ACG3/01 Introduction/001 Welcome.mp4 |
8.9 MB |
ACG3/01 Introduction/002 Section Introduction.mp4 |
6.9 MB |
ACG3/01 Introduction/003 Course Introduction.mp4 |
8.5 MB |
ACG3/01 Introduction/004 Skills Needed for Course.mp4 |
3.2 MB |
ACG3/01 Introduction/005 Scaling Out Instead of Up.mp4 |
9.3 MB |
ACG3/01 Introduction/006 Googles Big Data Stack.mp4 |
4.4 MB |
ACG3/01 Introduction/007 The Artificial Intelligence Hierarchy.mp4 |
5.8 MB |
ACG3/01 Introduction/008 Demo Creating an Account on Googles Cloud.mp4 |
14.3 MB |
ACG3/01 Introduction/009 Section Summary.mp4 |
7.1 MB |
ACG3/02 BigQuery Fundamentals/001 Section Introduction.mp4 |
6.4 MB |
ACG3/02 BigQuery Fundamentals/002 BigQuery Defined.mp4 |
6 MB |
ACG3/02 BigQuery Fundamentals/003 Structured Data Storage.mp4 |
3.9 MB |
ACG3/02 BigQuery Fundamentals/004 Parallel Execution.mp4 |
3.7 MB |
ACG3/02 BigQuery Fundamentals/005 Demo WebUI.mp4 |
17.7 MB |
ACG3/02 BigQuery Fundamentals/006 What BigQuery Isnt.mp4 |
5.2 MB |
ACG3/02 BigQuery Fundamentals/007 BigQuery Technology Stack.mp4 |
4.7 MB |
ACG3/02 BigQuery Fundamentals/008 Demo Navigation Basics.mp4 |
16 MB |
ACG3/02 BigQuery Fundamentals/008 Queries in Lecture.Queries in Lecture |
335 B |
ACG3/02 BigQuery Fundamentals/009 Section Summary.mp4 |
6.6 MB |
ACG3/03 An Introduction to Applied Machine Learning/001 Section Introduction.mp4 |
4.9 MB |
ACG3/03 An Introduction to Applied Machine Learning/002 Careers The Big 3.mp4 |
6.9 MB |
ACG3/03 An Introduction to Applied Machine Learning/003 Applied Machine Learning.mp4 |
5.2 MB |
ACG3/03 An Introduction to Applied Machine Learning/004 Machine Learning Types.mp4 |
3.7 MB |
ACG3/03 An Introduction to Applied Machine Learning/005 Machine Learning Process.mp4 |
5.9 MB |
ACG3/03 An Introduction to Applied Machine Learning/006 The Array.mp4 |
5.2 MB |
ACG3/03 An Introduction to Applied Machine Learning/007 Python.mp4 |
9.6 MB |
ACG3/03 An Introduction to Applied Machine Learning/008 Demo Install Python on Windows.mp4 |
4.9 MB |
ACG3/03 An Introduction to Applied Machine Learning/009 Demo Install Python on a Mac.mp4 |
11.5 MB |
ACG3/03 An Introduction to Applied Machine Learning/010 Demo Basic Jupyter Notebook Navigation.mp4 |
16.2 MB |
ACG3/03 An Introduction to Applied Machine Learning/010 Notebook in Lecture.Notebook in Lecture |
13 KB |
ACG3/03 An Introduction to Applied Machine Learning/011 Section Summary.mp4 |
15.4 MB |
ACG3/04 The Machine Learning Libraries/001 Section Introduction.mp4 |
4.8 MB |
ACG3/04 The Machine Learning Libraries/002 Core Machine Learning Libraries.mp4 |
4.2 MB |
ACG3/04 The Machine Learning Libraries/003 Demo The Core Machine Learning Libraries.mp4 |
21.5 MB |
ACG3/04 The Machine Learning Libraries/003 Notebook in Lecture.Notebook in Lecture |
13 KB |
ACG3/04 The Machine Learning Libraries/004 acloud SQL Server Database.acloud SQL Server Database |
3.6 MB |
ACG3/04 The Machine Learning Libraries/004 Demo Sourcing Data.mp4 |
17.5 MB |
ACG3/04 The Machine Learning Libraries/004 Queries in acloud dataset.Queries in acloud dataset |
547 B |
ACG3/04 The Machine Learning Libraries/005 Demo Data Exploration.mp4 |
14.4 MB |
ACG3/04 The Machine Learning Libraries/005 Notebook in Lecture.Notebook in Lecture |
9 KB |
ACG3/04 The Machine Learning Libraries/005 Titanic.csv |
60 KB |
ACG3/04 The Machine Learning Libraries/006 Demo Data Wrangling.mp4 |
16.1 MB |
ACG3/04 The Machine Learning Libraries/006 Notebook in Lecture.Notebook in Lecture |
17 KB |
ACG3/04 The Machine Learning Libraries/006 TItanic CSV File.TItanic CSV File |
60 KB |
ACG3/04 The Machine Learning Libraries/007 Demo Modeling.mp4 |
12.7 MB |
