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Udemy Complete Machine Learning and Data Science Zero to Mastery Desire Course

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English

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Other

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19.2 GB

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Files:

[CourseClub.Me].url 48 bytes
[DesireCourse.Net].url 51 bytes
[FreeCourseWorld.Com].url 54 bytes
001 Course Outline.en.srt 8.9 KB
001 Course Outline.mp4 77.3 MB
002 Join Our Online Classroom.html 3.2 KB
003 Exercise Meet The Community.html 3.4 KB
004 Your First Day.en.srt 5.3 KB
004 Your First Day.mp4 27.9 MB
005 What Is Machine Learning.en.srt 8.7 KB
005 What Is Machine Learning.mp4 28.3 MB
006 AIMachine LearningData Science.en.srt 6.4 KB
006 AIMachine LearningData Science.mp4 19.7 MB
007 Exercise Machine Learning Playground.en.srt 8.1 KB
007 Exercise Machine Learning Playground.mp4 42.6 MB
008 How Did We Get Here.en.srt 7.1 KB
008 How Did We Get Here.mp4 30.5 MB
009 Exercise YouTube Recommendation Engine.en.srt 5.7 KB
009 Exercise YouTube Recommendation Engine.mp4 19.4 MB
010 Types of Machine Learning.en.srt 5.3 KB
010 Types of Machine Learning.mp4 22.7 MB
011 Are You Getting It Yet.html 1023 bytes
012 What Is Machine Learning Round 2.en.srt 6.1 KB
012 What Is Machine Learning Round 2.mp4 25.5 MB
013 Section Review.en.srt 2.3 KB
013 Section Review.mp4 5.6 MB
external-assets-links.txt 125 bytes
014 Section Overview.en.srt 4.7 KB
014 Section Overview.mp4 13.3 MB
015 Introducing Our Framework.en.srt 3.7 KB
015 Introducing Our Framework.mp4 11.4 MB
016 6 Step Machine Learning Framework.en.srt 6.6 KB
016 6 Step Machine Learning Framework.mp4 23.5 MB
017 Types of Machine Learning Problems.en.srt 14.0 KB
017 Types of Machine Learning Problems.mp4 60.5 MB
018 Types of Data.en.srt 6.5 KB
018 Types of Data.mp4 29.3 MB
019 Types of Evaluation.en.srt 4.3 KB
019 Types of Evaluation.mp4 17.8 MB
020 Features In Data.en.srt 6.8 KB
020 Features In Data.mp4 36.8 MB
021 Modelling - Splitting Data.en.srt 7.7 KB
021 Modelling - Splitting Data.mp4 27.5 MB
022 Modelling - Picking the Model.en.srt 6.2 KB
022 Modelling - Picking the Model.mp4 23.2 MB
023 Modelling - Tuning.en.srt 4.9 KB
023 Modelling - Tuning.mp4 16.0 MB
024 Modelling - Comparison.en.srt 13.1 KB
024 Modelling - Comparison.mp4 44.9 MB
025 Overfitting and Underfitting Definitions.html 2.6 KB
026 Experimentation.en.srt 5.0 KB
026 Experimentation.mp4 21.3 MB
027 Tools We Will Use.en.srt 6.0 KB
027 Tools We Will Use.mp4 27.3 MB
028 Optional Elements of AI.html 1.8 KB
external-assets-links.txt 155 bytes
029 The 2 Paths.en.srt 4.7 KB
029 The 2 Paths.mp4 9.7 MB
030 Python Machine Learning Monthly.html 1.6 KB
031 Section Overview.en.srt 2.1 KB
031 Section Overview.mp4 6.0 MB
032 Introducing Our Tools.en.srt 4.3 KB
032 Introducing Our Tools.mp4 19.3 MB
033 What is Conda.en.srt 3.4 KB
033 What is Conda.mp4 12.5 MB
033 conda-cheatsheet.pdf 201.3 KB
034 Conda Environments.en.srt 6.1 KB
034 Conda Environments.mp4 30.6 MB
035 Mac Environment Setup.en.srt 23.9 KB
035 Mac Environment Setup.mp4 144.4 MB
036 Mac Environment Setup 2.en.srt 20.7 KB
036 Mac Environment Setup 2.mp4 125.5 MB
037 Windows Environment Setup.en.srt 7.6 KB
037 Windows Environment Setup.mp4 47.9 MB
038 Windows Environment Setup 2.en.srt 31.6 KB
038 Windows Environment Setup 2.mp4 227.6 MB
039 Linux Environment Setup.html 1.9 KB
040 Sharing your Conda Environment.html 3.3 KB
041 6-step-ml-framework.png 324.2 KB
041 Jupyter Notebook Walkthrough.en.srt 15.1 KB
041 Jupyter Notebook Walkthrough.mp4 67.3 MB
041 heart-disease.csv 11.1 KB
042 Jupyter Notebook Walkthrough 2.en.srt 22.5 KB
042 Jupyter Notebook Walkthrough 2.mp4 103.9 MB
043 Jupyter Notebook Walkthrough 3.en.srt 11.5 KB
