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01 Introduction/002 Join Our Online Classroom.html
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01 Introduction/003 Exercise Meet The Community.html
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01 Introduction/004 Your First Day.en.srt
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02 Machine Learning 101/012 What Is Machine Learning Round 2.en.srt
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02 Machine Learning 101/013 Section Review.en.srt
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02 Machine Learning 101/external-assets-links.txt
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03 Machine Learning and Data Science Framework/014 Section Overview.en.srt
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03 Machine Learning and Data Science Framework/015 Introducing Our Framework.en.srt
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09 Scikit-learn Creating Machine Learning Models/105 Getting Your Data Ready Convert Data To Numbers.en.srt
22.71KB
09 Scikit-learn Creating Machine Learning Models/105 Getting Your Data Ready Convert Data To Numbers.mp4
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09 Scikit-learn Creating Machine Learning Models/106 Getting Your Data Ready Handling Missing Values With Pandas.en.srt
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09 Scikit-learn Creating Machine Learning Models/106 Getting Your Data Ready Handling Missing Values With Pandas.mp4
104.84MB
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09 Scikit-learn Creating Machine Learning Models/107 Note Correction in the upcoming video (splitting data).html
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09 Scikit-learn Creating Machine Learning Models/108 Getting Your Data Ready Handling Missing Values With Scikit-learn.en.srt
23.13KB
09 Scikit-learn Creating Machine Learning Models/108 Getting Your Data Ready Handling Missing Values With Scikit-learn.mp4
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09 Scikit-learn Creating Machine Learning Models/109 Choosing The Right Model For Your Data.en.srt
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09 Scikit-learn Creating Machine Learning Models/109 Choosing The Right Model For Your Data.mp4
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09 Scikit-learn Creating Machine Learning Models/110 Choosing The Right Model For Your Data 2 (Regression).en.srt
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09 Scikit-learn Creating Machine Learning Models/110 Choosing The Right Model For Your Data 2 (Regression).mp4
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09 Scikit-learn Creating Machine Learning Models/112 Quick Tip How ML Algorithms Work.en.srt
1.91KB
09 Scikit-learn Creating Machine Learning Models/112 Quick Tip How ML Algorithms Work.mp4
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09 Scikit-learn Creating Machine Learning Models/113 Choosing The Right Model For Your Data 3 (Classification).en.srt
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09 Scikit-learn Creating Machine Learning Models/113 Choosing The Right Model For Your Data 3 (Classification).mp4
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09 Scikit-learn Creating Machine Learning Models/114 Fitting A Model To The Data.en.srt
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09 Scikit-learn Creating Machine Learning Models/114 Fitting A Model To The Data.mp4
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09 Scikit-learn Creating Machine Learning Models/115 Making Predictions With Our Model.en.srt
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09 Scikit-learn Creating Machine Learning Models/115 Making Predictions With Our Model.mp4
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09 Scikit-learn Creating Machine Learning Models/116 predict() vs predict_proba().en.srt
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09 Scikit-learn Creating Machine Learning Models/116 predict() vs predict_proba().mp4
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09 Scikit-learn Creating Machine Learning Models/117 Making Predictions With Our Model (Regression).en.srt
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09 Scikit-learn Creating Machine Learning Models/117 Making Predictions With Our Model (Regression).mp4
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09 Scikit-learn Creating Machine Learning Models/118 Evaluating A Machine Learning Model (Score).en.srt
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09 Scikit-learn Creating Machine Learning Models/118 Evaluating A Machine Learning Model (Score).mp4
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09 Scikit-learn Creating Machine Learning Models/119 Evaluating A Machine Learning Model 2 (Cross Validation).en.srt
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09 Scikit-learn Creating Machine Learning Models/119 Evaluating A Machine Learning Model 2 (Cross Validation).mp4
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09 Scikit-learn Creating Machine Learning Models/120 Evaluating A Classification Model 1 (Accuracy).en.srt
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09 Scikit-learn Creating Machine Learning Models/120 Evaluating A Classification Model 1 (Accuracy).mp4
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09 Scikit-learn Creating Machine Learning Models/121 Evaluating A Classification Model 2 (ROC Curve).en.srt
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09 Scikit-learn Creating Machine Learning Models/121 Evaluating A Classification Model 2 (ROC Curve).mp4
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09 Scikit-learn Creating Machine Learning Models/122 Evaluating A Classification Model 3 (ROC Curve).en.srt
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09 Scikit-learn Creating Machine Learning Models/122 Evaluating A Classification Model 3 (ROC Curve).mp4
