[FreeTutorials.Us] machinelearning

001 Applications of Machine Learning.mp4

[FreeTutorials.Us] machinelearning/01 Welcome to the course/001 Applications of Machine Learning.mp4

002 Why Machine Learning is the Future.mp4

[FreeTutorials.Us] machinelearning/01 Welcome to the course/002 Why Machine Learning is the Future.mp4

003 Installing R and R Studio MAC Windows.mp4

[FreeTutorials.Us] machinelearning/01 Welcome to the course/003 Installing R and R Studio MAC Windows.mp4

004 Installing Python and Anaconda MAC Windows.mp4

[FreeTutorials.Us] machinelearning/01 Welcome to the course/004 Installing Python and Anaconda MAC Windows.mp4

005 BONUS Meet your instructors.html

[FreeTutorials.Us] machinelearning/01 Welcome to the course/005 BONUS Meet your instructors.html

006 Welcome to Part 1 - Data Preprocessing.mp4

[FreeTutorials.Us] machinelearning/02 -------------------------- Part 1 Data Preprocessing --------------------------/006 Welcome to Part 1 - Data Preprocessing.mp4

007 Get the dataset.mp4

[FreeTutorials.Us] machinelearning/02 -------------------------- Part 1 Data Preprocessing --------------------------/007 Get the dataset.mp4

008 Importing the Libraries.mp4

[FreeTutorials.Us] machinelearning/02 -------------------------- Part 1 Data Preprocessing --------------------------/008 Importing the Libraries.mp4

009 Importing the Dataset.mp4

[FreeTutorials.Us] machinelearning/02 -------------------------- Part 1 Data Preprocessing --------------------------/009 Importing the Dataset.mp4

010 For Python learners summary of Object-oriented programming classes objects.html

[FreeTutorials.Us] machinelearning/02 -------------------------- Part 1 Data Preprocessing --------------------------/010 For Python learners summary of Object-oriented programming classes objects.html

011 Missing Data.mp4

[FreeTutorials.Us] machinelearning/02 -------------------------- Part 1 Data Preprocessing --------------------------/011 Missing Data.mp4

012 Categorical Data.mp4

[FreeTutorials.Us] machinelearning/02 -------------------------- Part 1 Data Preprocessing --------------------------/012 Categorical Data.mp4

013 Splitting the Dataset into the Training set and Test set.mp4

[FreeTutorials.Us] machinelearning/02 -------------------------- Part 1 Data Preprocessing --------------------------/013 Splitting the Dataset into the Training set and Test set.mp4

014 Feature Scaling.mp4

[FreeTutorials.Us] machinelearning/02 -------------------------- Part 1 Data Preprocessing --------------------------/014 Feature Scaling.mp4

015 And here is our Data Preprocessing Template.mp4

[FreeTutorials.Us] machinelearning/02 -------------------------- Part 1 Data Preprocessing --------------------------/015 And here is our Data Preprocessing Template.mp4

016 Welcome to Part 2 - Regression.html

[FreeTutorials.Us] machinelearning/03 ------------------------------ Part 2 Regression ------------------------------/016 Welcome to Part 2 - Regression.html

017 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/04 Simple Linear Regression/017 How to get the dataset.mp4

018 Dataset Business Problem Description.mp4

[FreeTutorials.Us] machinelearning/04 Simple Linear Regression/018 Dataset Business Problem Description.mp4

019 Simple Linear Regression Intuition - Step 1.mp4

[FreeTutorials.Us] machinelearning/04 Simple Linear Regression/019 Simple Linear Regression Intuition - Step 1.mp4

020 Simple Linear Regression Intuition - Step 2.mp4

[FreeTutorials.Us] machinelearning/04 Simple Linear Regression/020 Simple Linear Regression Intuition - Step 2.mp4

021 Simple Linear Regression in Python - Step 1.mp4

[FreeTutorials.Us] machinelearning/04 Simple Linear Regression/021 Simple Linear Regression in Python - Step 1.mp4

022 Simple Linear Regression in Python - Step 2.mp4

[FreeTutorials.Us] machinelearning/04 Simple Linear Regression/022 Simple Linear Regression in Python - Step 2.mp4

023 Simple Linear Regression in Python - Step 3.mp4

[FreeTutorials.Us] machinelearning/04 Simple Linear Regression/023 Simple Linear Regression in Python - Step 3.mp4

024 Simple Linear Regression in Python - Step 4.mp4

[FreeTutorials.Us] machinelearning/04 Simple Linear Regression/024 Simple Linear Regression in Python - Step 4.mp4

025 Simple Linear Regression in R - Step 1.mp4

[FreeTutorials.Us] machinelearning/04 Simple Linear Regression/025 Simple Linear Regression in R - Step 1.mp4

026 Simple Linear Regression in R - Step 2.mp4

[FreeTutorials.Us] machinelearning/04 Simple Linear Regression/026 Simple Linear Regression in R - Step 2.mp4

027 Simple Linear Regression in R - Step 3.mp4

[FreeTutorials.Us] machinelearning/04 Simple Linear Regression/027 Simple Linear Regression in R - Step 3.mp4