043 Jupyter Notebook Walkthrough 3.mp4 71.4 MB
external-assets-links.txt 949 bytes
044 Section Overview.en.srt 3.7 KB
044 Section Overview.mp4 10.9 MB
045 Downloading Workbooks and Assignments.html 1.8 KB
046 Pandas Introduction.mp4 27.4 MB
047 Series Data Frames and CSVs.en.srt 16.8 KB
047 Series Data Frames and CSVs.mp4 95.4 MB
047 pandas-anatomy-of-a-dataframe.png 333.2 KB
048 Data from URLs.html 1.9 KB
049 Describing Data with Pandas.en.srt 13.6 KB
049 Describing Data with Pandas.mp4 75.6 MB
050 Selecting and Viewing Data with Pandas.en.srt 14.6 KB
050 Selecting and Viewing Data with Pandas.mp4 72.3 MB
050 car-sales.csv 369 bytes
051 Selecting and Viewing Data with Pandas Part 2.en.srt 17.9 KB
051 Selecting and Viewing Data with Pandas Part 2.mp4 106.5 MB
052 Manipulating Data.en.srt 18.1 KB
052 Manipulating Data.mp4 105.0 MB
052 car-sales-missing-data.csv 287 bytes
053 Manipulating Data 2.en.srt 13.8 KB
053 Manipulating Data 2.mp4 86.5 MB
053 pandas-anatomy-of-a-dataframe.png 333.2 KB
054 Manipulating Data 3.en.srt 13.7 KB
054 Manipulating Data 3.mp4 91.0 MB
055 Assignment Pandas Practice.html 2.9 KB
056 How To Download The Course Assignments.en.srt 11.1 KB
056 How To Download The Course Assignments.mp4 66.8 MB
external-assets-links.txt 1.2 KB
057 Section Overview.en.srt 3.1 KB
057 Section Overview.mp4 13.3 MB
058 NumPy Introduction.en.srt 7.5 KB
058 NumPy Introduction.mp4 26.8 MB
059 Quick Note Correction In Next Video.html 2.1 KB
060 NumPy DataTypes and Attributes.en.srt 19.2 KB
060 NumPy DataTypes and Attributes.mp4 79.0 MB
061 Creating NumPy Arrays.en.srt 12.4 KB
061 Creating NumPy Arrays.mp4 66.8 MB
062 NumPy Random Seed.en.srt 9.7 KB
062 NumPy Random Seed.mp4 51.9 MB
063 Viewing Arrays and Matrices.en.srt 12.9 KB
063 Viewing Arrays and Matrices.mp4 70.6 MB
064 Manipulating Arrays.en.srt 16.2 KB
064 Manipulating Arrays.mp4 80.7 MB
065 Manipulating Arrays 2.en.srt 11.5 KB
065 Manipulating Arrays 2.mp4 67.9 MB
066 Standard Deviation and Variance.en.srt 9.3 KB
066 Standard Deviation and Variance.mp4 51.2 MB
067 Reshape and Transpose.en.srt 9.5 KB
067 Reshape and Transpose.mp4 53.5 MB
068 Dot Product vs Element Wise.en.srt 15.3 KB
068 Dot Product vs Element Wise.mp4 83.9 MB
069 Exercise Nut Butter Store Sales.en.srt 17.0 KB
069 Exercise Nut Butter Store Sales.mp4 91.3 MB
070 Comparison Operators.en.srt 5.3 KB
070 Comparison Operators.mp4 26.4 MB
071 Sorting Arrays.en.srt 8.8 KB
071 Sorting Arrays.mp4 32.8 MB
072 Turn Images Into NumPy Arrays.en.srt 10.4 KB
072 Turn Images Into NumPy Arrays.mp4 85.9 MB
072 numpy-images.zip 7.3 MB
073 Assignment NumPy Practice.html 3.0 KB
074 Optional Extra NumPy resources.html 1.9 KB
external-assets-links.txt 1.2 KB
075 Section Overview.en.srt 2.7 KB
075 Section Overview.mp4 8.6 MB
076 Matplotlib Introduction.en.srt 8.0 KB
076 Matplotlib Introduction.mp4 31.5 MB
077 Importing And Using Matplotlib.en.srt 16.0 KB
077 Importing And Using Matplotlib.mp4 86.4 MB
078 Anatomy Of A Matplotlib Figure.en.srt 14.2 KB
078 Anatomy Of A Matplotlib Figure.mp4 82.2 MB
078 matplotlib-anatomy-of-a-plot-with-code.png 654.8 KB
078 matplotlib-anatomy-of-a-plot.png 369.4 KB
079 Scatter Plot And Bar Plot.en.srt 14.7 KB
079 Scatter Plot And Bar Plot.mp4 67.0 MB
080 Histograms And Subplots.en.srt 12.4 KB
080 Histograms And Subplots.mp4 69.7 MB
081 Subplots Option 2.en.srt 6.4 KB
081 Subplots Option 2.mp4 38.1 MB
082 Quick Tip Data Visualizations.en.srt 2.3 KB
082 Quick Tip Data Visualizations.mp4 12.3 MB
083 Plotting From Pandas DataFrames.en.srt 9.0 KB
083 Plotting From Pandas DataFrames.mp4 60.3 MB
084 Quick Note Regular Expressions.html 1.5 KB
085 Plotting From Pandas DataFrames 2.en.srt 13.6 KB
085 Plotting From Pandas DataFrames 2.mp4 98.8 MB
086 Plotting from Pandas DataFrames 3.en.srt 11.5 KB
