4.1 KB
088 Logistic Regression in R - Step 4.mp4	7.2 MB
089 Logistic Regression in R - Step 5-subtitle-en.srt	29.8 KB
089 Logistic Regression in R - Step 5.mp4	54.2 MB
090 R Classification Template-subtitle-en.srt	6.9 KB
090 R Classification Template.mp4	13.1 MB
/.../13 K-Nearest Neighbors (K-NN)/
091 K-Nearest Neighbor Intuition-subtitle-en.srt	8.2 KB
091 K-Nearest Neighbor Intuition.mp4	9.7 MB
092 How to get the dataset-subtitle-en.srt	5.1 KB
092 How to get the dataset.mp4	12.3 MB
093 K-NN in Python-subtitle-en.srt	21.7 KB
093 K-NN in Python.mp4	36.9 MB
094 K-NN in R-subtitle-en.srt	23.9 KB
094 K-NN in R.mp4	43.4 MB
/.../14 Support Vector Machine (SVM)/
095 SVM Intuition-subtitle-en.srt	16.1 KB
095 SVM Intuition.mp4	18.9 MB
096 How to get the dataset-subtitle-en.srt	5.1 KB
096 How to get the dataset.mp4	12.3 MB
097 SVM in Python-subtitle-en.srt	19.6 KB
097 SVM in Python.mp4	32.7 MB
098 SVM in R-subtitle-en.srt	18.8 KB
098 SVM in R.mp4	33.8 MB
098 SVM.zip	8.5 KB
/.../15 Kernel SVM/
099 Kernel SVM Intuition-subtitle-en.srt	4.7 KB
099 Kernel SVM Intuition.mp4	6.1 MB
100 Mapping to a higher dimension-subtitle-en.srt	11.2 KB
100 Mapping to a higher dimension.mp4	14.4 MB
101 The Kernel Trick-subtitle-en.srt	17.6 KB
101 The Kernel Trick.mp4	30.7 MB
102 Types of Kernel Functions-subtitle-en.srt	5.2 KB
102 Types of Kernel Functions.mp4	12.9 MB
103 How to get the dataset-subtitle-en.srt	5.1 KB
103 How to get the dataset.mp4	12.3 MB
104 Kernel SVM in Python-subtitle-en.srt	28.9 KB
104 Kernel SVM in Python.mp4	43.6 MB
105 Kernel SVM in R-subtitle-en.srt	26.1 KB
105 Kernel SVM in R.mp4	42.4 MB
/.../16 Naive Bayes/
106 Bayes Theorem-subtitle-en.srt	35.3 KB
106 Bayes Theorem.mp4	46.0 MB
107 Naive Bayes Intuition-subtitle-en.srt	23.9 KB
107 Naive Bayes Intuition.mp4	29.1 MB
108 Naive Bayes Intuition (Challenge Reveal)-subtitle-en.srt	9.7 KB
108 Naive Bayes Intuition (Challenge Reveal).mp4	13.9 MB
109 Naive Bayes Intuition (Extras)-subtitle-en.srt	16.3 KB
109 Naive Bayes Intuition (Extras).mp4	19.9 MB
110 How to get the dataset-subtitle-en.srt	5.1 KB
110 How to get the dataset.mp4	12.3 MB
111 Naive Bayes in Python-subtitle-en.srt	14.1 KB
111 Naive Bayes in Python.mp4	24.5 MB
112 Naive Bayes in R-subtitle-en.srt	22.4 KB
112 Naive Bayes in R.mp4	39.1 MB
/.../17 Decision Tree Classification/
113 Decision Tree Classification Intuition-subtitle-en.srt	13.2 KB
113 Decision Tree Classification Intuition.mp4	19.7 MB
114 How to get the dataset-subtitle-en.srt	5.1 KB
114 How to get the dataset.mp4	12.3 MB
115 Decision Tree Classification in Python-subtitle-en.srt	19.9 KB
115 Decision Tree Classification in Python.mp4	31.2 MB
116 Decision Tree Classification in R-subtitle-en.srt	29.8 KB
