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01 Introduction,001 Welcome.mp4 14.57MB

01 Introduction,002 Section Introduction.mp4 20.62MB

01 Introduction,003 Course Introduction.mp4 8.46MB

01 Introduction,004 Skills Needed for Course.mp4 3.23MB

01 Introduction,005 Scaling Out Instead of Up.mp4 9.29MB

01 Introduction,006 Googles Big Data Stack.mp4 4.35MB

01 Introduction,007 The Artificial Intelligence Hierarchy.mp4 5.82MB

01 Introduction,008 Demo Creating an Account on Googles Cloud.mp4 14.32MB

01 Introduction,009 Section Summary.mp4 7.10MB

02 BigQuery Fundamentals,001 Section Introduction.mp4 6.43MB

02 BigQuery Fundamentals,002 BigQuery Defined.mp4 5.96MB

02 BigQuery Fundamentals,003 Structured Data Storage.mp4 3.91MB

02 BigQuery Fundamentals,004 Parallel Execution.mp4 3.66MB

02 BigQuery Fundamentals,005 Demo WebUI.mp4 17.71MB

02 BigQuery Fundamentals,006 What BigQuery Isnt.mp4 5.22MB

02 BigQuery Fundamentals,007 BigQuery Technology Stack.mp4 4.68MB

02 BigQuery Fundamentals,008 Demo Navigation Basics.mp4 16.02MB

02 BigQuery Fundamentals,008 Queries in Lecture.Queries in Lecture 335.00Bytes

02 BigQuery Fundamentals,009 Section Summary.mp4 6.61MB

03 An Introduction to Applied Machine Learning,001 Section Introduction.mp4 4.95MB

03 An Introduction to Applied Machine Learning,002 Careers The Big 3.mp4 6.94MB

03 An Introduction to Applied Machine Learning,003 Applied Machine Learning.mp4 5.16MB

03 An Introduction to Applied Machine Learning,004 Machine Learning Types.mp4 3.75MB

03 An Introduction to Applied Machine Learning,005 Machine Learning Process.mp4 5.90MB

03 An Introduction to Applied Machine Learning,006 The Array.mp4 5.18MB

03 An Introduction to Applied Machine Learning,007 Python.mp4 9.57MB

03 An Introduction to Applied Machine Learning,008 Demo Install Python on Windows.mp4 4.90MB

03 An Introduction to Applied Machine Learning,009 Demo Install Python on a Mac.mp4 11.48MB

03 An Introduction to Applied Machine Learning,010 Demo Basic Jupyter Notebook Navigation.mp4 16.20MB

03 An Introduction to Applied Machine Learning,010 Notebook in Lecture.Notebook in Lecture 12.79KB

03 An Introduction to Applied Machine Learning,011 Section Summary.mp4 15.41MB

04 The Machine Learning Libraries,001 Section Introduction.mp4 4.80MB

04 The Machine Learning Libraries,002 Core Machine Learning Libraries.mp4 4.18MB

04 The Machine Learning Libraries,003 Demo The Core Machine Learning Libraries.mp4 21.53MB

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

04 The Machine Learning Libraries,004 Queries in acloud dataset.Queries in acloud dataset 547.00Bytes

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

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

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

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

05 Classification and Regression,001 Section Introduction.mp4 3.13MB

05 Classification and Regression,002 Linear Regression.mp4 3.51MB

05 Classification and Regression,003 Demo Linear Regression.mp4 6.82MB

05 Classification and Regression,003 Notebook in Lecture.Notebook in Lecture 20.01KB

05 Classification and Regression,003 Student Scores CSV.Student Scores CSV 214.00Bytes

05 Classification and Regression,004 Classification.mp4 2.40MB

05 Classification and Regression,005 Demo Binary Classification.mp4 11.81MB

05 Classification and Regression,005 Notebook in Lecture.Notebook in Lecture 9.58KB

05 Classification and Regression,006 Artificial Neural Networks.mp4 9.29MB

05 Classification and Regression,007 Demo Artificial Neural Networks.mp4 15.53MB

05 Classification and Regression,007 Notebook in Lecture.Notebook in Lecture 25.54KB

05 Classification and Regression,007 Pima.csv 23.30KB

05 Classification and Regression,007 Pima.txt File 23.48KB

05 Classification and Regression,008 Section Summary.mp4 6.91MB

06 Machine Learning with BigQuery,001 Section Introduction.mp4 4.99MB

06 Machine Learning with BigQuery,002 Datasets and Tables.mp4 9.74MB

06 Machine Learning with BigQuery,003 Demo Datasets and Tables.mp4 11.32MB

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

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

06 Machine Learning with BigQuery,006 Demo Modeling the Titanic Dataset on Cloud Datalab.mp4 9.63MB

06 Machine Learning with BigQuery,007 Demo Modeling the Iris Dataset on Cloud Datalab.mp4 20.06MB

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

06 Machine Learning with BigQuery,009 BigQuery ML.mp4 3.43MB

06 Machine Learning with BigQuery,010 Demo BigQuery ML Binary Logistic Regression.mp4 12.50MB

06 Machine Learning with BigQuery,010 Model Creation Queries.Model Creation Queries 528.00Bytes

06 Machine Learning with BigQuery,011 Demo BigQuery ML Linear Regression.mp4 14.50MB

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

06 Machine Learning with BigQuery,013 Demo gsutil Navigation Basics.mp4 14.60MB

06 Machine Learning with BigQuery,013 gsutil Commands.gsutil Commands 502.00Bytes

06 Machine Learning with BigQuery,014 AdventureWorks2014 Database.AdventureWorks2014 Database 42.80MB

06 Machine Learning with BigQuery,014 Demo Segmenting Datasets.mp4 28.60MB

06 Machine Learning with BigQuery,014 Download SQL Server Trial Version.txt 64.00Bytes

06 Machine Learning with BigQuery,014 SQL Queries for Segmentation.SQL Queries for Segmentation 292.00Bytes

06 Machine Learning with BigQuery,015 Section Summary.mp4 22.99MB

06 Machine Learning with BigQuery,016 Thank You and Good Luck.mp4 13.34MB