086 Plotting from Pandas DataFrames 3.mp4 74.7 MB
087 Plotting from Pandas DataFrames 4.en.srt 9.4 KB
087 Plotting from Pandas DataFrames 4.mp4 49.0 MB
087 heart-disease.csv 11.1 KB
088 Plotting from Pandas DataFrames 5.en.srt 11.6 KB
088 Plotting from Pandas DataFrames 5.mp4 57.0 MB
089 Plotting from Pandas DataFrames 6.en.srt 11.1 KB
089 Plotting from Pandas DataFrames 6.mp4 82.0 MB
090 Plotting from Pandas DataFrames 7.en.srt 14.9 KB
090 Plotting from Pandas DataFrames 7.mp4 119.8 MB
091 Customizing Your Plots.en.srt 14.0 KB
091 Customizing Your Plots.mp4 92.2 MB
092 Customizing Your Plots 2.en.srt 13.3 KB
092 Customizing Your Plots 2.mp4 123.6 MB
093 Saving And Sharing Your Plots.en.srt 5.8 KB
093 Saving And Sharing Your Plots.mp4 49.5 MB
094 Assignment Matplotlib Practice.html 2.9 KB
external-assets-links.txt 476 bytes
095 Section Overview.en.srt 4.1 KB
095 Section Overview.mp4 12.5 MB
096 Scikit-learn Introduction.en.srt 10.6 KB
096 Scikit-learn Introduction.mp4 40.6 MB
097 Quick Note Upcoming Video.html 1.2 KB
098 Refresher What Is Machine Learning.en.srt 6.3 KB
098 Refresher What Is Machine Learning.mp4 88.3 MB
099 Quick Note Upcoming Videos.html 1.8 KB
100 Scikit-learn Cheatsheet.en.srt 10.1 KB
100 Scikit-learn Cheatsheet.mp4 75.1 MB
101 Typical scikit-learn Workflow.en.srt 31.7 KB
101 Typical scikit-learn Workflow.mp4 190.2 MB
102 Optional Debugging Warnings In Jupyter.en.srt 25.5 KB
102 Optional Debugging Warnings In Jupyter.mp4 176.1 MB
103 Getting Your Data Ready Splitting Your Data.en.srt 12.1 KB
103 Getting Your Data Ready Splitting Your Data.mp4 63.7 MB
103 scikit-learn-data.zip 20.8 KB
104 Quick Tip Clean Transform Reduce.en.srt 6.4 KB
104 Quick Tip Clean Transform Reduce.mp4 16.5 MB
105 Getting Your Data Ready Convert Data To Numbers.en.srt 22.7 KB
105 Getting Your Data Ready Convert Data To Numbers.mp4 135.0 MB
106 Getting Your Data Ready Handling Missing Values With Pandas.en.srt 16.9 KB
106 Getting Your Data Ready Handling Missing Values With Pandas.mp4 104.8 MB
107 Note Correction in the upcoming video (splitting data).html 3.0 KB
108 Getting Your Data Ready Handling Missing Values With Scikit-learn.en.srt 23.1 KB
108 Getting Your Data Ready Handling Missing Values With Scikit-learn.mp4 136.9 MB
109 Choosing The Right Model For Your Data.en.srt 21.4 KB
109 Choosing The Right Model For Your Data.mp4 143.3 MB
110 Choosing The Right Model For Your Data 2 (Regression).en.srt 12.0 KB
110 Choosing The Right Model For Your Data 2 (Regression).mp4 86.9 MB
111 Quick Note Decision Trees.html 1.1 KB
112 Quick Tip How ML Algorithms Work.en.srt 1.9 KB
112 Quick Tip How ML Algorithms Work.mp4 11.1 MB
113 Choosing The Right Model For Your Data 3 (Classification).en.srt 17.1 KB
113 Choosing The Right Model For Your Data 3 (Classification).mp4 118.8 MB
114 Fitting A Model To The Data.en.srt 9.3 KB
114 Fitting A Model To The Data.mp4 56.6 MB
115 Making Predictions With Our Model.en.srt 12.1 KB
115 Making Predictions With Our Model.mp4 66.5 MB
116 predict() vs predict_proba().en.srt 11.6 KB
116 predict() vs predict_proba().mp4 54.3 MB
117 Making Predictions With Our Model (Regression).en.srt 9.1 KB
117 Making Predictions With Our Model (Regression).mp4 44.9 MB
118 Evaluating A Machine Learning Model (Score).en.srt 12.9 KB
118 Evaluating A Machine Learning Model (Score).mp4 87.1 MB
119 Evaluating A Machine Learning Model 2 (Cross Validation).en.srt 17.3 KB
119 Evaluating A Machine Learning Model 2 (Cross Validation).mp4 96.0 MB
120 Evaluating A Classification Model 1 (Accuracy).en.srt 5.9 KB
120 Evaluating A Classification Model 1 (Accuracy).mp4 31.4 MB
121 Evaluating A Classification Model 2 (ROC Curve).en.srt 12.3 KB
121 Evaluating A Classification Model 2 (ROC Curve).mp4 66.0 MB
122 Evaluating A Classification Model 3 (ROC Curve).en.srt 10.0 KB