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09 Scikit-learn Creating Machine Learning Models/123 Evaluating A Classification Model 4 (Confusion Matrix).en.srt
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09 Scikit-learn Creating Machine Learning Models/124 Evaluating A Classification Model 5 (Confusion Matrix).mp4
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09 Scikit-learn Creating Machine Learning Models/130 Evaluating A Model With Cross Validation and Scoring Parameter.en.srt
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09 Scikit-learn Creating Machine Learning Models/139 Putting It All Together.en.srt
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09 Scikit-learn Creating Machine Learning Models/141 Scikit-Learn Practice.html
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10 Supervised Learning Classification Regression/142 Milestone Projects.html
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11 Milestone Project 1 Supervised Learning (Classification)/143 Section Overview.en.srt
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11 Milestone Project 1 Supervised Learning (Classification)/144 Project Overview.en.srt
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11 Milestone Project 1 Supervised Learning (Classification)/144 Project Overview.mp4
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11 Milestone Project 1 Supervised Learning (Classification)/145 Project Environment Setup.en.srt
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11 Milestone Project 1 Supervised Learning (Classification)/145 Project Environment Setup.mp4
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11 Milestone Project 1 Supervised Learning (Classification)/146 Step 1~4 Framework Setup.en.srt
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11 Milestone Project 1 Supervised Learning (Classification)/146 Step 1~4 Framework Setup.mp4
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11 Milestone Project 1 Supervised Learning (Classification)/147 Getting Our Tools Ready.en.srt
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11 Milestone Project 1 Supervised Learning (Classification)/147 Getting Our Tools Ready.mp4
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11 Milestone Project 1 Supervised Learning (Classification)/148 Exploring Our Data.en.srt
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11 Milestone Project 1 Supervised Learning (Classification)/148 heart-disease.csv
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11 Milestone Project 1 Supervised Learning (Classification)/149 Finding Patterns.en.srt
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11 Milestone Project 1 Supervised Learning (Classification)/149 Finding Patterns.mp4
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11 Milestone Project 1 Supervised Learning (Classification)/150 Finding Patterns 2.en.srt
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11 Milestone Project 1 Supervised Learning (Classification)/151 Finding Patterns 3.en.srt
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11 Milestone Project 1 Supervised Learning (Classification)/152 Preparing Our Data For Machine Learning.en.srt
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11 Milestone Project 1 Supervised Learning (Classification)/152 Preparing Our Data For Machine Learning.mp4
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11 Milestone Project 1 Supervised Learning (Classification)/153 Choosing The Right Models.en.srt
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11 Milestone Project 1 Supervised Learning (Classification)/154 Experimenting With Machine Learning Models.en.srt
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11 Milestone Project 1 Supervised Learning (Classification)/155 TuningImproving Our Model.en.srt
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11 Milestone Project 1 Supervised Learning (Classification)/155 TuningImproving Our Model.mp4
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11 Milestone Project 1 Supervised Learning (Classification)/156 Tuning Hyperparameters.en.srt
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11 Milestone Project 1 Supervised Learning (Classification)/156 Tuning Hyperparameters.mp4
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11 Milestone Project 1 Supervised Learning (Classification)/157 Tuning Hyperparameters 2.en.srt
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11 Milestone Project 1 Supervised Learning (Classification)/158 Tuning Hyperparameters 3.en.srt
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11 Milestone Project 1 Supervised Learning (Classification)/159 Evaluating Our Model.en.srt
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11 Milestone Project 1 Supervised Learning (Classification)/160 Evaluating Our Model 2.en.srt
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11 Milestone Project 1 Supervised Learning (Classification)/160 Evaluating Our Model 2.mp4
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11 Milestone Project 1 Supervised Learning (Classification)/161 Evaluating Our Model 3.en.srt
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11 Milestone Project 1 Supervised Learning (Classification)/161 Evaluating Our Model 3.mp4
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11 Milestone Project 1 Supervised Learning (Classification)/162 Finding The Most Important Features.en.srt
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11 Milestone Project 1 Supervised Learning (Classification)/163 Reviewing The Project.en.srt
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12 Milestone Project 2 Supervised Learning (Time Series Data)/164 Section Overview.en.srt
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12 Milestone Project 2 Supervised Learning (Time Series Data)/168 Exploring Our Data.en.srt