028 Simple Linear Regression in R - Step 4.mp4

[FreeTutorials.Us] machinelearning/04 Simple Linear Regression/028 Simple Linear Regression in R - Step 4.mp4

029 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/05 Multiple Linear Regression/029 How to get the dataset.mp4

030 Dataset Business Problem Description.mp4

[FreeTutorials.Us] machinelearning/05 Multiple Linear Regression/030 Dataset Business Problem Description.mp4

031 Multiple Linear Regression Intuition - Step 1.mp4

[FreeTutorials.Us] machinelearning/05 Multiple Linear Regression/031 Multiple Linear Regression Intuition - Step 1.mp4

032 Multiple Linear Regression Intuition - Step 2.mp4

[FreeTutorials.Us] machinelearning/05 Multiple Linear Regression/032 Multiple Linear Regression Intuition - Step 2.mp4

033 Multiple Linear Regression Intuition - Step 3.mp4

[FreeTutorials.Us] machinelearning/05 Multiple Linear Regression/033 Multiple Linear Regression Intuition - Step 3.mp4

034 Multiple Linear Regression Intuition - Step 4.mp4

[FreeTutorials.Us] machinelearning/05 Multiple Linear Regression/034 Multiple Linear Regression Intuition - Step 4.mp4

035 Multiple Linear Regression Intuition - Step 5.mp4

[FreeTutorials.Us] machinelearning/05 Multiple Linear Regression/035 Multiple Linear Regression Intuition - Step 5.mp4

036 Multiple Linear Regression in Python - Step 1.mp4

[FreeTutorials.Us] machinelearning/05 Multiple Linear Regression/036 Multiple Linear Regression in Python - Step 1.mp4

037 Multiple Linear Regression in Python - Step 2.mp4

[FreeTutorials.Us] machinelearning/05 Multiple Linear Regression/037 Multiple Linear Regression in Python - Step 2.mp4

038 Multiple Linear Regression in Python - Step 3.mp4

[FreeTutorials.Us] machinelearning/05 Multiple Linear Regression/038 Multiple Linear Regression in Python - Step 3.mp4

039 Multiple Linear Regression in Python - Backward Elimination - Preparation.mp4

[FreeTutorials.Us] machinelearning/05 Multiple Linear Regression/039 Multiple Linear Regression in Python - Backward Elimination - Preparation.mp4

040 Multiple Linear Regression in Python - Backward Elimination - HOMEWORK.mp4

[FreeTutorials.Us] machinelearning/05 Multiple Linear Regression/040 Multiple Linear Regression in Python - Backward Elimination - HOMEWORK.mp4

041 Multiple Linear Regression in Python - Backward Elimination - Homework Solution.mp4

[FreeTutorials.Us] machinelearning/05 Multiple Linear Regression/041 Multiple Linear Regression in Python - Backward Elimination - Homework Solution.mp4

042 Multiple Linear Regression in R - Step 1.mp4

[FreeTutorials.Us] machinelearning/05 Multiple Linear Regression/042 Multiple Linear Regression in R - Step 1.mp4

043 Multiple Linear Regression in R - Step 2.mp4

[FreeTutorials.Us] machinelearning/05 Multiple Linear Regression/043 Multiple Linear Regression in R - Step 2.mp4

044 Multiple Linear Regression in R - Step 3.mp4

[FreeTutorials.Us] machinelearning/05 Multiple Linear Regression/044 Multiple Linear Regression in R - Step 3.mp4

045 Multiple Linear Regression in R - Backward Elimination - HOMEWORK.mp4

[FreeTutorials.Us] machinelearning/05 Multiple Linear Regression/045 Multiple Linear Regression in R - Backward Elimination - HOMEWORK.mp4

046 Multiple Linear Regression in R - Backward Elimination - Homework Solution.mp4

[FreeTutorials.Us] machinelearning/05 Multiple Linear Regression/046 Multiple Linear Regression in R - Backward Elimination - Homework Solution.mp4

047 Polynomial Regression Intuition.mp4

[FreeTutorials.Us] machinelearning/06 Polynomial Regression/047 Polynomial Regression Intuition.mp4

048 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/06 Polynomial Regression/048 How to get the dataset.mp4

049 Polynomial Regression in Python - Step 1.mp4

[FreeTutorials.Us] machinelearning/06 Polynomial Regression/049 Polynomial Regression in Python - Step 1.mp4

050 Polynomial Regression in Python - Step 2.mp4

[FreeTutorials.Us] machinelearning/06 Polynomial Regression/050 Polynomial Regression in Python - Step 2.mp4

051 Polynomial Regression in Python - Step 3.mp4

[FreeTutorials.Us] machinelearning/06 Polynomial Regression/051 Polynomial Regression in Python - Step 3.mp4

052 Polynomial Regression in Python - Step 4.mp4

[FreeTutorials.Us] machinelearning/06 Polynomial Regression/052 Polynomial Regression in Python - Step 4.mp4

053 Python Regression Template.mp4

[FreeTutorials.Us] machinelearning/06 Polynomial Regression/053 Python Regression Template.mp4

