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1. AWS EC2 Set-up Guide.mp4
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MP4
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5.3 MB
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1. AWS EC2 Set-up Guide.vtt
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VTT
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3.9 KB
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1. AWS EMR Setup.mp4
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MP4
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45.3 MB
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1. AWS EMR Setup.vtt
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VTT
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23.1 KB
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1. Bonus Lecture Coupons.html
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HTML
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5.8 KB
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1. DataFrame Project Exercise.mp4
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MP4
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11.9 MB
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1. DataFrame Project Exercise.vtt
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VTT
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4.8 KB
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1. Databricks Setup.mp4
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MP4
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27.6 MB
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1. Databricks Setup.vtt
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VTT
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16.5 KB
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1. Introduction to Machine Learning and ISLR.mp4
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MP4
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18.9 MB
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1. Introduction to Machine Learning and ISLR.vtt
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VTT
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15.4 KB
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1. Introduction to Natural Language Processing.mp4
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MP4
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14.3 MB
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1. Introduction to Natural Language Processing.vtt
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VTT
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11.7 KB
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1. Introduction to Python Crash Course.mp4
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MP4
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3.1 MB
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1. Introduction to Python Crash Course.vtt
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VTT
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2.1 KB
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1. Introduction to Recommender Systems.mp4
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MP4
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12.7 MB
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1. Introduction to Recommender Systems.vtt
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VTT
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8.9 KB
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1. Introduction to Spark DataFrames.mp4
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MP4
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4.7 MB
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1. Introduction to Spark DataFrames.vtt
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VTT
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3.2 KB
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1. Introduction to Streaming with Spark!.mp4
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MP4
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32.6 MB
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1. Introduction to Streaming with Spark!.vtt
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VTT
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15.4 KB
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1. Introduction.mp4
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MP4
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11.6 MB
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1. Introduction.vtt
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VTT
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4 KB
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1. K-means Clustering Theory and Reading.mp4
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MP4
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12.9 MB
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1. K-means Clustering Theory and Reading.vtt
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VTT
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9.4 KB
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1. Linear Regression Theory and Reading.mp4
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MP4
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9.9 MB
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1. Linear Regression Theory and Reading.vtt
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VTT
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7.2 KB
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1. Local Installation VirtualBox Part 1.mp4
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MP4
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37.7 MB
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1. Local Installation VirtualBox Part 1.vtt
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VTT
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15.9 KB
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1. Logistic Regression Theory and Reading.mp4
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MP4
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20.6 MB
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1. Logistic Regression Theory and Reading.vtt
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VTT
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15.6 KB
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1. Set-up Overview.mp4
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MP4
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10.8 MB
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1. Set-up Overview.vtt
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VTT
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9 KB
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1. Tree Methods Theory and Reading.mp4
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MP4
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14.7 MB
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1. Tree Methods Theory and Reading.vtt
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VTT
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10.4 KB
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1.1 NLP Slides.html
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HTML
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204.8 B
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1.1 Recommender Slides.html
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HTML
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204.8 B
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1.1 Slides for Clustering.html
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HTML
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204.8 B
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1.1 Slides for Installation Options Overview.html
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HTML
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204.8 B
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1.1 Slides for Linear Regression.html
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HTML
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204.8 B
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1.1 Slides for Logistic Regression.html
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HTML
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204.8 B
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1.1 Slides for ML Intro.html
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HTML
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204.8 B
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1.1 Slides for Python Crash Course.html
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HTML
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204.8 B
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1.1 Slides for Spark DataFrame Basics.html
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HTML
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204.8 B
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1.1 Slides for Tree Methods.html
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HTML