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12 Milestone Project 2 Supervised Learning (Time Series Data)/169 Exploring Our Data 2.en.srt
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12 Milestone Project 2 Supervised Learning (Time Series Data)/170 Feature Engineering.en.srt
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12 Milestone Project 2 Supervised Learning (Time Series Data)/171 Turning Data Into Numbers.en.srt
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12 Milestone Project 2 Supervised Learning (Time Series Data)/172 Filling Missing Numerical Values.en.srt
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12 Milestone Project 2 Supervised Learning (Time Series Data)/173 Filling Missing Categorical Values.en.srt
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12 Milestone Project 2 Supervised Learning (Time Series Data)/174 Fitting A Machine Learning Model.en.srt
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12 Milestone Project 2 Supervised Learning (Time Series Data)/175 Splitting Data.en.srt
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12 Milestone Project 2 Supervised Learning (Time Series Data)/177 Custom Evaluation Function.en.srt
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12 Milestone Project 2 Supervised Learning (Time Series Data)/178 Reducing Data.en.srt
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12 Milestone Project 2 Supervised Learning (Time Series Data)/179 RandomizedSearchCV.en.srt
12.65KB
12 Milestone Project 2 Supervised Learning (Time Series Data)/179 RandomizedSearchCV.mp4
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12 Milestone Project 2 Supervised Learning (Time Series Data)/180 Improving Hyperparameters.en.srt
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12 Milestone Project 2 Supervised Learning (Time Series Data)/180 Improving Hyperparameters.mp4
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12 Milestone Project 2 Supervised Learning (Time Series Data)/181 Preproccessing Our Data.en.srt
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12 Milestone Project 2 Supervised Learning (Time Series Data)/181 Preproccessing Our Data.mp4
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12 Milestone Project 2 Supervised Learning (Time Series Data)/182 Making Predictions.en.srt
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12 Milestone Project 2 Supervised Learning (Time Series Data)/182 Making Predictions.mp4
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12 Milestone Project 2 Supervised Learning (Time Series Data)/183 Feature Importance.en.srt
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13 Data Engineering/184 Data Engineering Introduction.en.srt
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13 Data Engineering/184 Data Engineering Introduction.mp4
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13 Data Engineering/187 What Is A Data Engineer 2.en.srt
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13 Data Engineering/187 What Is A Data Engineer 2.mp4
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13 Data Engineering/188 What Is A Data Engineer 3.mp4
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13 Data Engineering/189 What Is A Data Engineer 4.en.srt
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13 Data Engineering/190 Types Of Databases.en.srt
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13 Data Engineering/190 Types Of Databases.mp4
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13 Data Engineering/191 Quick Note Upcoming Video.html
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13 Data Engineering/192 Optional OLTP Databases.en.srt
12.11KB
13 Data Engineering/192 Optional OLTP Databases.mp4
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13 Data Engineering/194 Hadoop HDFS and MapReduce.en.srt
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13 Data Engineering/195 Apache Spark and Apache Flink.en.srt
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13 Data Engineering/195 Apache Spark and Apache Flink.mp4
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13 Data Engineering/196 Kafka and Stream Processing.en.srt
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14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/197 Section Overview.en.srt
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14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/200 Setting Up Google Colab.en.srt
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14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/215 Preprocess Images 2.en.srt
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17 Learn Python/280 Augmented Assignment Operator.en.srt
2.95KB
17 Learn Python/280 Augmented Assignment Operator.mp4
15.32MB
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17 Learn Python/281 Strings.en.srt
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17 Learn Python/281 Strings.mp4
30.98MB
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17 Learn Python/282 String Concatenation.en.srt
1.42KB
17 Learn Python/282 String Concatenation.mp4
7.34MB
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17 Learn Python/283 Type Conversion.en.srt
3.09KB
17 Learn Python/283 Type Conversion.mp4
18.99MB
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17 Learn Python/284 Escape Sequences.en.srt
5.01KB
17 Learn Python/284 Escape Sequences.mp4
23.15MB
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17 Learn Python/285 Formatted Strings.en.srt
8.84KB
17 Learn Python/285 Formatted Strings.mp4
49.25MB
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17 Learn Python/286 String Indexes.en.srt
9.21KB
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49.15MB
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17 Learn Python/287 Immutability.en.srt
3.5KB
