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[FreeTutorials.Us] Udemy - gcp-data-engineer-and-cloud-architect
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2019-3-26 22:29
2024-8-16 11:24
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gcp-data-engineer-and-cloud-architect
文件列表
01 You_ This Course and Us/001 You_ This Course and Us.mp4
8.59MB
02 Introduction/004 Theory_ Practice and Tests.mp4
13.08MB
02 Introduction/005 Why Cloud_.mp4
13.9MB
02 Introduction/006 Hadoop and Distributed Computing.mp4
15.46MB
02 Introduction/007 On-premise_ Colocation or Cloud_.mp4
13.78MB
02 Introduction/008 Introducing the Google Cloud Platform.mp4
24.75MB
02 Introduction/009 Lab_ Setting Up A GCP Account.mp4
19.51MB
02 Introduction/010 Lab_ Using The Cloud Shell.mp4
10.81MB
03 Compute Choices/011 Compute Options.mp4
16.91MB
03 Compute Choices/012 Google Compute Engine (GCE).mp4
10.1MB
03 Compute Choices/013 More GCE.mp4
10.66MB
03 Compute Choices/014 Lab_ Creating a VM Instance.mp4
10.9MB
03 Compute Choices/015 Lab_ Editing a VM Instance.mp4
8.62MB
03 Compute Choices/016 Lab_ Creating a VM Instance Using The Command Line.mp4
9.41MB
03 Compute Choices/017 Lab_ Creating And Attaching A Persistent Disk.mp4
10.1MB
03 Compute Choices/018 Google Container Engine - Kubernetes (GKE).mp4
19.07MB
03 Compute Choices/019 More GKE.mp4
12.83MB
03 Compute Choices/020 Lab_ Creating A Kubernetes Cluster And Deploying A Wordpress Container.mp4
16.23MB
03 Compute Choices/021 App Engine.mp4
12.69MB
03 Compute Choices/022 Contrasting App Engine_ Compute Engine and Container Engine.mp4
10.92MB
03 Compute Choices/023 Lab_ Deploy And Run An App Engine App.mp4
12.39MB
04 Storage/024 Storage Options.mp4
16.75MB
04 Storage/025 Quick Take.mp4
24.01MB
04 Storage/026 Cloud Storage.mp4
14.21MB
04 Storage/027 Lab_ Working With Cloud Storage Buckets.mp4
10.55MB
04 Storage/028 Lab_ Bucket And Object Permissions.mp4
10.05MB
04 Storage/029 Lab_ Life cycle Management On Buckets.mp4
12.35MB
04 Storage/030 Lab_ Running A Program On a VM Instance And Storing Results on Cloud Storage.mp4
18.11MB
04 Storage/031 Transfer Service.mp4
8.66MB
04 Storage/032 Lab_ Migrating Data Using The Transfer Service.mp4
14.29MB
05 Cloud SQL_ Cloud Spanner ~ OLTP ~ RDBMS/033 Cloud SQL.mp4
10.09MB
05 Cloud SQL_ Cloud Spanner ~ OLTP ~ RDBMS/034 Lab_ Creating A Cloud SQL Instance.mp4
20.13MB
05 Cloud SQL_ Cloud Spanner ~ OLTP ~ RDBMS/035 Lab_ Running Commands On Cloud SQL Instance.mp4
15.41MB
05 Cloud SQL_ Cloud Spanner ~ OLTP ~ RDBMS/036 Lab_ Bulk Loading Data Into Cloud SQL Tables.mp4
19.91MB
05 Cloud SQL_ Cloud Spanner ~ OLTP ~ RDBMS/037 Cloud Spanner.mp4
13.2MB
05 Cloud SQL_ Cloud Spanner ~ OLTP ~ RDBMS/038 More Cloud Spanner.mp4
17.54MB
