[FreeCourseLab.me] Udemy - Complete Machine Learning and Data Science Zero to Mastery

Torrent Hash:
126B985AC79104415C836DFAC72CEB34D7C4BE57
Number of Files:
709
Content Size:
19.23GB
Convert On:
2020-10-02
Magnet Link:
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File Name
Size
01 Introduction/001 Course Outline.en.srt
8.85KB
01 Introduction/001 Course Outline.mp4
77.26MB
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01 Introduction/002 Join Our Online Classroom.html
3.15KB
01 Introduction/003 Exercise Meet The Community.html
3.36KB
01 Introduction/004 Your First Day.en.srt
5.27KB
01 Introduction/004 Your First Day.mp4
27.92MB
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02 Machine Learning 101/005 What Is Machine Learning.en.srt
8.67KB
02 Machine Learning 101/005 What Is Machine Learning.mp4
28.33MB
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02 Machine Learning 101/006 AIMachine LearningData Science.en.srt
6.36KB
02 Machine Learning 101/006 AIMachine LearningData Science.mp4
19.67MB
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02 Machine Learning 101/007 Exercise Machine Learning Playground.en.srt
8.09KB
02 Machine Learning 101/007 Exercise Machine Learning Playground.mp4
42.59MB
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02 Machine Learning 101/008 How Did We Get Here.en.srt
7.07KB
02 Machine Learning 101/008 How Did We Get Here.mp4
30.5MB
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02 Machine Learning 101/009 Exercise YouTube Recommendation Engine.en.srt
5.65KB
02 Machine Learning 101/009 Exercise YouTube Recommendation Engine.mp4
19.43MB
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02 Machine Learning 101/010 Types of Machine Learning.en.srt
5.27KB
02 Machine Learning 101/010 Types of Machine Learning.mp4
22.75MB
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02 Machine Learning 101/011 Are You Getting It Yet.html
1023B
02 Machine Learning 101/012 What Is Machine Learning Round 2.en.srt
6.07KB
02 Machine Learning 101/012 What Is Machine Learning Round 2.mp4
25.51MB
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02 Machine Learning 101/013 Section Review.en.srt
2.34KB
02 Machine Learning 101/013 Section Review.mp4
5.56MB
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02 Machine Learning 101/external-assets-links.txt
125B
03 Machine Learning and Data Science Framework/014 Section Overview.en.srt
4.65KB
03 Machine Learning and Data Science Framework/014 Section Overview.mp4
13.35MB
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03 Machine Learning and Data Science Framework/015 Introducing Our Framework.en.srt
3.7KB
03 Machine Learning and Data Science Framework/015 Introducing Our Framework.mp4
11.38MB
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03 Machine Learning and Data Science Framework/016 6 Step Machine Learning Framework.en.srt
6.63KB
03 Machine Learning and Data Science Framework/016 6 Step Machine Learning Framework.mp4
23.46MB
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03 Machine Learning and Data Science Framework/017 Types of Machine Learning Problems.en.srt
13.98KB
03 Machine Learning and Data Science Framework/017 Types of Machine Learning Problems.mp4
60.5MB
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03 Machine Learning and Data Science Framework/018 Types of Data.en.srt
6.52KB
03 Machine Learning and Data Science Framework/018 Types of Data.mp4
29.32MB
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03 Machine Learning and Data Science Framework/019 Types of Evaluation.en.srt
4.33KB
03 Machine Learning and Data Science Framework/019 Types of Evaluation.mp4
17.75MB
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03 Machine Learning and Data Science Framework/020 Features In Data.en.srt
6.75KB
03 Machine Learning and Data Science Framework/020 Features In Data.mp4
36.78MB
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03 Machine Learning and Data Science Framework/021 Modelling - Splitting Data.en.srt
7.71KB
03 Machine Learning and Data Science Framework/021 Modelling - Splitting Data.mp4
27.51MB
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03 Machine Learning and Data Science Framework/022 Modelling - Picking the Model.en.srt
6.21KB
03 Machine Learning and Data Science Framework/022 Modelling - Picking the Model.mp4
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03 Machine Learning and Data Science Framework/023 Modelling - Tuning.en.srt
4.86KB
03 Machine Learning and Data Science Framework/023 Modelling - Tuning.mp4
15.98MB
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03 Machine Learning and Data Science Framework/024 Modelling - Comparison.en.srt
13.09KB
03 Machine Learning and Data Science Framework/024 Modelling - Comparison.mp4
44.88MB
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03 Machine Learning and Data Science Framework/025 Overfitting and Underfitting Definitions.html
2.6KB
03 Machine Learning and Data Science Framework/026 Experimentation.en.srt
4.98KB
03 Machine Learning and Data Science Framework/026 Experimentation.mp4
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03 Machine Learning and Data Science Framework/027 Tools We Will Use.en.srt
5.99KB
03 Machine Learning and Data Science Framework/027 Tools We Will Use.mp4
27.33MB
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03 Machine Learning and Data Science Framework/028 Optional Elements of AI.html
1.8KB
03 Machine Learning and Data Science Framework/external-assets-links.txt
155B
04 The 2 Paths/029 The 2 Paths.en.srt
4.71KB
04 The 2 Paths/029 The 2 Paths.mp4
9.75MB
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04 The 2 Paths/030 Python Machine Learning Monthly.html
1.57KB
05 Data Science Environment Setup/031 Section Overview.en.srt
2.12KB
05 Data Science Environment Setup/031 Section Overview.mp4
6.03MB
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05 Data Science Environment Setup/032 Introducing Our Tools.en.srt
4.34KB
05 Data Science Environment Setup/032 Introducing Our Tools.mp4
19.29MB
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05 Data Science Environment Setup/033 What is Conda.en.srt
3.41KB
05 Data Science Environment Setup/033 What is Conda.mp4
12.48MB
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05 Data Science Environment Setup/033 conda-cheatsheet.pdf
201.29KB
05 Data Science Environment Setup/034 Conda Environments.en.srt
6.15KB
05 Data Science Environment Setup/034 Conda Environments.mp4
30.56MB
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05 Data Science Environment Setup/035 Mac Environment Setup.en.srt
23.93KB
05 Data Science Environment Setup/035 Mac Environment Setup.mp4
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05 Data Science Environment Setup/036 Mac Environment Setup 2.en.srt
20.69KB
05 Data Science Environment Setup/036 Mac Environment Setup 2.mp4
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05 Data Science Environment Setup/037 Windows Environment Setup.en.srt
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05 Data Science Environment Setup/037 Windows Environment Setup.mp4
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05 Data Science Environment Setup/038 Windows Environment Setup 2.en.srt
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05 Data Science Environment Setup/038 Windows Environment Setup 2.mp4
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05 Data Science Environment Setup/039 Linux Environment Setup.html