122 Evaluating A Classification Model 3 (ROC Curve).mp4 50.6 MB
123 Evaluating A Classification Model 4 (Confusion Matrix).en.srt 15.1 KB
123 Evaluating A Classification Model 4 (Confusion Matrix).mp4 77.7 MB
124 Evaluating A Classification Model 5 (Confusion Matrix).en.srt 11.2 KB
124 Evaluating A Classification Model 5 (Confusion Matrix).mp4 63.6 MB
125 Evaluating A Classification Model 6 (Classification Report).en.srt 14.6 KB
125 Evaluating A Classification Model 6 (Classification Report).mp4 87.2 MB
126 Evaluating A Regression Model 1 (R2 Score).en.srt 12.0 KB
126 Evaluating A Regression Model 1 (R2 Score).mp4 70.4 MB
127 Evaluating A Regression Model 2 (MAE).en.srt 5.7 KB
127 Evaluating A Regression Model 2 (MAE).mp4 28.5 MB
128 Evaluating A Regression Model 3 (MSE).en.srt 9.2 KB
128 Evaluating A Regression Model 3 (MSE).mp4 54.9 MB
129 Machine Learning Model Evaluation.html 8.0 KB
130 Evaluating A Model With Cross Validation and Scoring Parameter.en.srt 18.0 KB
130 Evaluating A Model With Cross Validation and Scoring Parameter.mp4 91.5 MB
131 Evaluating A Model With Scikit-learn Functions.en.srt 16.3 KB
131 Evaluating A Model With Scikit-learn Functions.mp4 94.8 MB
132 Improving A Machine Learning Model.en.srt 14.9 KB
132 Improving A Machine Learning Model.mp4 90.9 MB
133 Tuning Hyperparameters.en.srt 30.5 KB
133 Tuning Hyperparameters.mp4 175.6 MB
134 Tuning Hyperparameters 2.en.srt 17.0 KB
134 Tuning Hyperparameters 2.mp4 116.8 MB
135 Tuning Hyperparameters 3.en.srt 18.8 KB
135 Tuning Hyperparameters 3.mp4 121.8 MB
136 Quick Tip Correlation Analysis.en.srt 3.1 KB
136 Quick Tip Correlation Analysis.mp4 16.9 MB
137 Saving And Loading A Model.en.srt 9.8 KB
137 Saving And Loading A Model.mp4 52.6 MB
138 Saving And Loading A Model 2.en.srt 9.0 KB
138 Saving And Loading A Model 2.mp4 56.8 MB
139 Putting It All Together.en.srt 26.4 KB
139 Putting It All Together.mp4 158.4 MB
140 Putting It All Together 2.en.srt 16.1 KB
140 Putting It All Together 2.mp4 116.9 MB
141 Scikit-Learn Practice.html 2.9 KB
external-assets-links.txt 1.4 KB
142 Milestone Projects.html 1.6 KB
143 Section Overview.en.srt 3.1 KB
143 Section Overview.mp4 10.2 MB
144 Project Overview.en.srt 10.0 KB
144 Project Overview.mp4 34.4 MB
145 Project Environment Setup.en.srt 14.4 KB
145 Project Environment Setup.mp4 100.8 MB
146 Step 1~4 Framework Setup.en.srt 16.6 KB
146 Step 1~4 Framework Setup.mp4 105.5 MB
147 Getting Our Tools Ready.en.srt 12.8 KB
147 Getting Our Tools Ready.mp4 79.4 MB
148 Exploring Our Data.en.srt 11.4 KB
148 Exploring Our Data.mp4 66.9 MB
148 heart-disease.csv 11.1 KB
149 Finding Patterns.en.srt 13.4 KB
149 Finding Patterns.mp4 63.3 MB
150 Finding Patterns 2.en.srt 22.3 KB
150 Finding Patterns 2.mp4 99.9 MB
151 Finding Patterns 3.en.srt 18.9 KB
151 Finding Patterns 3.mp4 137.9 MB
152 Preparing Our Data For Machine Learning.en.srt 12.0 KB
152 Preparing Our Data For Machine Learning.mp4 72.6 MB
153 Choosing The Right Models.en.srt 13.0 KB
153 Choosing The Right Models.mp4 96.4 MB
154 Experimenting With Machine Learning Models.en.srt 9.6 KB
154 Experimenting With Machine Learning Models.mp4 55.3 MB
155 TuningImproving Our Model.en.srt 17.6 KB
155 TuningImproving Our Model.mp4 102.8 MB
156 Tuning Hyperparameters.en.srt 15.7 KB
156 Tuning Hyperparameters.mp4 108.0 MB
157 Tuning Hyperparameters 2.en.srt 15.1 KB
157 Tuning Hyperparameters 2.mp4 104.1 MB
158 Tuning Hyperparameters 3.en.srt 9.9 KB
158 Tuning Hyperparameters 3.mp4 63.0 MB
159 Evaluating Our Model.en.srt 15.1 KB
159 Evaluating Our Model.mp4 71.6 MB
160 Evaluating Our Model 2.en.srt 7.4 KB
160 Evaluating Our Model 2.mp4 41.5 MB
161 Evaluating Our Model 3.en.srt 11.5 KB
161 Evaluating Our Model 3.mp4 64.8 MB
162 Finding The Most Important Features.en.srt 22.3 KB
162 Finding The Most Important Features.mp4 127.5 MB