05 Cloud SQL_ Cloud Spanner ~ OLTP ~ RDBMS/040 Lab_ Working With Cloud Spanner.mp4
15.64MB
07 BigTable ~ HBase = Columnar Store/042 BigTable Intro.mp4
10.34MB
07 BigTable ~ HBase = Columnar Store/043 Columnar Store.mp4
15.47MB
07 BigTable ~ HBase = Columnar Store/044 Denormalised.mp4
12.28MB
07 BigTable ~ HBase = Columnar Store/045 Column Families.mp4
10.46MB
07 BigTable ~ HBase = Columnar Store/046 BigTable Performance.mp4
21.87MB
07 BigTable ~ HBase = Columnar Store/048 Lab_ BigTable demo.mp4
12.58MB
08 Datastore ~ Document Database/049 Datastore.mp4
23.88MB
08 Datastore ~ Document Database/050 Lab_ Datastore demo.mp4
10.96MB
09 BigQuery ~ Hive ~ OLAP/051 BigQuery Intro.mp4
27.09MB
09 BigQuery ~ Hive ~ OLAP/052 BigQuery Advanced.mp4
23.82MB
09 BigQuery ~ Hive ~ OLAP/053 Lab_ Loading CSV Data Into Big Query.mp4
13.92MB
09 BigQuery ~ Hive ~ OLAP/054 Lab_ Running Queries On Big Query.mp4
14.02MB
09 BigQuery ~ Hive ~ OLAP/055 Lab_ Loading JSON Data With Nested Tables.mp4
12.24MB
09 BigQuery ~ Hive ~ OLAP/056 Lab_ Public Datasets In Big Query.mp4
14.81MB
09 BigQuery ~ Hive ~ OLAP/057 Lab_ Using Big Query Via The Command Line.mp4
17.66MB
09 BigQuery ~ Hive ~ OLAP/058 Lab_ Aggregations And Conditionals In Aggregations.mp4
23.37MB
09 BigQuery ~ Hive ~ OLAP/059 Lab_ Subqueries And Joins.mp4
9.88MB
09 BigQuery ~ Hive ~ OLAP/060 Lab_ Regular Expressions In Legacy SQL.mp4
13.86MB
09 BigQuery ~ Hive ~ OLAP/061 Lab_ Using The With Statement For SubQueries.mp4
18.45MB
10 Dataflow ~ Apache Beam/062 Data Flow Intro.mp4
16.85MB
10 Dataflow ~ Apache Beam/063 Apache Beam.mp4
5.06MB
10 Dataflow ~ Apache Beam/064 Lab_ Running A Python Data flow Program.mp4
21.71MB
10 Dataflow ~ Apache Beam/065 Lab_ Running A Java Data flow Program.mp4
34.57MB
10 Dataflow ~ Apache Beam/066 Lab_ Implementing Word Count In Dataflow Java.mp4
29.32MB
10 Dataflow ~ Apache Beam/067 Lab_ Executing The Word Count Dataflow.mp4
9.77MB
10 Dataflow ~ Apache Beam/068 Lab_ Executing MapReduce In Dataflow In Python.mp4
24.62MB
10 Dataflow ~ Apache Beam/069 Lab_ Executing MapReduce In Dataflow In Java.mp4
11.3MB
10 Dataflow ~ Apache Beam/070 Lab_ Dataflow With Big Query As Source And Side Inputs.mp4
29.48MB
10 Dataflow ~ Apache Beam/071 Lab_ Dataflow With Big Query As Source And Side Inputs 2.mp4
11.97MB
11 Dataproc ~ Managed Hadoop/072 Data Proc.mp4
12.02MB
11 Dataproc ~ Managed Hadoop/073 Lab_ Creating And Managing A Dataproc Cluster.mp4
19.96MB
11 Dataproc ~ Managed Hadoop/074 Lab_ Creating A Firewall Rule To Access Dataproc.mp4
20.63MB
11 Dataproc ~ Managed Hadoop/075 Lab_ Running A PySpark Job On Dataproc.mp4
17.3MB
11 Dataproc ~ Managed Hadoop/076 Lab_ Running The PySpark REPL Shell And Pig Scripts On Dataproc.mp4
20.59MB
11 Dataproc ~ Managed Hadoop/077 Lab_ Submitting A Spark Jar To Dataproc.mp4