116 Decision Tree Classification in R.mp4	53.7 MB
/.../18 Random Forest Classification/
117 Random Forest Classification Intuition-subtitle-en.srt	7.2 KB
117 Random Forest Classification Intuition.mp4	20.4 MB
118 How to get the dataset-subtitle-en.srt	5.1 KB
118 How to get the dataset.mp4	12.3 MB
119 Random Forest Classification in Python-subtitle-en.srt	31.5 KB
119 Random Forest Classification in Python.mp4	49.4 MB
120 Random Forest Classification in R-subtitle-en.srt	33.2 KB
120 Random Forest Classification in R.mp4	51.8 MB
/.../19 Evaluating Classification Models Performance/
121 False Positives & False Negatives-subtitle-en.srt	11.6 KB
121 False Positives & False Negatives.mp4	14.3 MB
122 Confusion Matrix-subtitle-en.srt	7.7 KB
122 Confusion Matrix.mp4	8.6 MB
123 Accuracy Paradox-subtitle-en.srt	3.3 KB
123 Accuracy Paradox.mp4	4.0 MB
124 CAP Curve-subtitle-en.srt	16.6 KB
124 CAP Curve.mp4	19.6 MB
125 CAP Curve Analysis-subtitle-en.srt	9.5 KB
125 CAP Curve Analysis.mp4	12.1 MB
126 Conclusion of Part 3 - Classification.html	4.9 KB
/.../20 -------------------- Part 4_ Clustering --------------------/
127 Welcome to Part 4 - Clustering.html	1.9 KB
/.../21 K-Means Clustering/
128 K-Means Clustering Intuition-subtitle-en.srt	23.9 KB
128 K-Means Clustering Intuition.mp4	28.2 MB
129 K-Means Random Initialization Trap-subtitle-en.srt	13.3 KB
129 K-Means Random Initialization Trap.mp4	16.1 MB
130 K-Means Selecting The Number Of Clusters-subtitle-en.srt	18.9 KB
130 K-Means Selecting The Number Of Clusters.mp4	24.3 MB
131 How to get the dataset-subtitle-en.srt	5.1 KB
131 How to get the dataset.mp4	12.3 MB
132 K-Means Clustering in Python-subtitle-en.srt	28.9 KB
132 K-Means Clustering in Python.mp4	41.7 MB
133 K-Means Clustering in R-subtitle-en.srt	19.9 KB
133 K-Means Clustering in R.mp4	30.4 MB
/.../22 Hierarchical Clustering/
134 Hierarchical Clustering Intuition-subtitle-en.srt	14.9 KB
134 Hierarchical Clustering Intuition.mp4	17.3 MB
135 Hierarchical Clustering How Dendrograms Work-subtitle-en.srt	14.7 KB
135 Hierarchical Clustering How Dendrograms Work.mp4	18.3 MB
136 Hierarchical Clustering Using Dendrograms-subtitle-en.srt	18.0 KB
136 Hierarchical Clustering Using Dendrograms.mp4	23.9 MB
137 How to get the dataset-subtitle-en.srt	5.1 KB
137 How to get the dataset.mp4	12.3 MB
138 HC in Python - Step 1-subtitle-en.srt	7.8 KB
138 HC in Python - Step 1.mp4	11.2 MB
139 HC in Python - Step 2-subtitle-en.srt	9.7 KB
139 HC in Python - Step 2.mp4	13.3 MB
140 HC in Python - Step 3-subtitle-en.srt	7.9 KB
140 HC in Python - Step 3.mp4	12.9 MB
141 HC in Python - Step 4-subtitle-en.srt	6.6 KB
141 HC in Python - Step 4.mp4	12.6 MB
142 HC in Python - Step 5-subtitle-en.srt	7.0 KB