163 Reviewing The Project.en.srt 13.8 KB
163 Reviewing The Project.mp4 86.1 MB
external-assets-links.txt 1001 bytes
164 Section Overview.en.srt 1.8 KB
164 Section Overview.mp4 8.9 MB
165 Project Overview.en.srt 6.7 KB
165 Project Overview.mp4 32.9 MB
166 Project Environment Setup.en.srt 15.9 KB
166 Project Environment Setup.mp4 101.3 MB
167 Step 1~4 Framework Setup.en.srt 12.4 KB
167 Step 1~4 Framework Setup.mp4 85.7 MB
168 Exploring Our Data.en.srt 20.0 KB
168 Exploring Our Data.mp4 137.8 MB
169 Exploring Our Data 2.en.srt 8.6 KB
169 Exploring Our Data 2.mp4 52.0 MB
170 Feature Engineering.en.srt 22.1 KB
170 Feature Engineering.mp4 159.1 MB
171 Turning Data Into Numbers.en.srt 22.3 KB
171 Turning Data Into Numbers.mp4 146.2 MB
172 Filling Missing Numerical Values.en.srt 16.9 KB
172 Filling Missing Numerical Values.mp4 106.3 MB
173 Filling Missing Categorical Values.en.srt 11.2 KB
173 Filling Missing Categorical Values.mp4 66.9 MB
174 Fitting A Machine Learning Model.en.srt 10.5 KB
174 Fitting A Machine Learning Model.mp4 55.5 MB
175 Splitting Data.en.srt 13.5 KB
175 Splitting Data.mp4 82.7 MB
176 Challenge Whats wrong with splitting data after filling it.html 2.4 KB
177 Custom Evaluation Function.en.srt 16.1 KB
177 Custom Evaluation Function.mp4 103.3 MB
178 Reducing Data.en.srt 14.6 KB
178 Reducing Data.mp4 93.5 MB
179 RandomizedSearchCV.en.srt 12.7 KB
179 RandomizedSearchCV.mp4 85.8 MB
180 Improving Hyperparameters.en.srt 11.0 KB
180 Improving Hyperparameters.mp4 79.3 MB
181 Preproccessing Our Data.en.srt 17.8 KB
181 Preproccessing Our Data.mp4 139.3 MB
182 Making Predictions.en.srt 11.4 KB
182 Making Predictions.mp4 79.2 MB
183 Feature Importance.en.srt 17.3 KB
183 Feature Importance.mp4 142.3 MB
external-assets-links.txt 1.2 KB
184 Data Engineering Introduction.en.srt 4.3 KB
184 Data Engineering Introduction.mp4 13.5 MB
185 What Is Data.en.srt 7.6 KB
185 What Is Data.mp4 42.2 MB
186 What Is A Data Engineer.en.srt 4.9 KB
186 What Is A Data Engineer.mp4 15.2 MB
187 What Is A Data Engineer 2.en.srt 6.3 KB
187 What Is A Data Engineer 2.mp4 24.2 MB
188 What Is A Data Engineer 3.en.srt 5.4 KB
188 What Is A Data Engineer 3.mp4 24.3 MB
189 What Is A Data Engineer 4.en.srt 3.9 KB
189 What Is A Data Engineer 4.mp4 14.9 MB
190 Types Of Databases.en.srt 8.4 KB
190 Types Of Databases.mp4 32.6 MB
191 Quick Note Upcoming Video.html 1.3 KB
192 Optional OLTP Databases.en.srt 12.1 KB
192 Optional OLTP Databases.mp4 79.7 MB
193 Optional Learn SQL.html 1.2 KB
194 Hadoop HDFS and MapReduce.en.srt 4.7 KB
194 Hadoop HDFS and MapReduce.mp4 10.1 MB
195 Apache Spark and Apache Flink.en.srt 2.3 KB
195 Apache Spark and Apache Flink.mp4 5.8 MB
196 Kafka and Stream Processing.en.srt 5.0 KB
196 Kafka and Stream Processing.mp4 19.2 MB
external-assets-links.txt 220 bytes
197 Section Overview.en.srt 2.8 KB
197 Section Overview.mp4 12.2 MB
198 Deep Learning and Unstructured Data.en.srt 20.2 KB
198 Deep Learning and Unstructured Data.mp4 102.0 MB
199 Setting Up With Google.html 1.4 KB
200 Setting Up Google Colab.en.srt 9.6 KB
200 Setting Up Google Colab.mp4 74.2 MB
201 Google Colab Workspace.en.srt 6.3 KB
201 Google Colab Workspace.mp4 39.6 MB
202 Uploading Project Data.en.srt 8.6 KB
202 Uploading Project Data.mp4 52.0 MB
203 Setting Up Our Data.en.srt 6.4 KB
203 Setting Up Our Data.mp4 42.3 MB
204 Setting Up Our Data 2.en.srt 2.2 KB
204 Setting Up Our Data 2.mp4 20.9 MB
205 Importing TensorFlow 2.en.srt 16.8 KB
205 Importing TensorFlow 2.mp4 116.8 MB
206 Optional TensorFlow 2.0 Default Issue.en.srt 4.5 KB
206 Optional TensorFlow 2.0 Default Issue.mp4 28.1 MB
207 Using A GPU.en.srt 12.1 KB
207 Using A GPU.mp4 80.6 MB
208 Optional GPU and Google Colab.en.srt 6.0 KB
208 Optional GPU and Google Colab.mp4 45.9 MB
209 Optional Reloading Colab Notebook.en.srt 7.8 KB