054 Polynomial Regression in R - Step 1.mp4

[FreeTutorials.Us] machinelearning/06 Polynomial Regression/054 Polynomial Regression in R - Step 1.mp4

055 Polynomial Regression in R - Step 2.mp4

[FreeTutorials.Us] machinelearning/06 Polynomial Regression/055 Polynomial Regression in R - Step 2.mp4

056 Polynomial Regression in R - Step 3.mp4

[FreeTutorials.Us] machinelearning/06 Polynomial Regression/056 Polynomial Regression in R - Step 3.mp4

057 Polynomial Regression in R - Step 4.mp4

[FreeTutorials.Us] machinelearning/06 Polynomial Regression/057 Polynomial Regression in R - Step 4.mp4

058 R Regression Template.mp4

[FreeTutorials.Us] machinelearning/06 Polynomial Regression/058 R Regression Template.mp4

059 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/07 Support Vector Regression SVR/059 How to get the dataset.mp4

060 SVR in Python.mp4

[FreeTutorials.Us] machinelearning/07 Support Vector Regression SVR/060 SVR in Python.mp4

061 SVR in R.mp4

[FreeTutorials.Us] machinelearning/07 Support Vector Regression SVR/061 SVR in R.mp4

062 Decision Tree Regression Intuition.mp4

[FreeTutorials.Us] machinelearning/08 Decision Tree Regression/062 Decision Tree Regression Intuition.mp4

063 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/08 Decision Tree Regression/063 How to get the dataset.mp4

064 Decision Tree Regression in Python.mp4

[FreeTutorials.Us] machinelearning/08 Decision Tree Regression/064 Decision Tree Regression in Python.mp4

065 Decision Tree Regression in R.mp4

[FreeTutorials.Us] machinelearning/08 Decision Tree Regression/065 Decision Tree Regression in R.mp4

066 Random Forest Regression Intuition.mp4

[FreeTutorials.Us] machinelearning/09 Random Forest Regression/066 Random Forest Regression Intuition.mp4

067 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/09 Random Forest Regression/067 How to get the dataset.mp4

068 Random Forest Regression in Python.mp4

[FreeTutorials.Us] machinelearning/09 Random Forest Regression/068 Random Forest Regression in Python.mp4

069 Random Forest Regression in R.mp4

[FreeTutorials.Us] machinelearning/09 Random Forest Regression/069 Random Forest Regression in R.mp4

070 R-Squared Intuition.mp4

[FreeTutorials.Us] machinelearning/10 Evaluating Regression Models Performance/070 R-Squared Intuition.mp4

071 Adjusted R-Squared Intuition.mp4

[FreeTutorials.Us] machinelearning/10 Evaluating Regression Models Performance/071 Adjusted R-Squared Intuition.mp4

072 Evaluating Regression Models Performance - Homeworks Final Part.mp4

[FreeTutorials.Us] machinelearning/10 Evaluating Regression Models Performance/072 Evaluating Regression Models Performance - Homeworks Final Part.mp4

073 Interpreting Linear Regression Coefficients.mp4

[FreeTutorials.Us] machinelearning/10 Evaluating Regression Models Performance/073 Interpreting Linear Regression Coefficients.mp4

074 Conclusion of Part 2 - Regression.html

[FreeTutorials.Us] machinelearning/10 Evaluating Regression Models Performance/074 Conclusion of Part 2 - Regression.html

075 Welcome to Part 3 - Classification.html

[FreeTutorials.Us] machinelearning/11 ---------------------------- Part 3 Classification ----------------------------/075 Welcome to Part 3 - Classification.html

076 Logistic Regression Intuition.mp4

[FreeTutorials.Us] machinelearning/12 Logistic Regression/076 Logistic Regression Intuition.mp4

077 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/12 Logistic Regression/077 How to get the dataset.mp4

078 Logistic Regression in Python - Step 1.mp4

[FreeTutorials.Us] machinelearning/12 Logistic Regression/078 Logistic Regression in Python - Step 1.mp4

079 Logistic Regression in Python - Step 2.mp4

[FreeTutorials.Us] machinelearning/12 Logistic Regression/079 Logistic Regression in Python - Step 2.mp4

080 Logistic Regression in Python - Step 3.mp4

[FreeTutorials.Us] machinelearning/12 Logistic Regression/080 Logistic Regression in Python - Step 3.mp4

081 Logistic Regression in Python - Step 4.mp4

[FreeTutorials.Us] machinelearning/12 Logistic Regression/081 Logistic Regression in Python - Step 4.mp4

082 Logistic Regression in Python - Step 5.mp4

[FreeTutorials.Us] machinelearning/12 Logistic Regression/082 Logistic Regression in Python - Step 5.mp4

083 Python Classification Template.mp4

[FreeTutorials.Us] machinelearning/12 Logistic Regression/083 Python Classification Template.mp4

084 Logistic Regression in R - Step 1.mp4

[FreeTutorials.Us] machinelearning/12 Logistic Regression/084 Logistic Regression in R - Step 1.mp4

085 Logistic Regression in R - Step 2.mp4

[FreeTutorials.Us] machinelearning/12 Logistic Regression/085 Logistic Regression in R - Step 2.mp4