142 HC in Python - Step 5.mp4	8.8 MB
143 HC in R - Step 1-subtitle-en.srt	6.5 KB
143 HC in R - Step 1.mp4	7.7 MB
144 HC in R - Step 2-subtitle-en.srt	8.3 KB
144 HC in R - Step 2.mp4	11.7 MB
145 HC in R - Step 3-subtitle-en.srt	4.8 KB
145 HC in R - Step 3.mp4	8.2 MB
146 HC in R - Step 4-subtitle-en.srt	3.9 KB
146 HC in R - Step 4.mp4	7.8 MB
147 HC in R - Step 5-subtitle-en.srt	4.1 KB
147 HC in R - Step 5.mp4	7.2 MB
148 Conclusion of Part 4 - Clustering.html	1.7 KB
/.../23 -------------------- Part 5_ Association Rule Learning --------------------/
149 Welcome to Part 5 - Association Rule Learning.html	1.6 KB
/24 Apriori/
150 Apriori Intuition-subtitle-en.srt	27.5 KB
150 Apriori Intuition.mp4	36.7 MB
151 How to get the dataset-subtitle-en.srt	5.1 KB
151 How to get the dataset.mp4	12.3 MB
152 Apriori in R - Step 1-subtitle-en.srt	31.8 KB
152 Apriori in R - Step 1.mp4	45.0 MB
153 Apriori in R - Step 2-subtitle-en.srt	23.6 KB
153 Apriori in R - Step 2.mp4	32.0 MB
154 Apriori in R - Step 3-subtitle-en.srt	31.9 KB
154 Apriori in R - Step 3.mp4	46.0 MB
155 Apriori in Python - Step 1-subtitle-en.srt	28.6 KB
155 Apriori in Python - Step 1.mp4	39.8 MB
156 Apriori in Python - Step 2-subtitle-en.srt	23.1 KB
156 Apriori in Python - Step 2.mp4	31.0 MB
157 Apriori in Python - Step 3-subtitle-en.srt	20.1 KB
157 Apriori in Python - Step 3.mp4	28.3 MB
/25 Eclat/
158 Eclat Intuition-subtitle-en.srt	8.6 KB
158 Eclat Intuition.mp4	11.2 MB
159 How to get the dataset-subtitle-en.srt	5.1 KB
159 How to get the dataset.mp4	12.3 MB
160 Eclat in R-subtitle-en.srt	16.2 KB
160 Eclat in R.mp4	21.7 MB
160 Eclat.zip	49.7 KB
/.../26 -------------------- Part 6_ Reinforcement Learning --------------------/
161 Welcome to Part 6 - Reinforcement Learning.html	2.0 KB
/.../27 Upper Confidence Bound (UCB)/
162 The Multi-Armed Bandit Problem-subtitle-en.srt	23.7 KB
162 The Multi-Armed Bandit Problem.mp4	31.7 MB
163 Upper Confidence Bound (UCB) Intuition-subtitle-en.srt	23.3 KB
163 Upper Confidence Bound (UCB) Intuition.mp4	30.7 MB
164 How to get the dataset-subtitle-en.srt	5.1 KB
164 How to get the dataset.mp4	12.3 MB
165 Upper Confidence Bound in Python - Step 1-subtitle-en.srt	23.2 KB
165 Upper Confidence Bound in Python - Step 1.mp4	33.1 MB
166 Upper Confidence Bound in Python - Step 2-subtitle-en.srt	26.9 KB
166 Upper Confidence Bound in Python - Step 2.mp4	37.2 MB
167 Upper Confidence Bound in Python - Step 3-subtitle-en.srt	28.7 KB
167 Upper Confidence Bound in Python - Step 3.mp4	43.1 MB
168 Upper Confidence Bound in Python - Step 4-subtitle-en.srt	5.3 KB
168 Upper Confidence Bound in Python - Step 4.mp4	9.6 MB
169 Upper Confidence Bound in R - Step 1-subtitle-en.srt	21.8 KB