ACG3/04 The Machine Learning Libraries/007 Notebook in Lecture.Notebook in Lecture |
6 KB |
ACG3/04 The Machine Learning Libraries/008 Section Review.mp4 |
6.4 MB |
ACG3/05 Classification and Regression/001 Section Introduction.mp4 |
3.1 MB |
ACG3/05 Classification and Regression/002 Linear Regression.mp4 |
3.5 MB |
ACG3/05 Classification and Regression/003 Demo Linear Regression.mp4 |
6.8 MB |
ACG3/05 Classification and Regression/003 Notebook in Lecture.Notebook in Lecture |
20 KB |
ACG3/05 Classification and Regression/003 Student Scores CSV.Student Scores CSV |
214 B |
ACG3/05 Classification and Regression/004 Classification.mp4 |
2.4 MB |
ACG3/05 Classification and Regression/005 Demo Binary Classification.mp4 |
11.8 MB |
ACG3/05 Classification and Regression/005 Notebook in Lecture.Notebook in Lecture |
10 KB |
ACG3/05 Classification and Regression/006 Artificial Neural Networks.mp4 |
9.3 MB |
ACG3/05 Classification and Regression/007 Demo Artificial Neural Networks.mp4 |
15.5 MB |
ACG3/05 Classification and Regression/007 Notebook in Lecture.Notebook in Lecture |
26 KB |
ACG3/05 Classification and Regression/007 Pima.csv |
23 KB |
ACG3/05 Classification and Regression/007 Pima.txt File |
23 KB |
ACG3/05 Classification and Regression/008 Section Summary.mp4 |
6.9 MB |
ACG3/06 Machine Learning with BigQuery/001 Section Introduction.mp4 |
5 MB |
ACG3/06 Machine Learning with BigQuery/002 Datasets and Tables.mp4 |
9.7 MB |
ACG3/06 Machine Learning with BigQuery/003 Demo Datasets and Tables.mp4 |
11.3 MB |
ACG3/06 Machine Learning with BigQuery/003 Titanic CSV File.Titanic CSV File |
60 KB |
ACG3/06 Machine Learning with BigQuery/004 Demo Data Wrangling in BigQuery.mp4 |
23.3 MB |
ACG3/06 Machine Learning with BigQuery/004 Iris Text File.Iris Text File |
5 KB |
ACG3/06 Machine Learning with BigQuery/005 Demo Cloud Datalab.mp4 |
7.6 MB |
ACG3/06 Machine Learning with BigQuery/006 Demo Modeling the Titanic Dataset on Cloud Datalab.mp4 |
9.6 MB |
ACG3/06 Machine Learning with BigQuery/007 Demo Modeling the Iris Dataset on Cloud Datalab.mp4 |
20.1 MB |
ACG3/06 Machine Learning with BigQuery/007 Iris Dataset in Text File.Iris Dataset in Text File |
5 KB |
ACG3/06 Machine Learning with BigQuery/007 Notebook in Lecture.Notebook in Lecture |
7 KB |
ACG3/06 Machine Learning with BigQuery/008 Demo Scale Cloud Datalab.mp4 |
6.9 MB |
ACG3/06 Machine Learning with BigQuery/009 BigQuery ML.mp4 |
3.4 MB |
ACG3/06 Machine Learning with BigQuery/010 Demo BigQuery ML Binary Logistic Regression.mp4 |
12.5 MB |
ACG3/06 Machine Learning with BigQuery/010 Model Creation Queries.Model Creation Queries |
528 B |
ACG3/06 Machine Learning with BigQuery/011 Demo BigQuery ML Linear Regression.mp4 |
14.5 MB |
ACG3/06 Machine Learning with BigQuery/011 Model Creation Queries.Model Creation Queries |
1 KB |
ACG3/06 Machine Learning with BigQuery/012 Demo Installing Google Cloud SDK.mp4 |
12.1 MB |
ACG3/06 Machine Learning with BigQuery/013 Demo gsutil Navigation Basics.mp4 |
14.6 MB |
ACG3/06 Machine Learning with BigQuery/013 gsutil Commands.gsutil Commands |
502 B |
ACG3/06 Machine Learning with BigQuery/014 AdventureWorks2014 Database.AdventureWorks2014 Database |
42.8 MB |
ACG3/06 Machine Learning with BigQuery/014 Demo Segmenting Datasets.mp4 |
28.6 MB |
ACG3/06 Machine Learning with BigQuery/014 Download SQL Server Trial Version.txt |
64 B |
ACG3/06 Machine Learning with BigQuery/014 SQL Queries for Segmentation.SQL Queries for Segmentation |
292 B |
ACG3/06 Machine Learning with BigQuery/015 Section Summary.mp4 |
6.4 MB |
ACG3/06 Machine Learning with BigQuery/016 Thank You and Good Luck.mp4 |
8.3 MB |