086 Logistic Regression in R - Step 3.mp4

[FreeTutorials.Us] machinelearning/12 Logistic Regression/086 Logistic Regression in R - Step 3.mp4

087 Logistic Regression in R - Step 4.mp4

[FreeTutorials.Us] machinelearning/12 Logistic Regression/087 Logistic Regression in R - Step 4.mp4

088 Logistic Regression in R - Step 5.mp4

[FreeTutorials.Us] machinelearning/12 Logistic Regression/088 Logistic Regression in R - Step 5.mp4

089 R Classification Template.mp4

[FreeTutorials.Us] machinelearning/12 Logistic Regression/089 R Classification Template.mp4

090 K-Nearest Neighbor Intuition.mp4

[FreeTutorials.Us] machinelearning/13 K-Nearest Neighbors K-NN/090 K-Nearest Neighbor Intuition.mp4

091 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/13 K-Nearest Neighbors K-NN/091 How to get the dataset.mp4

092 K-NN in Python.mp4

[FreeTutorials.Us] machinelearning/13 K-Nearest Neighbors K-NN/092 K-NN in Python.mp4

093 K-NN in R.mp4

[FreeTutorials.Us] machinelearning/13 K-Nearest Neighbors K-NN/093 K-NN in R.mp4

094 SVM Intuition.mp4

[FreeTutorials.Us] machinelearning/14 Support Vector Machine SVM/094 SVM Intuition.mp4

095 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/14 Support Vector Machine SVM/095 How to get the dataset.mp4

096 SVM in Python.mp4

[FreeTutorials.Us] machinelearning/14 Support Vector Machine SVM/096 SVM in Python.mp4

097 SVM in R.mp4

[FreeTutorials.Us] machinelearning/14 Support Vector Machine SVM/097 SVM in R.mp4

098 Kernel SVM Intuition.mp4

[FreeTutorials.Us] machinelearning/15 Kernel SVM/098 Kernel SVM Intuition.mp4

099 Mapping to a higher dimension.mp4

[FreeTutorials.Us] machinelearning/15 Kernel SVM/099 Mapping to a higher dimension.mp4

100 The Kernel Trick.mp4

[FreeTutorials.Us] machinelearning/15 Kernel SVM/100 The Kernel Trick.mp4

101 Types of Kernel Functions.mp4

[FreeTutorials.Us] machinelearning/15 Kernel SVM/101 Types of Kernel Functions.mp4

102 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/15 Kernel SVM/102 How to get the dataset.mp4

103 Kernel SVM in Python.mp4

[FreeTutorials.Us] machinelearning/15 Kernel SVM/103 Kernel SVM in Python.mp4

104 Kernel SVM in R.mp4

[FreeTutorials.Us] machinelearning/15 Kernel SVM/104 Kernel SVM in R.mp4

105 Bayes Theorem.mp4

[FreeTutorials.Us] machinelearning/16 Naive Bayes/105 Bayes Theorem.mp4

106 Naive Bayes Intuition.mp4

[FreeTutorials.Us] machinelearning/16 Naive Bayes/106 Naive Bayes Intuition.mp4

107 Naive Bayes Intuition Challenge Reveal.mp4

[FreeTutorials.Us] machinelearning/16 Naive Bayes/107 Naive Bayes Intuition Challenge Reveal.mp4

108 Naive Bayes Intuition Extras.mp4

[FreeTutorials.Us] machinelearning/16 Naive Bayes/108 Naive Bayes Intuition Extras.mp4

109 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/16 Naive Bayes/109 How to get the dataset.mp4

110 Naive Bayes in Python.mp4

[FreeTutorials.Us] machinelearning/16 Naive Bayes/110 Naive Bayes in Python.mp4

111 Naive Bayes in R.mp4

[FreeTutorials.Us] machinelearning/16 Naive Bayes/111 Naive Bayes in R.mp4

112 Decision Tree Classification Intuition.mp4

[FreeTutorials.Us] machinelearning/17 Decision Tree Classification/112 Decision Tree Classification Intuition.mp4

113 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/17 Decision Tree Classification/113 How to get the dataset.mp4

114 Decision Tree Classification in Python.mp4

[FreeTutorials.Us] machinelearning/17 Decision Tree Classification/114 Decision Tree Classification in Python.mp4

115 Decision Tree Classification in R.mp4

[FreeTutorials.Us] machinelearning/17 Decision Tree Classification/115 Decision Tree Classification in R.mp4

116 Random Forest Classification Intuition.mp4

[FreeTutorials.Us] machinelearning/18 Random Forest Classification/116 Random Forest Classification Intuition.mp4

117 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/18 Random Forest Classification/117 How to get the dataset.mp4

118 Random Forest Classification in Python.mp4

[FreeTutorials.Us] machinelearning/18 Random Forest Classification/118 Random Forest Classification in Python.mp4

119 Random Forest Classification in R.mp4

[FreeTutorials.Us] machinelearning/18 Random Forest Classification/119 Random Forest Classification in R.mp4