169 Upper Confidence Bound in R - Step 1.mp4	29.4 MB
170 Upper Confidence Bound in R - Step 2-subtitle-en.srt	23.6 KB
170 Upper Confidence Bound in R - Step 2.mp4	30.4 MB
171 Upper Confidence Bound in R - Step 3-subtitle-en.srt	26.9 KB
171 Upper Confidence Bound in R - Step 3.mp4	49.5 MB
172 Upper Confidence Bound in R - Step 4-subtitle-en.srt	4.7 KB
172 Upper Confidence Bound in R - Step 4.mp4	7.8 MB
/.../28 Thompson Sampling/
173 Thompson Sampling Intuition-subtitle-en.srt	29.2 KB
173 Thompson Sampling Intuition.mp4	39.1 MB
174 Algorithm Comparison_ UCB vs Thompson Sampling-subtitle-en.srt	11.8 KB
174 Algorithm Comparison_ UCB vs Thompson Sampling.mp4	14.8 MB
175 How to get the dataset-subtitle-en.srt	5.1 KB
175 How to get the dataset.mp4	12.3 MB
176 Thompson Sampling in Python - Step 1-subtitle-en.srt	30.7 KB
176 Thompson Sampling in Python - Step 1.mp4	45.2 MB
177 Thompson Sampling in Python - Step 2-subtitle-en.srt	5.9 KB
177 Thompson Sampling in Python - Step 2.mp4	8.8 MB
178 Thompson Sampling in R - Step 1-subtitle-en.srt	29.6 KB
178 Thompson Sampling in R - Step 1.mp4	42.9 MB
179 Thompson Sampling in R - Step 2-subtitle-en.srt	5.4 KB
179 Thompson Sampling in R - Step 2.mp4	7.8 MB
/.../29 -------------------- Part 7_ Natural Language Processing --------------------/
180 Welcome to Part 7 - Natural Language Processing.html	2.9 KB
181 How to get the dataset-subtitle-en.srt	5.1 KB
181 How to get the dataset.mp4	12.3 MB
182 Natural Language Processing in Python - Step 1-subtitle-en.srt	19.5 KB
182 Natural Language Processing in Python - Step 1.mp4	36.9 MB
183 Natural Language Processing in Python - Step 2-subtitle-en.srt	16.8 KB
183 Natural Language Processing in Python - Step 2.mp4	23.0 MB
184 Natural Language Processing in Python - Step 3-subtitle-en.srt	2.7 KB
184 Natural Language Processing in Python - Step 3.mp4	3.5 MB
185 Natural Language Processing in Python - Step 4-subtitle-en.srt	18.6 KB
185 Natural Language Processing in Python - Step 4.mp4	25.2 MB
186 Natural Language Processing in Python - Step 5-subtitle-en.srt	11.4 KB
186 Natural Language Processing in Python - Step 5.mp4	15.6 MB
187 Natural Language Processing in Python - Step 6-subtitle-en.srt	4.7 KB
187 Natural Language Processing in Python - Step 6.mp4	6.8 MB
188 Natural Language Processing in Python - Step 7-subtitle-en.srt	10.4 KB
188 Natural Language Processing in Python - Step 7.mp4	17.9 MB
189 Natural Language Processing in Python - Step 8-subtitle-en.srt	25.3 KB
189 Natural Language Processing in Python - Step 8.mp4	41.4 MB
190 Natural Language Processing in Python - Step 9-subtitle-en.srt	8.8 KB
190 Natural Language Processing in Python - Step 9.mp4	14.7 MB
191 Natural Language Processing in Python - Step 10-subtitle-en.srt	15.3 KB