209 Optional Reloading Colab Notebook.mp4 88.7 MB
210 Loading Our Data Labels.en.srt 16.1 KB
210 Loading Our Data Labels.mp4 114.8 MB
211 Preparing The Images.en.srt 15.1 KB
211 Preparing The Images.mp4 133.9 MB
212 Turning Data Labels Into Numbers.en.srt 13.8 KB
212 Turning Data Labels Into Numbers.mp4 107.5 MB
213 Creating Our Own Validation Set.en.srt 11.3 KB
213 Creating Our Own Validation Set.mp4 66.4 MB
214 Preprocess Images.en.srt 12.9 KB
214 Preprocess Images.mp4 90.1 MB
215 Preprocess Images 2.en.srt 12.9 KB
215 Preprocess Images 2.mp4 105.1 MB
216 Turning Data Into Batches.en.srt 11.6 KB
216 Turning Data Into Batches.mp4 87.8 MB
217 Turning Data Into Batches 2.en.srt 20.2 KB
217 Turning Data Into Batches 2.mp4 149.4 MB
218 Visualizing Our Data.en.srt 15.7 KB
218 Visualizing Our Data.mp4 122.0 MB
219 Preparing Our Inputs and Outputs.en.srt 7.8 KB
219 Preparing Our Inputs and Outputs.mp4 50.1 MB
220 Optional How machines learn and whats going on behind the scenes.html 3.6 KB
221 Building A Deep Learning Model.en.srt 15.9 KB
221 Building A Deep Learning Model.mp4 121.9 MB
222 Building A Deep Learning Model 2.en.srt 12.5 KB
222 Building A Deep Learning Model 2.mp4 105.9 MB
223 Building A Deep Learning Model 3.en.srt 11.2 KB
223 Building A Deep Learning Model 3.mp4 105.9 MB
224 Building A Deep Learning Model 4.en.srt 12.0 KB
224 Building A Deep Learning Model 4.mp4 86.3 MB
225 Summarizing Our Model.en.srt 6.0 KB
225 Summarizing Our Model.mp4 45.4 MB
226 Evaluating Our Model.en.srt 10.4 KB
226 Evaluating Our Model.mp4 79.3 MB
227 Preventing Overfitting.en.srt 5.5 KB
227 Preventing Overfitting.mp4 36.5 MB
228 Training Your Deep Neural Network.en.srt 23.1 KB
228 Training Your Deep Neural Network.mp4 166.6 MB
229 Evaluating Performance With TensorBoard.en.srt 9.6 KB
229 Evaluating Performance With TensorBoard.mp4 74.2 MB
230 Make And Transform Predictions.en.srt 19.2 KB
230 Make And Transform Predictions.mp4 155.0 MB
231 Transform Predictions To Text.en.srt 17.6 KB
231 Transform Predictions To Text.mp4 129.9 MB
232 Visualizing Model Predictions.en.srt 17.0 KB
232 Visualizing Model Predictions.mp4 119.3 MB
233 Visualizing And Evaluate Model Predictions 2.en.srt 17.6 KB
233 Visualizing And Evaluate Model Predictions 2.mp4 143.8 MB
234 Visualizing And Evaluate Model Predictions 3.en.srt 13.8 KB
234 Visualizing And Evaluate Model Predictions 3.mp4 113.2 MB
235 Saving And Loading A Trained Model.en.srt 16.9 KB
235 Saving And Loading A Trained Model.mp4 127.0 MB
236 Training Model On Full Dataset.en.srt 19.2 KB
236 Training Model On Full Dataset.mp4 139.8 MB
237 Making Predictions On Test Images.en.srt 20.3 KB
237 Making Predictions On Test Images.mp4 140.8 MB
238 Submitting Model to Kaggle.en.srt 16.6 KB
238 Submitting Model to Kaggle.mp4 121.3 MB
239 Making Predictions On Our Images.en.srt 18.6 KB
239 Making Predictions On Our Images.mp4 119.2 MB
240 Finishing Dog Vision Where to next.html 4.7 KB
external-assets-links.txt 4.6 KB
241 Section Overview.en.srt 3.3 KB
241 Section Overview.mp4 10.9 MB
242 Communicating Your Work.en.srt 4.8 KB
242 Communicating Your Work.mp4 20.2 MB
243 Communicating With Managers.en.srt 4.5 KB
243 Communicating With Managers.mp4 18.4 MB
244 Communicating With Co-Workers.en.srt 5.5 KB
244 Communicating With Co-Workers.mp4 19.0 MB
245 Weekend Project Principle.en.srt 9.0 KB
245 Weekend Project Principle.mp4 23.6 MB
246 Communicating With Outside World.en.srt 4.5 KB
246 Communicating With Outside World.mp4 14.5 MB
247 Storytelling.en.srt 4.1 KB
247 Storytelling.mp4 12.0 MB
248 Communicating and sharing your work Further reading.html 4.0 KB
external-assets-links.txt 384 bytes
249 Endorsements On LinkedIn.html 2.9 KB
250 Quick Note Upcoming Video.html 1.4 KB
251 What If I Dont Have Enough Experience.en.srt 20.0 KB