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204.8 B
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1.1 Spark Streaming Slides.html
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HTML
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204.8 B
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1.2 Slides for Installation.html
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HTML
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204.8 B
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2. Course Overview.mp4
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MP4
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14.4 MB
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2. Course Overview.vtt
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VTT
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12.9 KB
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2. Creating the EC2 Instance.mp4
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MP4
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63 MB
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2. Creating the EC2 Instance.vtt
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VTT
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21.2 KB
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2. DataFrame Project Exercise Solutions.mp4
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MP4
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45.1 MB
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2. DataFrame Project Exercise Solutions.vtt
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VTT
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19.6 KB
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2. Jupyter Notebook Overview.mp4
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MP4
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13.2 MB
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2. Jupyter Notebook Overview.vtt
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VTT
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9.9 KB
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2. KMeans Clustering Documentation Example.mp4
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MP4
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20.8 MB
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2. KMeans Clustering Documentation Example.vtt
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VTT
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12.9 KB
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2. Linear Regression Documentation Example.mp4
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MP4
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40.6 MB
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2. Linear Regression Documentation Example.vtt
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VTT
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19.1 KB
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2. Local Installation VirtualBox Part 2.mp4
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MP4
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46.5 MB
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2. Local Installation VirtualBox Part 2.vtt
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VTT
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16.4 KB
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2. Logistic Regression Example Code Along.mp4
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MP4
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53.4 MB
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2. Logistic Regression Example Code Along.vtt
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VTT
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20.6 KB
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2. Machine Learning with Spark and Python with MLlib.mp4
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MP4
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51.3 MB
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2. Machine Learning with Spark and Python with MLlib.vtt
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VTT
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13.9 KB
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2. NLP Tools Part One.mp4
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MP4
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36.2 MB
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2. NLP Tools Part One.vtt
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VTT
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20 KB
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2. Note on Installation Sections.html
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HTML
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307.2 B
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2. Recommender System - Code Along Project.mp4
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MP4
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24.6 MB
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2. Recommender System - Code Along Project.vtt
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VTT
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15.7 KB
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2. Spark DataFrame Basics.mp4
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MP4
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21.1 MB
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2. Spark DataFrame Basics.vtt
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VTT
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14.3 KB
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2. Spark Streaming Documentation Example.mp4
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MP4
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28.6 MB
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2. Spark Streaming Documentation Example.vtt
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VTT
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15.3 KB
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2. Tree Methods Documentation Examples.mp4
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MP4
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34.2 MB
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2. Tree Methods Documentation Examples.vtt
|
VTT
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18.1 KB
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2.1 Python-and-Spark-for-Big-Data-master.zip.zip
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ZIP
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1.7 MB
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2.2 Course Overview Slides.html
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HTML
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204.8 B
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3. Clustering Example Code Along.mp4
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MP4
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27.9 MB
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3. Clustering Example Code Along.vtt
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VTT
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16.3 KB
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3. Decision Tress and Random Forest Code Along Examples.mp4
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MP4
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49.1 MB
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3. Decision Tress and Random Forest Code Along Examples.vtt
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VTT
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26.8 KB
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3. Frequently Asked Questions.html
|
HTML
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409.6 B
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3. Logistic Regression Code Along.mp4
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MP4
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41.5 MB
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3. Logistic Regression Code Along.vtt
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VTT
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24 KB
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3. NLP Tools Part Two.mp4
|
MP4
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18.9 MB
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3. NLP Tools Part Two.vtt
|
VTT
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9.4 KB
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3. Python Crash Course Part One.mp4
|
MP4
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29.5 MB
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3. Python Crash Course Part One.vtt
|
VTT
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20.7 KB
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3. Regression Evaluation.mp4
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MP4
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12 MB