191 Natural Language Processing in Python - Step 10.mp4	25.3 MB
192 Homework Challenge.html	2.5 KB
193 Natural Language Processing in R - Step 1-subtitle-en.srt	25.5 KB
193 Natural Language Processing in R - Step 1.mp4	42.3 MB
194 Natural Language Processing in R - Step 2-subtitle-en.srt	13.7 KB
194 Natural Language Processing in R - Step 2.mp4	18.3 MB
195 Natural Language Processing in R - Step 3-subtitle-en.srt	10.8 KB
195 Natural Language Processing in R - Step 3.mp4	14.2 MB
196 Natural Language Processing in R - Step 4-subtitle-en.srt	4.8 KB
196 Natural Language Processing in R - Step 4.mp4	6.8 MB
197 Natural Language Processing in R - Step 5-subtitle-en.srt	3.5 KB
197 Natural Language Processing in R - Step 5.mp4	4.8 MB
198 Natural Language Processing in R - Step 6-subtitle-en.srt	8.9 KB
198 Natural Language Processing in R - Step 6.mp4	13.3 MB
199 Natural Language Processing in R - Step 7-subtitle-en.srt	5.7 KB
199 Natural Language Processing in R - Step 7.mp4	7.9 MB
200 Natural Language Processing in R - Step 8-subtitle-en.srt	8.5 KB
200 Natural Language Processing in R - Step 8.mp4	13.9 MB
201 Natural Language Processing in R - Step 9-subtitle-en.srt	20.8 KB
201 Natural Language Processing in R - Step 9.mp4	30.4 MB
202 Natural Language Processing in R - Step 10-subtitle-en.srt	28.0 KB
202 Natural Language Processing in R - Step 10.mp4	43.2 MB
203 Homework Challenge.html	2.6 KB
/.../30 -------------------- Part 8_ Deep Learning --------------------/
204 Welcome to Part 8 - Deep Learning.html	2.0 KB
205 What is Deep Learning_-subtitle-en.srt	19.3 KB
205 What is Deep Learning_.mp4	32.8 MB
/.../31 Artificial Neural Networks/
206 Plan of attack-subtitle-en.srt	4.2 KB
206 Plan of attack.mp4	5.0 MB
207 The Neuron-subtitle-en.srt	26.6 KB
207 The Neuron.mp4	31.3 MB
208 The Activation Function-subtitle-en.srt	12.8 KB
208 The Activation Function.mp4	15.5 MB
209 How do Neural Networks work_-subtitle-en.srt	20.3 KB
209 How do Neural Networks work_.mp4	24.7 MB
210 How do Neural Networks learn_-subtitle-en.srt	20.1 KB
210 How do Neural Networks learn_.mp4	27.8 MB
211 Gradient Descent-subtitle-en.srt	14.9 KB
211 Gradient Descent.mp4	19.4 MB
212 Stochastic Gradient Descent-subtitle-en.srt	12.9 KB
212 Stochastic Gradient Descent.mp4	17.6 MB
213 Backpropagation-subtitle-en.srt	7.5 KB
213 Backpropagation.mp4	11.5 MB
214 How to get the dataset-subtitle-en.srt	5.1 KB
214 How to get the dataset.mp4	12.3 MB
215 Business Problem Description-subtitle-en.srt	7.7 KB
215 Business Problem Description.mp4	17.2 MB
216 ANN in Python - Step 1 - Installing Theano_ Tensorflow and Keras-subtitle-en.srt	21.3 KB
216 ANN in Python - Step 1 - Installing Theano_ Tensorflow and Keras.mp4	30.7 MB