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05 Data Science Environment Setup/040 Sharing your Conda Environment.html
3.26KB
05 Data Science Environment Setup/041 6-step-ml-framework.png
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05 Data Science Environment Setup/041 Jupyter Notebook Walkthrough.en.srt
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05 Data Science Environment Setup/041 Jupyter Notebook Walkthrough.mp4
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05 Data Science Environment Setup/041 heart-disease.csv
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05 Data Science Environment Setup/042 Jupyter Notebook Walkthrough 2.en.srt
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11.49KB
05 Data Science Environment Setup/043 Jupyter Notebook Walkthrough 3.mp4
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09 Scikit-learn Creating Machine Learning Models/103 scikit-learn-data.zip
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09 Scikit-learn Creating Machine Learning Models/104 Quick Tip Clean Transform Reduce.en.srt
6.42KB
09 Scikit-learn Creating Machine Learning Models/104 Quick Tip Clean Transform Reduce.mp4
16.53MB
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09 Scikit-learn Creating Machine Learning Models/105 Getting Your Data Ready Convert Data To Numbers.en.srt
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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
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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
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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
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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/123 Evaluating A Classification Model 4 (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/131 Evaluating A Model With Scikit-learn Functions.en.srt
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09 Scikit-learn Creating Machine Learning Models/132 Improving A Machine Learning Model.en.srt
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09 Scikit-learn Creating Machine Learning Models/133 Tuning Hyperparameters.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/140 Putting It All Together 2.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)/161 Evaluating Our Model 3.en.srt
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11 Milestone Project 1 Supervised Learning (Classification)/162 Finding The Most Important Features.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)/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)/177 Custom Evaluation Function.en.srt
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12 Milestone Project 2 Supervised Learning (Time Series Data)/177 Custom Evaluation Function.mp4
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12 Milestone Project 2 Supervised Learning (Time Series Data)/178 Reducing Data.en.srt
14.62KB
12 Milestone Project 2 Supervised Learning (Time Series Data)/178 Reducing Data.mp4
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12 Milestone Project 2 Supervised Learning (Time Series Data)/179 RandomizedSearchCV.en.srt
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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)/183 Feature Importance.en.srt
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13 Data Engineering/184 Data Engineering Introduction.en.srt
4.25KB
13 Data Engineering/184 Data Engineering Introduction.mp4
13.5MB
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13 Data Engineering/185 What Is Data.en.srt
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13 Data Engineering/186 What Is A Data Engineer.en.srt
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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/189 What Is A Data Engineer 4.mp4
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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/193 Optional Learn SQL.html
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13 Data Engineering/194 Hadoop HDFS and MapReduce.en.srt
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13 Data Engineering/194 Hadoop HDFS and MapReduce.mp4
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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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17 Learn Python/279 Expressions vs Statements.en.srt
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17 Learn Python/280 Augmented Assignment Operator.en.srt
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17 Learn Python/281 Strings.en.srt
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17 Learn Python/282 String Concatenation.en.srt
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17 Learn Python/283 Type Conversion.en.srt
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17 Learn Python/284 Escape Sequences.en.srt
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17 Learn Python/285 Formatted Strings.en.srt
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17 Learn Python/286 String Indexes.en.srt
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17 Learn Python/287 Immutability.en.srt
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17 Learn Python/288 Built-In Functions Methods.en.srt
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17 Learn Python/289 Booleans.en.srt
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17 Learn Python/290 Exercise Type Conversion.en.srt
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17 Learn Python/291 DEVELOPER FUNDAMENTALS II.en.srt
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17 Learn Python/292 Exercise Password Checker.en.srt
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17 Learn Python/293 Lists.en.srt
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17 Learn Python/294 List Slicing.en.srt
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17 Learn Python/295 Matrix.en.srt
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17 Learn Python/296 List Methods.en.srt
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17 Learn Python/297 List Methods 2.en.srt
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17 Learn Python/300 List Unpacking.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/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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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 2/314 Truthy vs Falsey.mp4
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18 Learn Python Part 2/315 Ternary Operator.en.srt
4.81KB
18 Learn Python Part 2/315 Ternary Operator.mp4
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18 Learn Python Part 2/316 Short Circuiting.en.srt
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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
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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.en.srt
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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.en.srt
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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
53.34MB
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18 Learn Python Part 2/352 Set Comprehensions.en.srt
6.58KB
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
1.97KB
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
615B
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

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