120 False Positives False Negatives.mp4

[FreeTutorials.Us] machinelearning/19 Evaluating Classification Models Performance/120 False Positives False Negatives.mp4

121 Confusion Matrix.mp4

[FreeTutorials.Us] machinelearning/19 Evaluating Classification Models Performance/121 Confusion Matrix.mp4

122 Accuracy Paradox.mp4

[FreeTutorials.Us] machinelearning/19 Evaluating Classification Models Performance/122 Accuracy Paradox.mp4

123 CAP Curve.mp4

[FreeTutorials.Us] machinelearning/19 Evaluating Classification Models Performance/123 CAP Curve.mp4

124 CAP Curve Analysis.mp4

[FreeTutorials.Us] machinelearning/19 Evaluating Classification Models Performance/124 CAP Curve Analysis.mp4

125 Conclusion of Part 3 - Classification.html

[FreeTutorials.Us] machinelearning/19 Evaluating Classification Models Performance/125 Conclusion of Part 3 - Classification.html

126 Welcome to Part 4 - Clustering.html

[FreeTutorials.Us] machinelearning/20 ---------------------------- Part 4 Clustering ----------------------------/126 Welcome to Part 4 - Clustering.html

127 K-Means Clustering Intuition.mp4

[FreeTutorials.Us] machinelearning/21 K-Means Clustering/127 K-Means Clustering Intuition.mp4

128 K-Means Random Initialization Trap.mp4

[FreeTutorials.Us] machinelearning/21 K-Means Clustering/128 K-Means Random Initialization Trap.mp4

129 K-Means Selecting The Number Of Clusters.mp4

[FreeTutorials.Us] machinelearning/21 K-Means Clustering/129 K-Means Selecting The Number Of Clusters.mp4

130 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/21 K-Means Clustering/130 How to get the dataset.mp4

131 K-Means Clustering in Python.mp4

[FreeTutorials.Us] machinelearning/21 K-Means Clustering/131 K-Means Clustering in Python.mp4

132 K-Means Clustering in R.mp4

[FreeTutorials.Us] machinelearning/21 K-Means Clustering/132 K-Means Clustering in R.mp4

133 Hierarchical Clustering Intuition.mp4

[FreeTutorials.Us] machinelearning/22 Hierarchical Clustering/133 Hierarchical Clustering Intuition.mp4

134 Hierarchical Clustering How Dendrograms Work.mp4

[FreeTutorials.Us] machinelearning/22 Hierarchical Clustering/134 Hierarchical Clustering How Dendrograms Work.mp4

135 Hierarchical Clustering Using Dendrograms.mp4

[FreeTutorials.Us] machinelearning/22 Hierarchical Clustering/135 Hierarchical Clustering Using Dendrograms.mp4

136 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/22 Hierarchical Clustering/136 How to get the dataset.mp4

137 HC in Python - Step 1.mp4

[FreeTutorials.Us] machinelearning/22 Hierarchical Clustering/137 HC in Python - Step 1.mp4

138 HC in Python - Step 2.mp4

[FreeTutorials.Us] machinelearning/22 Hierarchical Clustering/138 HC in Python - Step 2.mp4

139 HC in Python - Step 3.mp4

[FreeTutorials.Us] machinelearning/22 Hierarchical Clustering/139 HC in Python - Step 3.mp4

140 HC in Python - Step 4.mp4

[FreeTutorials.Us] machinelearning/22 Hierarchical Clustering/140 HC in Python - Step 4.mp4

141 HC in Python - Step 5.mp4

[FreeTutorials.Us] machinelearning/22 Hierarchical Clustering/141 HC in Python - Step 5.mp4

142 HC in R - Step 1.mp4

[FreeTutorials.Us] machinelearning/22 Hierarchical Clustering/142 HC in R - Step 1.mp4

143 HC in R - Step 2.mp4

[FreeTutorials.Us] machinelearning/22 Hierarchical Clustering/143 HC in R - Step 2.mp4

144 HC in R - Step 3.mp4

[FreeTutorials.Us] machinelearning/22 Hierarchical Clustering/144 HC in R - Step 3.mp4

145 HC in R - Step 4.mp4

[FreeTutorials.Us] machinelearning/22 Hierarchical Clustering/145 HC in R - Step 4.mp4

146 HC in R - Step 5.mp4

[FreeTutorials.Us] machinelearning/22 Hierarchical Clustering/146 HC in R - Step 5.mp4

147 Conclusion of Part 4 - Clustering.html

[FreeTutorials.Us] machinelearning/22 Hierarchical Clustering/147 Conclusion of Part 4 - Clustering.html

148 Welcome to Part 5 - Association Rule Learning.html

[FreeTutorials.Us] machinelearning/23 ---------------------- Part 5 Association Rule Learning ----------------------/148 Welcome to Part 5 - Association Rule Learning.html

149 Apriori Intuition.mp4

[FreeTutorials.Us] machinelearning/24 Apriori/149 Apriori Intuition.mp4

150 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/24 Apriori/150 How to get the dataset.mp4