217 ANN in Python - Step 2-subtitle-en.srt	30.9 KB
217 ANN in Python - Step 2.mp4	50.4 MB
218 ANN in Python - Step 3-subtitle-en.srt	5.3 KB
218 ANN in Python - Step 3.mp4	8.8 MB
219 ANN in Python - Step 4-subtitle-en.srt	4.0 KB
219 ANN in Python - Step 4.mp4	6.2 MB
220 ANN in Python - Step 5-subtitle-en.srt	20.7 KB
220 ANN in Python - Step 5.mp4	31.0 MB
221 ANN in Python - Step 6-subtitle-en.srt	4.6 KB
221 ANN in Python - Step 6.mp4	7.4 MB
222 ANN in Python - Step 7-subtitle-en.srt	5.8 KB
222 ANN in Python - Step 7.mp4	9.4 MB
223 ANN in Python - Step 8-subtitle-en.srt	11.8 KB
223 ANN in Python - Step 8.mp4	19.0 MB
224 ANN in Python - Step 9-subtitle-en.srt	10.1 KB
224 ANN in Python - Step 9.mp4	17.7 MB
225 ANN in Python - Step 10-subtitle-en.srt	11.0 KB
225 ANN in Python - Step 10.mp4	17.9 MB
226 ANN in R - Step 1-subtitle-en.srt	28.6 KB
226 ANN in R - Step 1.mp4	40.4 MB
227 ANN in R - Step 2-subtitle-en.srt	10.8 KB
227 ANN in R - Step 2.mp4	14.9 MB
228 ANN in R - Step 3-subtitle-en.srt	20.1 KB
228 ANN in R - Step 3.mp4	30.3 MB
229 ANN in R - Step 4 (Last step)-subtitle-en.srt	22.0 KB
229 ANN in R - Step 4 (Last step).mp4	35.1 MB
/.../32 Convolutional Neural Networks/
230 Plan of attack-subtitle-en.srt	5.6 KB
230 Plan of attack.mp4	6.2 MB
231 What are convolutional neural networks_-subtitle-en.srt	23.4 KB
231 What are convolutional neural networks_.mp4	30.9 MB
232 Step 1 - Convolution Operation-subtitle-en.srt	24.7 KB
232 Step 1 - Convolution Operation.mp4	32.5 MB
233 Step 1(b) - ReLU Layer-subtitle-en.srt	9.8 KB
233 Step 1(b) - ReLU Layer.mp4	14.8 MB
234 Step 2 - Pooling-subtitle-en.srt	22.4 KB
234 Step 2 - Pooling.mp4	42.2 MB
235 Step 3 - Flattening-subtitle-en.srt	2.7 KB
235 Step 3 - Flattening.mp4	3.4 MB
236 Step 4 - Full Connection-subtitle-en.srt	30.3 KB
236 Step 4 - Full Connection.mp4	44.8 MB
237 Summary-subtitle-en.srt	6.4 KB
237 Summary.mp4	8.3 MB
238 Softmax & Cross-Entropy-subtitle-en.srt	26.8 KB
238 Softmax & Cross-Entropy.mp4	34.8 MB
239 How to get the dataset-subtitle-en.srt	5.1 KB
239 How to get the dataset.mp4	12.3 MB
240 CNN in Python - Step 1-subtitle-en.srt	19.5 KB
240 CNN in Python - Step 1.mp4	26.1 MB
241 CNN in Python - Step 2-subtitle-en.srt	4.7 KB
241 CNN in Python - Step 2.mp4	6.1 MB
242 CNN in Python - Step 3-subtitle-en.srt	1.8 KB
242 CNN in Python - Step 3.mp4	2.3 MB
243 CNN in Python - Step 4-subtitle-en.srt	20.5 KB
243 CNN in Python - Step 4.mp4	28.5 MB
244 CNN in Python - Step 5-subtitle-en.srt	8.0 KB
244 CNN in Python - Step 5.mp4	10.4 MB
245 CNN in Python - Step 6-subtitle-en.srt	8.1 KB
245 CNN in Python - Step 6.mp4	10.2 MB
246 CNN in Python - Step 7-subtitle-en.srt	9.7 KB
246 CNN in Python - Step 7.mp4	13.6 MB