6.5MB
11 Dataproc ~ Managed Hadoop/078 Lab_ Working With Dataproc Using The GCloud CLI.mp4
14.47MB
12 Pub_Sub for Streaming/079 Pub Sub.mp4
17.95MB
12 Pub_Sub for Streaming/080 Lab_ Working With Pubsub On The Command Line.mp4
10.42MB
12 Pub_Sub for Streaming/081 Lab_ Working With PubSub Using The Web Console.mp4
11.45MB
12 Pub_Sub for Streaming/082 Lab_ Setting Up A Pubsub Publisher Using The Python Library.mp4
11.02MB
12 Pub_Sub for Streaming/083 Lab_ Setting Up A Pubsub Subscriber Using The Python Library.mp4
8.6MB
12 Pub_Sub for Streaming/084 Lab_ Publishing Streaming Data Into Pubsub.mp4
14.46MB
12 Pub_Sub for Streaming/085 Lab_ Reading Streaming Data From PubSub And Writing To BigQuery.mp4
29.5MB
12 Pub_Sub for Streaming/086 Lab_ Executing A Pipeline To Read Streaming Data And Write To BigQuery.mp4
17.26MB
12 Pub_Sub for Streaming/087 Lab_ Pubsub Source BigQuery Sink.mp4
26.5MB
13 Datalab ~ Jupyter/088 Data Lab.mp4
5.09MB
13 Datalab ~ Jupyter/089 Lab_ Creating And Working On A Datalab Instance.mp4
23.69MB
13 Datalab ~ Jupyter/090 Lab_ Importing And Exporting Data Using Datalab.mp4
21.05MB
13 Datalab ~ Jupyter/091 Lab_ Using The Charting API In Datalab.mp4
17.34MB
14 TensorFlow and Machine Learning/092 Introducing Machine Learning.mp4
13.36MB
14 TensorFlow and Machine Learning/093 Representation Learning.mp4
13.23MB
14 TensorFlow and Machine Learning/094 NN Introduced.mp4
14.04MB
14 TensorFlow and Machine Learning/095 Introducing TF.mp4
9.21MB
14 TensorFlow and Machine Learning/096 Lab_ Simple Math Operations.mp4
18.9MB
14 TensorFlow and Machine Learning/097 Computation Graph.mp4
17.91MB
14 TensorFlow and Machine Learning/098 Tensors.mp4
15.15MB
14 TensorFlow and Machine Learning/099 Lab_ Tensors.mp4
8.37MB
14 TensorFlow and Machine Learning/100 Linear Regression Intro.mp4
16.98MB
14 TensorFlow and Machine Learning/101 Placeholders and Variables.mp4
11.45MB
14 TensorFlow and Machine Learning/102 Lab_ Placeholders.mp4
14.86MB
14 TensorFlow and Machine Learning/103 Lab_ Variables.mp4
18.48MB
14 TensorFlow and Machine Learning/104 Lab_ Linear Regression with Made-up Data.mp4
11.28MB
14 TensorFlow and Machine Learning/105 Image Processing.mp4
14.21MB
14 TensorFlow and Machine Learning/106 Images As Tensors.mp4
15.35MB
14 TensorFlow and Machine Learning/107 Lab_ Reading and Working with Images.mp4
20.29MB
14 TensorFlow and Machine Learning/108 Lab_ Image Transformations.mp4
15.22MB
14 TensorFlow and Machine Learning/109 Introducing MNIST.mp4
7.9MB
14 TensorFlow and Machine Learning/110 K-Nearest Neigbors as Unsupervised Learning.mp4
9.27MB
14 TensorFlow and Machine Learning/111 One-hot Notation and L1 Distance.mp4
12.56MB
14 TensorFlow and Machine Learning/112 Steps in the K-Nearest-Neighbors Implementation.mp4