151 Apriori in R - Step 1.mp4

[FreeTutorials.Us] machinelearning/24 Apriori/151 Apriori in R - Step 1.mp4

152 Apriori in R - Step 2.mp4

[FreeTutorials.Us] machinelearning/24 Apriori/152 Apriori in R - Step 2.mp4

153 Apriori in R - Step 3.mp4

[FreeTutorials.Us] machinelearning/24 Apriori/153 Apriori in R - Step 3.mp4

154 Apriori in Python - Step 1.mp4

[FreeTutorials.Us] machinelearning/24 Apriori/154 Apriori in Python - Step 1.mp4

155 Apriori in Python - Step 2.mp4

[FreeTutorials.Us] machinelearning/24 Apriori/155 Apriori in Python - Step 2.mp4

156 Apriori in Python - Step 3.mp4

[FreeTutorials.Us] machinelearning/24 Apriori/156 Apriori in Python - Step 3.mp4

157 Eclat Intuition.mp4

[FreeTutorials.Us] machinelearning/25 Eclat/157 Eclat Intuition.mp4

158 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/25 Eclat/158 How to get the dataset.mp4

159 Eclat in R.mp4

[FreeTutorials.Us] machinelearning/25 Eclat/159 Eclat in R.mp4

160 Welcome to Part 6 - Reinforcement Learning.html

[FreeTutorials.Us] machinelearning/26 ------------------------ Part 6 Reinforcement Learning ------------------------/160 Welcome to Part 6 - Reinforcement Learning.html

161 The Multi-Armed Bandit Problem.mp4

[FreeTutorials.Us] machinelearning/27 Upper Confidence Bound UCB/161 The Multi-Armed Bandit Problem.mp4

162 Upper Confidence Bound UCB Intuition.mp4

[FreeTutorials.Us] machinelearning/27 Upper Confidence Bound UCB/162 Upper Confidence Bound UCB Intuition.mp4

163 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/27 Upper Confidence Bound UCB/163 How to get the dataset.mp4

164 Upper Confidence Bound in Python - Step 1.mp4

[FreeTutorials.Us] machinelearning/27 Upper Confidence Bound UCB/164 Upper Confidence Bound in Python - Step 1.mp4

165 Upper Confidence Bound in Python - Step 2.mp4

[FreeTutorials.Us] machinelearning/27 Upper Confidence Bound UCB/165 Upper Confidence Bound in Python - Step 2.mp4

166 Upper Confidence Bound in Python - Step 3.mp4

[FreeTutorials.Us] machinelearning/27 Upper Confidence Bound UCB/166 Upper Confidence Bound in Python - Step 3.mp4

167 Upper Confidence Bound in Python - Step 4.mp4

[FreeTutorials.Us] machinelearning/27 Upper Confidence Bound UCB/167 Upper Confidence Bound in Python - Step 4.mp4

168 Upper Confidence Bound in R - Step 1.mp4

[FreeTutorials.Us] machinelearning/27 Upper Confidence Bound UCB/168 Upper Confidence Bound in R - Step 1.mp4

169 Upper Confidence Bound in R - Step 2.mp4

[FreeTutorials.Us] machinelearning/27 Upper Confidence Bound UCB/169 Upper Confidence Bound in R - Step 2.mp4

170 Upper Confidence Bound in R - Step 3.mp4

[FreeTutorials.Us] machinelearning/27 Upper Confidence Bound UCB/170 Upper Confidence Bound in R - Step 3.mp4

171 Upper Confidence Bound in R - Step 4.mp4

[FreeTutorials.Us] machinelearning/27 Upper Confidence Bound UCB/171 Upper Confidence Bound in R - Step 4.mp4

172 Thompson Sampling Intuition.mp4

[FreeTutorials.Us] machinelearning/28 Thompson Sampling/172 Thompson Sampling Intuition.mp4

173 Algorithm Comparison UCB vs Thompson Sampling.mp4

[FreeTutorials.Us] machinelearning/28 Thompson Sampling/173 Algorithm Comparison UCB vs Thompson Sampling.mp4

174 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/28 Thompson Sampling/174 How to get the dataset.mp4

175 Thompson Sampling in Python - Step 1.mp4

[FreeTutorials.Us] machinelearning/28 Thompson Sampling/175 Thompson Sampling in Python - Step 1.mp4

176 Thompson Sampling in Python - Step 2.mp4

[FreeTutorials.Us] machinelearning/28 Thompson Sampling/176 Thompson Sampling in Python - Step 2.mp4

177 Thompson Sampling in R - Step 1.mp4

[FreeTutorials.Us] machinelearning/28 Thompson Sampling/177 Thompson Sampling in R - Step 1.mp4

178 Thompson Sampling in R - Step 2.mp4

[FreeTutorials.Us] machinelearning/28 Thompson Sampling/178 Thompson Sampling in R - Step 2.mp4

179 Welcome to Part 7 - Natural Language Processing.html

[FreeTutorials.Us] machinelearning/29 --------------------- Part 7 Natural Language Processing ---------------------/179 Welcome to Part 7 - Natural Language Processing.html

180 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/29 --------------------- Part 7 Natural Language Processing ---------------------/180 How to get the dataset.mp4