17 Learn Python/287 Immutability.mp4
20.8MB
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17 Learn Python/288 Built-In Functions Methods.en.srt
10.27KB
17 Learn Python/288 Built-In Functions Methods.mp4
69.39MB
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17 Learn Python/289 Booleans.en.srt
3.94KB
17 Learn Python/289 Booleans.mp4
16.55MB
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17 Learn Python/290 Exercise Type Conversion.en.srt
8.58KB
17 Learn Python/290 Exercise Type Conversion.mp4
50.34MB
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17 Learn Python/291 DEVELOPER FUNDAMENTALS II.en.srt
5.3KB
17 Learn Python/291 DEVELOPER FUNDAMENTALS II.mp4
29.25MB
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17 Learn Python/292 Exercise Password Checker.en.srt
7.89KB
17 Learn Python/292 Exercise Password Checker.mp4
51.09MB
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17 Learn Python/293 Lists.en.srt
5.57KB
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21.96MB
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17 Learn Python/294 List Slicing.en.srt
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17 Learn Python/294 List Slicing.mp4
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17 Learn Python/295 Matrix.en.srt
4.13KB
17 Learn Python/295 Matrix.mp4
19.15MB
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17 Learn Python/296 List Methods.en.srt
10.75KB
17 Learn Python/296 List Methods.mp4
61.75MB
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17 Learn Python/297 List Methods 2.en.srt
4.48KB
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27.4MB
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17 Learn Python/298 List Methods 3.en.srt
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17 Learn Python/299 Common List Patterns.en.srt
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17 Learn Python/301 None.en.srt
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17 Learn Python/302 Dictionaries.en.srt
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17 Learn Python/303 DEVELOPER FUNDAMENTALS III.en.srt
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17 Learn Python/304 Dictionary Keys.en.srt
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17 Learn Python/305 Dictionary Methods.en.srt
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17 Learn Python/306 Dictionary Methods 2.en.srt
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17 Learn Python/307 Tuples.en.srt
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17 Learn Python/309 Sets.en.srt
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17 Learn Python/310 Sets 2.en.srt
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17 Learn Python/external-assets-links.txt
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18 Learn Python Part 2/311 Breaking The Flow.en.srt
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18 Learn Python Part 2/312 Conditional Logic.en.srt
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18 Learn Python Part 2/313 Indentation In Python.en.srt
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18 Learn Python Part 2/314 Truthy vs Falsey.en.srt
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18 Learn Python Part 2/315 Ternary Operator.en.srt
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18 Learn Python Part 2/315 Ternary Operator.mp4
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18 Learn Python Part 2/316 Short Circuiting.en.srt
4.47KB
18 Learn Python Part 2/316 Short Circuiting.mp4
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18 Learn Python Part 2/317 Logical Operators.en.srt
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18 Learn Python Part 2/317 Logical Operators.mp4
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18 Learn Python Part 2/318 Exercise Logical Operators.en.srt
8.4KB
18 Learn Python Part 2/318 Exercise Logical Operators.mp4
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18 Learn Python Part 2/319 is vs.en.srt
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18 Learn Python Part 2/319 is vs.mp4
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18 Learn Python Part 2/320 For Loops.en.srt
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18 Learn Python Part 2/320 For Loops.mp4
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18 Learn Python Part 2/321 Iterables.en.srt
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18 Learn Python Part 2/321 Iterables.mp4
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18 Learn Python Part 2/322 Exercise Tricky Counter.en.srt
3.58KB
18 Learn Python Part 2/322 Exercise Tricky Counter.mp4
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18 Learn Python Part 2/323 range().en.srt
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18 Learn Python Part 2/323 range().mp4
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18 Learn Python Part 2/324 enumerate().en.srt
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18 Learn Python Part 2/324 enumerate().mp4
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18 Learn Python Part 2/325 While Loops.en.srt
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18 Learn Python Part 2/325 While Loops.mp4
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18 Learn Python Part 2/326 While Loops 2.en.srt
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18 Learn Python Part 2/326 While Loops 2.mp4
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18 Learn Python Part 2/327 break continue pass.en.srt
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18 Learn Python Part 2/327 break continue pass.mp4
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18 Learn Python Part 2/328 Our First GUI.en.srt
10.37KB
18 Learn Python Part 2/328 Our First GUI.mp4
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18 Learn Python Part 2/329 DEVELOPER FUNDAMENTALS IV.en.srt