251 What If I Dont Have Enough Experience.mp4 160.9 MB
252 Learning Guideline.html 1.1 KB
253 Quick Note Upcoming Videos.html 1.4 KB
254 JTS Learn to Learn.en.srt 2.5 KB
254 JTS Learn to Learn.mp4 11.1 MB
255 JTS Start With Why.en.srt 3.0 KB
255 JTS Start With Why.mp4 15.4 MB
256 Quick Note Upcoming Videos.html 1.2 KB
257 CWD Git Github.en.srt 21.2 KB
257 CWD Git Github.mp4 176.1 MB
258 CWD Git Github 2.en.srt 18.2 KB
258 CWD Git Github 2.mp4 118.4 MB
259 Contributing To Open Source.en.srt 17.1 KB
259 Contributing To Open Source.mp4 130.3 MB
260 Contributing To Open Source 2.en.srt 10.2 KB
260 Contributing To Open Source 2.mp4 113.0 MB
261 Coding Challenges.html 1.8 KB
262 Exercise Contribute To Open Source.html 2.3 KB
263 What Is A Programming Language.en.srt 7.0 KB
263 What Is A Programming Language.mp4 104.8 MB
264 Python Interpreter.en.srt 8.3 KB
264 Python Interpreter.mp4 93.5 MB
265 How To Run Python Code.en.srt 6.5 KB
265 How To Run Python Code.mp4 63.9 MB
266 Our First Python Program.en.srt 9.0 KB
266 Our First Python Program.mp4 47.2 MB
267 Python 2 vs Python 3.en.srt 8.2 KB
267 Python 2 vs Python 3.mp4 82.1 MB
268 Exercise How Does Python Work.en.srt 2.9 KB
268 Exercise How Does Python Work.mp4 26.0 MB
269 Learning Python.en.srt 2.6 KB
269 Learning Python.mp4 38.5 MB
270 Python Data Types.en.srt 5.2 KB
270 Python Data Types.mp4 28.8 MB
271 How To Succeed.html 1.1 KB
272 Numbers.en.srt 11.1 KB
272 Numbers.mp4 72.7 MB
273 Math Functions.en.srt 5.4 KB
273 Math Functions.mp4 41.8 MB
274 DEVELOPER FUNDAMENTALS I.en.srt 5.2 KB
274 DEVELOPER FUNDAMENTALS I.mp4 59.7 MB
275 Operator Precedence.en.srt 3.5 KB
275 Operator Precedence.mp4 14.4 MB
276 Exercise Operator Precedence.html 1.5 KB
277 Optional bin() and complex.en.srt 4.8 KB
277 Optional bin() and complex.mp4 21.9 MB
278 Variables.en.srt 16.0 KB
278 Variables.mp4 93.6 MB
279 Expressions vs Statements.en.srt 1.7 KB
279 Expressions vs Statements.mp4 11.0 MB
280 Augmented Assignment Operator.en.srt 3.0 KB
280 Augmented Assignment Operator.mp4 15.3 MB
281 Strings.en.srt 6.3 KB
281 Strings.mp4 31.0 MB
282 String Concatenation.en.srt 1.4 KB
282 String Concatenation.mp4 7.3 MB
283 Type Conversion.en.srt 3.1 KB
283 Type Conversion.mp4 19.0 MB
284 Escape Sequences.en.srt 5.0 KB
284 Escape Sequences.mp4 23.2 MB
285 Formatted Strings.en.srt 8.8 KB
285 Formatted Strings.mp4 49.3 MB
286 String Indexes.en.srt 9.2 KB
286 String Indexes.mp4 49.2 MB
287 Immutability.en.srt 3.5 KB
287 Immutability.mp4 20.8 MB
288 Built-In Functions Methods.en.srt 10.3 KB
288 Built-In Functions Methods.mp4 69.4 MB
289 Booleans.en.srt 3.9 KB
289 Booleans.mp4 16.5 MB
290 Exercise Type Conversion.en.srt 8.6 KB
290 Exercise Type Conversion.mp4 50.3 MB
291 DEVELOPER FUNDAMENTALS II.en.srt 5.3 KB
291 DEVELOPER FUNDAMENTALS II.mp4 29.2 MB
292 Exercise Password Checker.en.srt 7.9 KB
292 Exercise Password Checker.mp4 51.1 MB
293 Lists.en.srt 5.6 KB
293 Lists.mp4 22.0 MB
294 List Slicing.en.srt 8.5 KB
294 List Slicing.mp4 49.9 MB
295 Matrix.en.srt 4.1 KB
295 Matrix.mp4 19.1 MB
296 List Methods.en.srt 10.8 KB
296 List Methods.mp4 61.8 MB
297 List Methods 2.en.srt 4.5 KB
297 List Methods 2.mp4 27.4 MB
298 List Methods 3.en.srt 5.0 KB
298 List Methods 3.mp4 27.7 MB
299 Common List Patterns.en.srt 5.8 KB
299 Common List Patterns.mp4 40.5 MB
300 List Unpacking.en.srt 2.9 KB
300 List Unpacking.mp4 13.9 MB
301 None.en.srt 2.2 KB
301 None.mp4 7.9 MB
302 Dictionaries.en.srt 7.1 KB
302 Dictionaries.mp4 32.7 MB
303 DEVELOPER FUNDAMENTALS III.en.srt 3.6 KB
303 DEVELOPER FUNDAMENTALS III.mp4 26.6 MB
304 Dictionary Keys.en.srt 4.2 KB
304 Dictionary Keys.mp4 20.4 MB
305 Dictionary Methods.en.srt 5.3 KB
305 Dictionary Methods.mp4 27.2 MB
306 Dictionary Methods 2.en.srt 7.1 KB
306 Dictionary Methods 2.mp4 42.4 MB
307 Tuples.en.srt 5.7 KB
