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01 Introduction/001 Welcome.mp4
14.57MB
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01 Introduction/002 Section Introduction.mp4
20.62MB
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01 Introduction/003 Course Introduction.mp4
8.46MB
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01 Introduction/004 Skills Needed for Course.mp4
3.23MB
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01 Introduction/005 Scaling Out Instead of Up.mp4
9.29MB
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01 Introduction/006 Googles Big Data Stack.mp4
4.35MB
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01 Introduction/007 The Artificial Intelligence Hierarchy.mp4
5.82MB
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01 Introduction/008 Demo Creating an Account on Googles Cloud.mp4
14.32MB
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01 Introduction/009 Section Summary.mp4
7.1MB
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02 BigQuery Fundamentals/001 Section Introduction.mp4
6.43MB
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02 BigQuery Fundamentals/002 BigQuery Defined.mp4
5.96MB
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02 BigQuery Fundamentals/003 Structured Data Storage.mp4
3.91MB
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02 BigQuery Fundamentals/004 Parallel Execution.mp4
3.66MB
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02 BigQuery Fundamentals/005 Demo WebUI.mp4
17.71MB
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02 BigQuery Fundamentals/006 What BigQuery Isnt.mp4
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02 BigQuery Fundamentals/007 BigQuery Technology Stack.mp4
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02 BigQuery Fundamentals/009 Section Summary.mp4
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03 An Introduction to Applied Machine Learning/004 Machine Learning Types.mp4
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03 An Introduction to Applied Machine Learning/007 Python.mp4
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03 An Introduction to Applied Machine Learning/010 Notebook in Lecture.Notebook in Lecture
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03 An Introduction to Applied Machine Learning/011 Section Summary.mp4
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04 The Machine Learning Libraries/001 Section Introduction.mp4
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04 The Machine Learning Libraries/002 Core Machine Learning Libraries.mp4
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04 The Machine Learning Libraries/003 Demo The Core Machine Learning Libraries.mp4
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04 The Machine Learning Libraries/003 Notebook in Lecture.Notebook in Lecture
12.79KB
04 The Machine Learning Libraries/004 Demo Sourcing Data.mp4
17.48MB
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04 The Machine Learning Libraries/004 Queries in acloud dataset.Queries in acloud dataset
547B
04 The Machine Learning Libraries/004 acloud SQL Server Database.acloud SQL Server Database
3.61MB
04 The Machine Learning Libraries/005 Demo Data Exploration.mp4
14.35MB
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04 The Machine Learning Libraries/005 Notebook in Lecture.Notebook in Lecture
9.37KB
04 The Machine Learning Libraries/005 Titanic.csv
59.76KB
04 The Machine Learning Libraries/006 Demo Data Wrangling.mp4
16.13MB
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04 The Machine Learning Libraries/006 Notebook in Lecture.Notebook in Lecture
17.48KB
04 The Machine Learning Libraries/006 TItanic CSV File.TItanic CSV File
59.76KB
04 The Machine Learning Libraries/007 Demo Modeling.mp4
12.71MB
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04 The Machine Learning Libraries/007 Notebook in Lecture.Notebook in Lecture
5.59KB
04 The Machine Learning Libraries/008 Section Review.mp4
6.38MB
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05 Classification and Regression/001 Section Introduction.mp4
3.13MB
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05 Classification and Regression/002 Linear Regression.mp4
3.51MB
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05 Classification and Regression/003 Demo Linear Regression.mp4
6.82MB
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05 Classification and Regression/003 Notebook in Lecture.Notebook in Lecture
20.01KB
05 Classification and Regression/003 Student Scores CSV.Student Scores CSV
214B
05 Classification and Regression/004 Classification.mp4
2.4MB
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05 Classification and Regression/005 Demo Binary Classification.mp4
11.81MB
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05 Classification and Regression/005 Notebook in Lecture.Notebook in Lecture
9.58KB
05 Classification and Regression/006 Artificial Neural Networks.mp4
9.29MB
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05 Classification and Regression/007 Demo Artificial Neural Networks.mp4
15.53MB
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05 Classification and Regression/007 Notebook in Lecture.Notebook in Lecture
25.54KB
05 Classification and Regression/007 Pima.csv
23.3KB
05 Classification and Regression/007 Pima.txt File
23.48KB
05 Classification and Regression/008 Section Summary.mp4
6.91MB
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06 Machine Learning with BigQuery/001 Section Introduction.mp4
4.99MB
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06 Machine Learning with BigQuery/002 Datasets and Tables.mp4
9.74MB
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06 Machine Learning with BigQuery/003 Demo Datasets and Tables.mp4
11.32MB
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06 Machine Learning with BigQuery/003 Titanic CSV File.Titanic CSV File
59.76KB
06 Machine Learning with BigQuery/004 Demo Data Wrangling in BigQuery.mp4
23.32MB
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06 Machine Learning with BigQuery/004 Iris Text File.Iris Text File
4.65KB
06 Machine Learning with BigQuery/005 Demo Cloud Datalab.mp4
7.58MB
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06 Machine Learning with BigQuery/006 Demo Modeling the Titanic Dataset on Cloud Datalab.mp4
9.63MB
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06 Machine Learning with BigQuery/007 Demo Modeling the Iris Dataset on Cloud Datalab.mp4
20.06MB
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06 Machine Learning with BigQuery/007 Iris Dataset in Text File.Iris Dataset in Text File
4.65KB
06 Machine Learning with BigQuery/007 Notebook in Lecture.Notebook in Lecture
7.33KB
06 Machine Learning with BigQuery/008 Demo Scale Cloud Datalab.mp4
6.91MB
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06 Machine Learning with BigQuery/009 BigQuery ML.mp4
3.43MB
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06 Machine Learning with BigQuery/010 Demo BigQuery ML Binary Logistic Regression.mp4
12.5MB
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06 Machine Learning with BigQuery/010 Model Creation Queries.Model Creation Queries
528B
06 Machine Learning with BigQuery/011 Demo BigQuery ML Linear Regression.mp4
14.5MB
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06 Machine Learning with BigQuery/011 Model Creation Queries.Model Creation Queries
1.02KB
06 Machine Learning with BigQuery/012 Demo Installing Google Cloud SDK.mp4
12.13MB
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06 Machine Learning with BigQuery/013 Demo gsutil Navigation Basics.mp4
14.6MB
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06 Machine Learning with BigQuery/013 gsutil Commands.gsutil Commands
502B
06 Machine Learning with BigQuery/014 AdventureWorks2014 Database.AdventureWorks2014 Database
42.8MB
06 Machine Learning with BigQuery/014 Demo Segmenting Datasets.mp4
28.6MB
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06 Machine Learning with BigQuery/014 Download SQL Server Trial Version.txt
64B
06 Machine Learning with BigQuery/014 SQL Queries for Segmentation.SQL Queries for Segmentation
292B
06 Machine Learning with BigQuery/015 Section Summary.mp4
22.99MB
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06 Machine Learning with BigQuery/016 Thank You and Good Luck.mp4
13.34MB
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