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18 Learn Python Part 2/329 DEVELOPER FUNDAMENTALS IV.mp4
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18 Learn Python Part 2/330 Exercise Find Duplicates.en.srt
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18 Learn Python Part 2/330 Exercise Find Duplicates.mp4
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18 Learn Python Part 2/331 Functions.en.srt
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18 Learn Python Part 2/331 Functions.mp4
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18 Learn Python Part 2/332 Parameters and Arguments.en.srt
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18 Learn Python Part 2/332 Parameters and Arguments.mp4
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18 Learn Python Part 2/333 Default Parameters and Keyword Arguments.en.srt
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18 Learn Python Part 2/333 Default Parameters and Keyword Arguments.mp4
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18 Learn Python Part 2/334 return.en.srt
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18 Learn Python Part 2/334 return.mp4
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18 Learn Python Part 2/335 Exercise Tesla.html
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18 Learn Python Part 2/336 Methods vs Functions.en.srt
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18 Learn Python Part 2/336 Methods vs Functions.mp4
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18 Learn Python Part 2/337 Docstrings.mp4
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18 Learn Python Part 2/338 Clean Code.en.srt
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18 Learn Python Part 2/338 Clean Code.mp4
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18 Learn Python Part 2/339 args and kwargs.mp4
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18 Learn Python Part 2/340 Exercise Functions.en.srt
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18 Learn Python Part 2/341 Scope.en.srt
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18 Learn Python Part 2/341 Scope.mp4
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18 Learn Python Part 2/342 Scope Rules.mp4
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18 Learn Python Part 2/343 global Keyword.en.srt
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18 Learn Python Part 2/343 global Keyword.mp4
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18 Learn Python Part 2/344 nonlocal Keyword.en.srt
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18 Learn Python Part 2/344 nonlocal Keyword.mp4
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18 Learn Python Part 2/345 Why Do We Need Scope.en.srt
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18 Learn Python Part 2/345 Why Do We Need Scope.mp4
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18 Learn Python Part 2/346 Pure Functions.en.srt
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18 Learn Python Part 2/346 Pure Functions.mp4
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18 Learn Python Part 2/347 map().en.srt
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18 Learn Python Part 2/347 map().mp4
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18 Learn Python Part 2/348 filter().en.srt
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18 Learn Python Part 2/348 filter().mp4
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18 Learn Python Part 2/349 zip().en.srt
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18 Learn Python Part 2/349 zip().mp4
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18 Learn Python Part 2/350 reduce().en.srt
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18 Learn Python Part 2/350 reduce().mp4
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18 Learn Python Part 2/351 List Comprehensions.en.srt
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18 Learn Python Part 2/351 List Comprehensions.mp4
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18 Learn Python Part 2/352 Set Comprehensions.en.srt
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18 Learn Python Part 2/352 Set Comprehensions.mp4
35.37MB
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18 Learn Python Part 2/353 Exercise Comprehensions.en.srt
4.94KB
18 Learn Python Part 2/353 Exercise Comprehensions.mp4
21.96MB
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18 Learn Python Part 2/354 Python Exam Testing Your Understanding.html
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18 Learn Python Part 2/355 Modules in Python.en.srt
12.67KB
18 Learn Python Part 2/355 Modules in Python.mp4
82.18MB
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18 Learn Python Part 2/356 Quick Note Upcoming Videos.html
1.28KB
18 Learn Python Part 2/357 Optional PyCharm.en.srt
10.51KB
18 Learn Python Part 2/357 Optional PyCharm.mp4
53.06MB
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18 Learn Python Part 2/358 Packages in Python.en.srt
12.45KB
18 Learn Python Part 2/358 Packages in Python.mp4
72.42MB
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18 Learn Python Part 2/359 Different Ways To Import.en.srt
7.49KB
18 Learn Python Part 2/359 Different Ways To Import.mp4
47.96MB
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18 Learn Python Part 2/360 Next Steps.html
1.77KB
18 Learn Python Part 2/external-assets-links.txt
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19 Bonus Learn Advanced Statistics and Mathematics for FREE/361 Statistics and Mathematics.html
1.54KB
20 Where To Go From Here/362 Become An Alumni.html
2.56KB
20 Where To Go From Here/363 Thank You.en.srt
3.64KB
20 Where To Go From Here/363 Thank You.mp4
11.11MB
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21 Extras/364 Bonus Special Thank You Gift.html
2.44KB
[FreeCourseLab.me].url
126B