307 Tuples.mp4 25.6 MB
308 Tuples 2.en.srt 3.1 KB
308 Tuples 2.mp4 17.0 MB
309 Sets.en.srt 8.4 KB
309 Sets.mp4 37.0 MB
310 Sets 2.en.srt 9.2 KB
310 Sets 2.mp4 64.3 MB
external-assets-links.txt 1.6 KB
311 Breaking The Flow.en.srt 3.0 KB
311 Breaking The Flow.mp4 20.3 MB
312 Conditional Logic.en.srt 15.7 KB
312 Conditional Logic.mp4 74.6 MB
313 Indentation In Python.en.srt 5.3 KB
313 Indentation In Python.mp4 28.0 MB
314 Truthy vs Falsey.en.srt 6.0 KB
314 Truthy vs Falsey.mp4 42.8 MB
315 Ternary Operator.en.srt 4.8 KB
315 Ternary Operator.mp4 19.7 MB
316 Short Circuiting.en.srt 4.5 KB
316 Short Circuiting.mp4 19.4 MB
317 Logical Operators.en.srt 8.1 KB
317 Logical Operators.mp4 28.3 MB
318 Exercise Logical Operators.en.srt 8.4 KB
318 Exercise Logical Operators.mp4 46.6 MB
319 is vs.en.srt 8.1 KB
319 is vs.mp4 33.6 MB
320 For Loops.en.srt 7.5 KB
320 For Loops.mp4 34.3 MB
321 Iterables.en.srt 6.9 KB
321 Iterables.mp4 43.2 MB
322 Exercise Tricky Counter.en.srt 3.6 KB
322 Exercise Tricky Counter.mp4 16.4 MB
323 range().en.srt 5.9 KB
323 range().mp4 28.3 MB
324 enumerate().en.srt 4.6 KB
324 enumerate().mp4 24.8 MB
325 While Loops.en.srt 7.4 KB
325 While Loops.mp4 28.3 MB
326 While Loops 2.en.srt 6.4 KB
326 While Loops 2.mp4 25.9 MB
327 break continue pass.en.srt 5.3 KB
327 break continue pass.mp4 22.2 MB
328 Our First GUI.en.srt 10.4 KB
328 Our First GUI.mp4 49.6 MB
329 DEVELOPER FUNDAMENTALS IV.en.srt 7.8 KB
329 DEVELOPER FUNDAMENTALS IV.mp4 50.2 MB
330 Exercise Find Duplicates.en.srt 4.4 KB
330 Exercise Find Duplicates.mp4 20.2 MB
331 Functions.en.srt 9.2 KB
331 Functions.mp4 48.6 MB
332 Parameters and Arguments.en.srt 4.9 KB
332 Parameters and Arguments.mp4 23.1 MB
333 Default Parameters and Keyword Arguments.en.srt 6.0 KB
333 Default Parameters and Keyword Arguments.mp4 38.1 MB
334 return.en.srt 15.0 KB
334 return.mp4 63.0 MB
335 Exercise Tesla.html 1.2 KB
336 Methods vs Functions.en.srt 5.2 KB
336 Methods vs Functions.mp4 30.7 MB
337 Docstrings.en.srt 4.3 KB
337 Docstrings.mp4 17.3 MB
338 Clean Code.en.srt 5.4 KB
338 Clean Code.mp4 19.7 MB
339 args and kwargs.en.srt 8.1 KB
339 args and kwargs.mp4 43.0 MB
340 Exercise Functions.en.srt 4.7 KB
340 Exercise Functions.mp4 21.8 MB
341 Scope.en.srt 3.8 KB
341 Scope.mp4 20.1 MB
342 Scope Rules.en.srt 8.5 KB
342 Scope Rules.mp4 37.7 MB
343 global Keyword.en.srt 6.7 KB
343 global Keyword.mp4 36.5 MB
344 nonlocal Keyword.en.srt 4.1 KB
344 nonlocal Keyword.mp4 18.3 MB
345 Why Do We Need Scope.en.srt 4.8 KB
345 Why Do We Need Scope.mp4 19.2 MB
346 Pure Functions.en.srt 10.1 KB
346 Pure Functions.mp4 67.4 MB
347 map().en.srt 6.3 KB
347 map().mp4 38.4 MB
348 filter().en.srt 5.0 KB
348 filter().mp4 23.6 MB
349 zip().en.srt 3.3 KB
349 zip().mp4 21.3 MB
350 reduce().en.srt 8.4 KB
350 reduce().mp4 52.3 MB
351 List Comprehensions.en.srt 9.4 KB
351 List Comprehensions.mp4 53.3 MB
352 Set Comprehensions.en.srt 6.6 KB
352 Set Comprehensions.mp4 35.4 MB
353 Exercise Comprehensions.en.srt 4.9 KB
353 Exercise Comprehensions.mp4 22.0 MB
354 Python Exam Testing Your Understanding.html 2.0 KB
355 Modules in Python.en.srt 12.7 KB
355 Modules in Python.mp4 82.2 MB
356 Quick Note Upcoming Videos.html 1.3 KB
357 Optional PyCharm.en.srt 10.5 KB
357 Optional PyCharm.mp4 53.1 MB
358 Packages in Python.en.srt 12.5 KB
358 Packages in Python.mp4 72.4 MB
359 Different Ways To Import.en.srt 7.5 KB
359 Different Ways To Import.mp4 48.0 MB
360 Next Steps.html 1.8 KB
external-assets-links.txt 615 bytes
361 Statistics and Mathematics.html 1.5 KB
362 Become An Alumni.html 2.6 KB
363 Thank You.en.srt 3.6 KB
363 Thank You.mp4 11.1 MB
364 Bonus Special Thank You Gift.html 2.4 KB
[CourseClub.Me].url 48 bytes
[DesireCourse.Net].url 51 bytes
[FreeCourseWorld.Com].url 54 bytes

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