181 Natural Language Processing in Python - Step 1.mp4

[FreeTutorials.Us] machinelearning/29 --------------------- Part 7 Natural Language Processing ---------------------/181 Natural Language Processing in Python - Step 1.mp4

182 Natural Language Processing in Python - Step 2.mp4

[FreeTutorials.Us] machinelearning/29 --------------------- Part 7 Natural Language Processing ---------------------/182 Natural Language Processing in Python - Step 2.mp4

183 Natural Language Processing in Python - Step 3.mp4

[FreeTutorials.Us] machinelearning/29 --------------------- Part 7 Natural Language Processing ---------------------/183 Natural Language Processing in Python - Step 3.mp4

184 Natural Language Processing in Python - Step 4.mp4

[FreeTutorials.Us] machinelearning/29 --------------------- Part 7 Natural Language Processing ---------------------/184 Natural Language Processing in Python - Step 4.mp4

185 Natural Language Processing in Python - Step 5.mp4

[FreeTutorials.Us] machinelearning/29 --------------------- Part 7 Natural Language Processing ---------------------/185 Natural Language Processing in Python - Step 5.mp4

186 Natural Language Processing in Python - Step 6.mp4

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187 Natural Language Processing in Python - Step 7.mp4

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188 Natural Language Processing in Python - Step 8.mp4

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189 Natural Language Processing in Python - Step 9.mp4

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190 Natural Language Processing in Python - Step 10.mp4

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191 Homework Challenge.html

[FreeTutorials.Us] machinelearning/29 --------------------- Part 7 Natural Language Processing ---------------------/191 Homework Challenge.html

192 Natural Language Processing in R - Step 1.mp4

[FreeTutorials.Us] machinelearning/29 --------------------- Part 7 Natural Language Processing ---------------------/192 Natural Language Processing in R - Step 1.mp4

193 Natural Language Processing in R - Step 2.mp4

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194 Natural Language Processing in R - Step 3.mp4

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195 Natural Language Processing in R - Step 4.mp4

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196 Natural Language Processing in R - Step 5.mp4

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197 Natural Language Processing in R - Step 6.mp4

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198 Natural Language Processing in R - Step 7.mp4

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199 Natural Language Processing in R - Step 8.mp4

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200 Natural Language Processing in R - Step 9.mp4

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201 Natural Language Processing in R - Step 10.mp4

[FreeTutorials.Us] machinelearning/29 --------------------- Part 7 Natural Language Processing ---------------------/201 Natural Language Processing in R - Step 10.mp4

202 Homework Challenge.html

[FreeTutorials.Us] machinelearning/29 --------------------- Part 7 Natural Language Processing ---------------------/202 Homework Challenge.html

203 Welcome to Part 8 - Deep Learning.html

[FreeTutorials.Us] machinelearning/30 ---------------------------- Part 8 Deep Learning ----------------------------/203 Welcome to Part 8 - Deep Learning.html

204 What is Deep Learning.mp4

[FreeTutorials.Us] machinelearning/30 ---------------------------- Part 8 Deep Learning ----------------------------/204 What is Deep Learning.mp4

205 Plan of attack.mp4

[FreeTutorials.Us] machinelearning/31 Artificial Neural Networks/205 Plan of attack.mp4

206 The Neuron.mp4

[FreeTutorials.Us] machinelearning/31 Artificial Neural Networks/206 The Neuron.mp4

207 The Activation Function.mp4

[FreeTutorials.Us] machinelearning/31 Artificial Neural Networks/207 The Activation Function.mp4

208 How do Neural Networks work.mp4

[FreeTutorials.Us] machinelearning/31 Artificial Neural Networks/208 How do Neural Networks work.mp4

209 How do Neural Networks learn.mp4

[FreeTutorials.Us] machinelearning/31 Artificial Neural Networks/209 How do Neural Networks learn.mp4

210 Gradient Descent.mp4

[FreeTutorials.Us] machinelearning/31 Artificial Neural Networks/210 Gradient Descent.mp4

211 Stochastic Gradient Descent.mp4

[FreeTutorials.Us] machinelearning/31 Artificial Neural Networks/211 Stochastic Gradient Descent.mp4

212 Backpropagation.mp4

[FreeTutorials.Us] machinelearning/31 Artificial Neural Networks/212 Backpropagation.mp4

213 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/31 Artificial Neural Networks/213 How to get the dataset.mp4

214 Business Problem Description.mp4

[FreeTutorials.Us] machinelearning/31 Artificial Neural Networks/214 Business Problem Description.mp4

215 ANN in Python - Step 1 - Installing Theano Tensorflow and Keras.mp4

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216 ANN in Python - Step 2.mp4

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217 ANN in Python - Step 3.mp4

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218 ANN in Python - Step 4.mp4

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219 ANN in Python - Step 5.mp4

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220 ANN in Python - Step 6.mp4

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221 ANN in Python - Step 7.mp4

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222 ANN in Python - Step 8.mp4

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223 ANN in Python - Step 9.mp4

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224 ANN in Python - Step 10.mp4

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225 ANN in R - Step 1.mp4

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226 ANN in R - Step 2.mp4

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227 ANN in R - Step 3.mp4

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228 ANN in R - Step 4 Last step.mp4

