ACG3 | E421349214C485C8790CF50237996C0F3AE86C7C

ACG3

Name	ACG3	DOWNLOAD Copy Link
Total Size	656.1 MB
Total Files	87
Hash	E421349214C485C8790CF50237996C0F3AE86C7C

/01 Introduction/
001 Welcome.mp4	9.4 MB
002 Section Introduction.mp4	7.2 MB
003 Course Introduction.mp4	8.9 MB
004 Skills Needed for Course.mp4	3.4 MB
005 Scaling Out Instead of Up.mp4	9.7 MB
006 Googles Big Data Stack.mp4	4.6 MB
007 The Artificial Intelligence Hierarchy.mp4	6.1 MB
008 Demo Creating an Account on Googles Cloud.mp4	15.0 MB
009 Section Summary.mp4	7.4 MB
/02 BigQuery Fundamentals/
001 Section Introduction.mp4	6.7 MB
002 BigQuery Defined.mp4	6.3 MB
003 Structured Data Storage.mp4	4.1 MB
004 Parallel Execution.mp4	3.8 MB
005 Demo WebUI.mp4	18.6 MB
006 What BigQuery Isnt.mp4	5.5 MB
007 BigQuery Technology Stack.mp4	4.9 MB
008 Demo Navigation Basics.mp4	16.8 MB
008 Queries in Lecture.Queries in Lecture	0.3 KB
009 Section Summary.mp4	6.9 MB
/03 An Introduction to Applied Machine Learning/
001 Section Introduction.mp4	5.2 MB
002 Careers The Big 3.mp4	7.3 MB
003 Applied Machine Learning.mp4	5.4 MB
004 Machine Learning Types.mp4	3.9 MB
005 Machine Learning Process.mp4	6.2 MB
006 The Array.mp4	5.4 MB
007 Python.mp4	10.0 MB
008 Demo Install Python on Windows.mp4	5.1 MB
009 Demo Install Python on a Mac.mp4	12.0 MB
010 Demo Basic Jupyter Notebook Navigation.mp4	17.0 MB
010 Notebook in Lecture.Notebook in Lecture	13.1 KB
011 Section Summary.mp4	16.2 MB
/04 The Machine Learning Libraries/
001 Section Introduction.mp4	5.0 MB
002 Core Machine Learning Libraries.mp4	4.4 MB
003 Demo The Core Machine Learning Libraries.mp4	22.6 MB
003 Notebook in Lecture.Notebook in Lecture	13.1 KB
004 acloud SQL Server Database.acloud SQL Server Database	3.8 MB
004 Demo Sourcing Data.mp4	18.3 MB
004 Queries in acloud dataset.Queries in acloud dataset	0.5 KB
005 Demo Data Exploration.mp4	15.0 MB
005 Notebook in Lecture.Notebook in Lecture	9.6 KB
005 Titanic.csv	61.2 KB
006 Demo Data Wrangling.mp4	16.9 MB
006 Notebook in Lecture.Notebook in Lecture	17.9 KB
006 TItanic CSV File.TItanic CSV File	61.2 KB
007 Demo Modeling.mp4	13.3 MB
007 Notebook in Lecture.Notebook in Lecture	5.7 KB
008 Section Review.mp4	6.7 MB
/05 Classification and Regression/
001 Section Introduction.mp4	3.3 MB
002 Linear Regression.mp4	3.7 MB
003 Demo Linear Regression.mp4	7.1 MB
003 Notebook in Lecture.Notebook in Lecture	20.5 KB
003 Student Scores CSV.Student Scores CSV	0.2 KB
004 Classification.mp4	2.5 MB
005 Demo Binary Classification.mp4	12.4 MB
005 Notebook in Lecture.Notebook in Lecture	9.8 KB
006 Artificial Neural Networks.mp4	9.7 MB
007 Demo Artificial Neural Networks.mp4	16.3 MB
007 Notebook in Lecture.Notebook in Lecture	26.2 KB
007 Pima.csv	23.9 KB
007 Pima.txt File	24.0 KB
008 Section Summary.mp4	7.2 MB
/06 Machine Learning with BigQuery/
001 Section Introduction.mp4	5.2 MB
002 Datasets and Tables.mp4	10.2 MB
003 Demo Datasets and Tables.mp4	11.9 MB
003 Titanic CSV File.Titanic CSV File	61.2 KB
004 Demo Data Wrangling in BigQuery.mp4	24.4 MB
004 Iris Text File.Iris Text File	4.8 KB
005 Demo Cloud Datalab.mp4	7.9 MB
006 Demo Modeling the Titanic Dataset on Cloud Datalab.mp4	10.1 MB
007 Demo Modeling the Iris Dataset on Cloud Datalab.mp4	21.0 MB
007 Iris Dataset in Text File.Iris Dataset in Text File	4.8 KB
007 Notebook in Lecture.Notebook in Lecture	7.5 KB
008 Demo Scale Cloud Datalab.mp4	7.2 MB
009 BigQuery ML.mp4	3.6 MB
010 Demo BigQuery ML Binary Logistic Regression.mp4	13.1 MB
010 Model Creation Queries.Model Creation Queries	0.5 KB
011 Demo BigQuery ML Linear Regression.mp4	15.2 MB
011 Model Creation Queries.Model Creation Queries	1.0 KB
012 Demo Installing Google Cloud SDK.mp4	12.7 MB
013 Demo gsutil Navigation Basics.mp4	15.3 MB
013 gsutil Commands.gsutil Commands	0.5 KB
014 AdventureWorks2014 Database.AdventureWorks2014 Database	44.9 MB
014 Demo Segmenting Datasets.mp4	30.0 MB
014 Download SQL Server Trial Version.txt	0.1 KB
014 SQL Queries for Segmentation.SQL Queries for Segmentation	0.3 KB
015 Section Summary.mp4	6.7 MB
016 Thank You and Good Luck.mp4	8.7 MB
Total files 87