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3. Regression Evaluation.vtt
|
VTT
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9.5 KB
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3. SSH with Mac or Linux.mp4
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MP4
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9.3 MB
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3. SSH with Mac or Linux.vtt
|
VTT
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6.5 KB
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3. Setting up PySpark.mp4
|
MP4
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15.6 MB
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3. Setting up PySpark.vtt
|
VTT
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7.3 KB
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3. Spark DataFrame Basics Part Two.mp4
|
MP4
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19.7 MB
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3. Spark DataFrame Basics Part Two.vtt
|
VTT
|
12.6 KB
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3. Spark Streaming Twitter Project - Part.mp4
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MP4
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11.8 MB
|
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3. Spark Streaming Twitter Project - Part.vtt
|
VTT
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6.4 KB
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3.1 Great Example from Databricks.html
|
HTML
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102.4 B
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3.1 Python-and-Spark-for-Big-Data-master.zip.zip
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ZIP
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1.7 MB
|
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3.2 Explanation of AUC.html
|
HTML
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102.4 B
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4. Clustering Consulting Project.mp4
|
MP4
|
6.6 MB
|
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4. Clustering Consulting Project.vtt
|
VTT
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4.2 KB
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4. Installations on EC2.mp4
|
MP4
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50.4 MB
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4. Installations on EC2.vtt
|
VTT
|
17.7 KB
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4. Linear Regression Example Code Along.mp4
|
MP4
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39.2 MB
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4. Linear Regression Example Code Along.vtt
|
VTT
|
20.3 KB
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4. Logistic Regression Consulting Project.mp4
|
MP4
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6.3 MB
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4. Logistic Regression Consulting Project.vtt
|
VTT
|
4.7 KB
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4. Natural Language Processing Code Along Project.mp4
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MP4
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35.2 MB
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4. Natural Language Processing Code Along Project.vtt
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VTT
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17.2 KB
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4. Python Crash Course Part Two.mp4
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MP4
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22.3 MB
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4. Python Crash Course Part Two.vtt
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VTT
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15.1 KB
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4. Random Forest - Classification Consulting Project.mp4
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MP4
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5.4 MB
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4. Random Forest - Classification Consulting Project.vtt
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VTT
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3.4 KB
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4. Spark DataFrame Basic Operations.mp4
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MP4
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27.6 MB
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4. Spark DataFrame Basic Operations.vtt
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VTT
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14 KB
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4. Spark Streaming Twitter Project - Part Two.mp4
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MP4
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29.3 MB
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4. Spark Streaming Twitter Project - Part Two.vtt
|
VTT
|
15.9 KB
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4. What is Spark Why Python.mp4
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MP4
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48.1 MB
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4. What is Spark Why Python.vtt
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VTT
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26.9 KB
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4.1 Ecommerce_Customers.csv.csv
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CSV
|
84.8 KB
|
|
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4.1 Spark and Python Slides.html
|
HTML
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204.8 B
|
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5. Clustering Consulting Project Solutions.mp4
|
MP4
|
23 MB
|
|
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5. Clustering Consulting Project Solutions.vtt
|
VTT
|
10.1 KB
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5. Groupby and Aggregate Operations.mp4
|
MP4
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28.8 MB
|
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5. Groupby and Aggregate Operations.vtt
|
VTT
|
16.5 KB
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5. Linear Regression Consulting Project.mp4
|
MP4
|
6.8 MB
|
|
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5. Linear Regression Consulting Project.vtt
|
VTT
|
4.3 KB
|
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5. Logistic Regression Consulting Project Solutions.mp4
|
MP4
|
34 MB
|
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5. Logistic Regression Consulting Project Solutions.vtt
|
VTT
|
13.4 KB
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5. Python Crash Course Part Three.mp4
|
MP4
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23.2 MB
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5. Python Crash Course Part Three.vtt
|
VTT
|
14 KB
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5. Random Forest Classification Consulting Project Solutions.mp4
|
MP4
|
15.9 MB
|
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5. Random Forest Classification Consulting Project Solutions.vtt
|
VTT
|
10.3 KB
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5. Spark Streaming Twitter Project - Part Three.mp4
|
MP4
|
55 MB
|
|
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5. Spark Streaming Twitter Project - Part Three.vtt
|
VTT
|
25.5 KB
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6. Linear Regression Consulting Project Solutions.mp4
|
MP4
|
38.8 MB
|
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6. Linear Regression Consulting Project Solutions.vtt
|
VTT
|
19.9 KB
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6. Missing Data.mp4
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MP4
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17.2 MB
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6. Missing Data.vtt
|
VTT
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11.7 KB
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6. Python Crash Course Exercises.mp4
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MP4
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5 MB
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6. Python Crash Course Exercises.vtt
|
VTT
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2.2 KB
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7. Dates and Timestamps.mp4
|
MP4
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24.1 MB
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7. Dates and Timestamps.vtt
|
VTT
|
12.7 KB
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7. Python Crash Course Exercise Solutions.mp4
|
MP4
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25.1 MB
|
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7. Python Crash Course Exercise Solutions.vtt
|
VTT
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11.2 KB
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READ_ME.txt
|
TXT
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409.6 B
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