Applied Machine Learning with BigQuery on Google Cloud Platform
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3:11:01
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001 Welcome.mp4
01:21
002 Section Introduction.mp4
03:16
003 Course Introduction.mp4
02:35
004 Skills Needed for Course.mp4
01:38
005 Scaling Out Instead of Up.mp4
04:07
006 Googles Big Data Stack.mp4
01:35
007 The Artificial Intelligence Hierarchy.mp4
02:25
008 Demo Creating an Account on Googles Cloud.mp4
04:28
009 Section Summary.mp4
01:53
001 Section Introduction.mp4
02:06
002 BigQuery Defined.mp4
02:08
003 Structured Data Storage.mp4
01:51
004 Parallel Execution.mp4
01:19
005 Demo WebUI.mp4
04:57
006 What BigQuery Isnt.mp4
02:00
007 BigQuery Technology Stack.mp4
02:33
008 Demo Navigation Basics.mp4
05:01
009 Section Summary.mp4
02:09
001 Section Introduction.mp4
02:26
002 Careers The Big 3.mp4
03:03
003 Applied Machine Learning.mp4
02:01
004 Machine Learning Types.mp4
01:40
005 Machine Learning Process.mp4
02:15
006 The Array.mp4
02:19
007 Python.mp4
03:18
008 Demo Install Python on Windows.mp4
01:29
009 Demo Install Python on a Mac.mp4
03:02
010 Demo Basic Jupyter Notebook Navigation.mp4
05:50
011 Section Summary.mp4
04:41
001 Section Introduction.mp4
02:25
002 Core Machine Learning Libraries.mp4
02:21
003 Demo The Core Machine Learning Libraries.mp4
07:13
004 Demo Sourcing Data.mp4
04:34
005 Demo Data Exploration.mp4
04:42
005 Titanic.csv
006 Demo Data Wrangling.mp4
05:59
007 Demo Modeling.mp4
04:10
008 Section Review.mp4
01:49
001 Section Introduction.mp4
01:38
002 Linear Regression.mp4
01:56
003 Demo Linear Regression.mp4
02:29
004 Classification.mp4
01:20
005 Demo Binary Classification.mp4
03:39
006 Artificial Neural Networks.mp4
03:57
007 Demo Artificial Neural Networks.mp4
04:57
007 Pima.csv
008 Section Summary.mp4
01:47
001 Section Introduction.mp4
02:25
002 Datasets and Tables.mp4
03:13
003 Demo Datasets and Tables.mp4
03:34
004 Demo Data Wrangling in BigQuery.mp4
07:12
005 Demo Cloud Datalab.mp4
02:59
006 Demo Modeling the Titanic Dataset on Cloud Datalab.mp4
03:05
007 Demo Modeling the Iris Dataset on Cloud Datalab.mp4
05:45
008 Demo Scale Cloud Datalab.mp4
02:07
009 BigQuery ML.mp4
01:35
010 Demo BigQuery ML Binary Logistic Regression.mp4
03:34
011 Demo BigQuery ML Linear Regression.mp4
04:09
012 Demo Installing Google Cloud SDK.mp4
03:08
013 Demo gsutil Navigation Basics.mp4
04:22
014 Demo Segmenting Datasets.mp4
06:23
014 Download SQL Server Trial Version.txt
015 Section Summary.mp4
01:53
016 Thank You and Good Luck.mp4
01:15
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Acloud Guru
View courses Acloud GuruA Cloud Guru is an online training platform for people interested in Information Technology. Most of the courses offered prepare students to take certification exams for the three major cloud providers.
- language english
- Training sessions 61
- duration 3:11:01
- Release Date 2023/12/08