[FreeTutorials.Us] machinelearning/31 Artificial Neural Networks/228 ANN in R - Step 4 Last step.mp4

229 Plan of attack.mp4

[FreeTutorials.Us] machinelearning/32 Convolutional Neural Networks/229 Plan of attack.mp4

230 What are convolutional neural networks.mp4

[FreeTutorials.Us] machinelearning/32 Convolutional Neural Networks/230 What are convolutional neural networks.mp4

231 Step 1 - Convolution Operation.mp4

[FreeTutorials.Us] machinelearning/32 Convolutional Neural Networks/231 Step 1 - Convolution Operation.mp4

232 Step 1b - ReLU Layer.mp4

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233 Step 2 - Pooling.mp4

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234 Step 3 - Flattening.mp4

[FreeTutorials.Us] machinelearning/32 Convolutional Neural Networks/234 Step 3 - Flattening.mp4

235 Step 4 - Full Connection.mp4

[FreeTutorials.Us] machinelearning/32 Convolutional Neural Networks/235 Step 4 - Full Connection.mp4

236 Summary.mp4

[FreeTutorials.Us] machinelearning/32 Convolutional Neural Networks/236 Summary.mp4

237 Softmax Cross-Entropy.mp4

[FreeTutorials.Us] machinelearning/32 Convolutional Neural Networks/237 Softmax Cross-Entropy.mp4

238 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/32 Convolutional Neural Networks/238 How to get the dataset.mp4

239 CNN in Python - Step 1.mp4

[FreeTutorials.Us] machinelearning/32 Convolutional Neural Networks/239 CNN in Python - Step 1.mp4

240 CNN in Python - Step 2.mp4

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241 CNN in Python - Step 3.mp4

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242 CNN in Python - Step 4.mp4

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243 CNN in Python - Step 5.mp4

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244 CNN in Python - Step 6.mp4

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245 CNN in Python - Step 7.mp4

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246 CNN in Python - Step 8.mp4

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247 CNN in Python - Step 9.mp4

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248 CNN in Python - Step 10.mp4

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249 CNN in R.html

[FreeTutorials.Us] machinelearning/32 Convolutional Neural Networks/249 CNN in R.html

250 Welcome to Part 9 - Dimensionality Reduction.html

[FreeTutorials.Us] machinelearning/33 ----------------------- Part 9 Dimensionality Reduction -----------------------/250 Welcome to Part 9 - Dimensionality Reduction.html

251 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/34 Principal Component Analysis PCA/251 How to get the dataset.mp4

252 PCA in Python - Step 1.mp4

[FreeTutorials.Us] machinelearning/34 Principal Component Analysis PCA/252 PCA in Python - Step 1.mp4

253 PCA in Python - Step 2.mp4

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254 PCA in Python - Step 3.mp4

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255 PCA in R - Step 1.mp4

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256 PCA in R - Step 2.mp4

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257 PCA in R - Step 3.mp4

[FreeTutorials.Us] machinelearning/34 Principal Component Analysis PCA/257 PCA in R - Step 3.mp4

258 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/35 Linear Discriminant Analysis LDA/258 How to get the dataset.mp4

259 LDA in Python.mp4

[FreeTutorials.Us] machinelearning/35 Linear Discriminant Analysis LDA/259 LDA in Python.mp4

260 LDA in R.mp4

[FreeTutorials.Us] machinelearning/35 Linear Discriminant Analysis LDA/260 LDA in R.mp4

261 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/36 Kernel PCA/261 How to get the dataset.mp4

262 Kernel PCA in Python.mp4

[FreeTutorials.Us] machinelearning/36 Kernel PCA/262 Kernel PCA in Python.mp4

263 Kernel PCA in R.mp4

[FreeTutorials.Us] machinelearning/36 Kernel PCA/263 Kernel PCA in R.mp4

264 Welcome to Part 10 - Model Selection Boosting.html

[FreeTutorials.Us] machinelearning/37 --------------------- Part 10 Model Selection Boosting ---------------------/264 Welcome to Part 10 - Model Selection Boosting.html

265 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/38 Model Selection/265 How to get the dataset.mp4

266 k-Fold Cross Validation in Python.mp4

[FreeTutorials.Us] machinelearning/38 Model Selection/266 k-Fold Cross Validation in Python.mp4

267 k-Fold Cross Validation in R.mp4

[FreeTutorials.Us] machinelearning/38 Model Selection/267 k-Fold Cross Validation in R.mp4

268 Grid Search in Python - Step 1.mp4

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269 Grid Search in Python - Step 2.mp4

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270 Grid Search in R.mp4

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271 How to get the dataset.mp4

[FreeTutorials.Us] machinelearning/39 XGBoost/271 How to get the dataset.mp4

272 XGBoost in Python - Step 1.mp4

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273 XGBoost in Python - Step 2.mp4

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274 XGBoost in R.mp4

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275 YOUR SPECIAL BONUS.html

[FreeTutorials.Us] machinelearning/40 Bonus Lectures/275 YOUR SPECIAL BONUS.html