247 CNN in Python - Step 8-subtitle-en.srt	4.9 KB
247 CNN in Python - Step 8.mp4	7.1 MB
248 CNN in Python - Step 9-subtitle-en.srt	31.3 KB
248 CNN in Python - Step 9.mp4	49.1 MB
249 CNN in Python - Step 10-subtitle-en.srt	13.8 KB
249 CNN in Python - Step 10.mp4	21.6 MB
250 CNN in R.html	3.5 KB
/.../33 -------------------- Part 9_ Dimensionality Reduction --------------------/
251 Welcome to Part 9 - Dimensionality Reduction.html	2.4 KB
/.../34 Principal Component Analysis (PCA)/
252 How to get the dataset-subtitle-en.srt	5.1 KB
252 How to get the dataset.mp4	12.3 MB
253 PCA in Python - Step 1-subtitle-en.srt	18.8 KB
253 PCA in Python - Step 1.mp4	33.5 MB
254 PCA in Python - Step 2-subtitle-en.srt	12.6 KB
254 PCA in Python - Step 2.mp4	23.1 MB
255 PCA in Python - Step 3-subtitle-en.srt	15.7 KB
255 PCA in Python - Step 3.mp4	26.7 MB
256 PCA in R - Step 1-subtitle-en.srt	19.9 KB
256 PCA in R - Step 1.mp4	32.1 MB
257 PCA in R - Step 2-subtitle-en.srt	18.0 KB
257 PCA in R - Step 2.mp4	30.4 MB
258 PCA in R - Step 3-subtitle-en.srt	21.0 KB
258 PCA in R - Step 3.mp4	38.5 MB
/.../35 Linear Discriminant Analysis (LDA)/
259 How to get the dataset-subtitle-en.srt	5.1 KB
259 How to get the dataset.mp4	12.3 MB
260 LDA in Python-subtitle-en.srt	28.2 KB
260 LDA in Python.mp4	47.6 MB
261 LDA in R-subtitle-en.srt	31.6 KB
261 LDA in R.mp4	53.8 MB
/.../37 -------------------- Part 10_ Model Selection & Boosting --------------------/
265 Welcome to Part 10 - Model Selection & Boosting.html	2.1 KB
/.../38 Model Selection/
266 How to get the dataset-subtitle-en.srt	5.1 KB
266 How to get the dataset.mp4	12.3 MB
267 k-Fold Cross Validation in Python-subtitle-en.srt	21.5 KB
267 k-Fold Cross Validation in Python.mp4	34.4 MB
268 k-Fold Cross Validation in R-subtitle-en.srt	29.7 KB
268 k-Fold Cross Validation in R.mp4	45.8 MB
269 Grid Search in Python - Step 1-subtitle-en.srt	23.4 KB
269 Grid Search in Python - Step 1.mp4	40.1 MB
270 Grid Search in Python - Step 2-subtitle-en.srt	16.3 KB
270 Grid Search in Python - Step 2.mp4	30.9 MB
271 Grid Search in R-subtitle-en.srt	22.3 KB
271 Grid Search in R.mp4	37.3 MB
/39 XGBoost/
272 How to get the dataset-subtitle-en.srt	5.1 KB
272 How to get the dataset.mp4	12.3 MB
273 XGBoost in Python - Step 1-subtitle-en.srt	14.5 KB
273 XGBoost in Python - Step 1.mp4	22.4 MB
274 XGBoost in Python - Step 2-subtitle-en.srt	20.1 KB
274 XGBoost in Python - Step 2.mp4	33.5 MB
275 XGBoost in R-subtitle-en.srt	27.7 KB
275 XGBoost in R.mp4	49.6 MB
/.../40 Bonus Lectures/
276 ___YOUR SPECIAL BONUS___.html	5.9 KB
/[Tutsgalaxy.com] - Machine Learning A-Z™ Hands-On Python & R In Data Science/
TutsGalaxy.com.txt	0.0 KB
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