16.42MB
14 TensorFlow and Machine Learning/113 Lab_ K-Nearest-Neighbors.mp4
31.78MB
14 TensorFlow and Machine Learning/114 Learning Algorithm.mp4
18.97MB
14 TensorFlow and Machine Learning/115 Individual Neuron.mp4
12.71MB
14 TensorFlow and Machine Learning/116 Learning Regression.mp4
13.52MB
14 TensorFlow and Machine Learning/117 Learning XOR.mp4
13.4MB
14 TensorFlow and Machine Learning/118 XOR Trained.mp4
15.15MB
15 Regression in TensorFlow/119 Lab_ Access Data from Yahoo Finance.mp4
5.35MB
15 Regression in TensorFlow/120 Non TensorFlow Regression.mp4
10.18MB
15 Regression in TensorFlow/121 Lab_ Linear Regression - Setting Up a Baseline.mp4
18.52MB
15 Regression in TensorFlow/122 Gradient Descent.mp4
17.12MB
15 Regression in TensorFlow/123 Lab_ Linear Regression.mp4
32.17MB
15 Regression in TensorFlow/124 Lab_ Multiple Regression in TensorFlow.mp4
23.44MB
15 Regression in TensorFlow/125 Logistic Regression Introduced.mp4
17.09MB
15 Regression in TensorFlow/126 Linear Classification.mp4
6.92MB
15 Regression in TensorFlow/127 Lab_ Logistic Regression - Setting Up a Baseline.mp4
21.74MB
15 Regression in TensorFlow/128 Logit.mp4
14.29MB
15 Regression in TensorFlow/129 Softmax.mp4
20.42MB
15 Regression in TensorFlow/130 Argmax.mp4
15.13MB
15 Regression in TensorFlow/131 Lab_ Logistic Regression.mp4
25.87MB
15 Regression in TensorFlow/132 Estimators.mp4
5.29MB
15 Regression in TensorFlow/133 Lab_ Linear Regression using Estimators.mp4
15.66MB
15 Regression in TensorFlow/134 Lab_ Logistic Regression using Estimators.mp4
10.1MB
16 Vision_ Translate_ NLP and Speech_ Trained ML APIs/135 Lab_ Taxicab Prediction - Setting up the dataset.mp4
25.67MB
16 Vision_ Translate_ NLP and Speech_ Trained ML APIs/136 Lab_ Taxicab Prediction - Training and Running the model.mp4
21.14MB
16 Vision_ Translate_ NLP and Speech_ Trained ML APIs/137 Lab_ The Vision_ Translate_ NLP and Speech API.mp4
21.51MB
16 Vision_ Translate_ NLP and Speech_ Trained ML APIs/138 Lab_ The Vision API for Label and Landmark Detection.mp4
14.14MB
17 Networking/139 Virtual Private Clouds.mp4
12.56MB
17 Networking/140 VPC and Firewalls.mp4
16.64MB
17 Networking/141 XPC or Shared VPC.mp4
10.08MB
17 Networking/142 VPN.mp4
16.24MB
17 Networking/143 Types of Load Balancing.mp4
8.97MB
17 Networking/144 Proxy and Pass-through load balancing.mp4
13.95MB
17 Networking/145 Internal load balancing.mp4
11.15MB
18 Ops and Security/146 StackDriver.mp4
16MB
18 Ops and Security/147 StackDriver Logging.mp4
9.66MB
18 Ops and Security/148 Cloud Deployment Manager.mp4
10.74MB
18 Ops and Security/149 Cloud Endpoints.mp4
7.07MB
18 Ops and Security/150 Security and Service Accounts.mp4
13.89MB
18 Ops and Security/151 OAuth and End-user accounts.mp4
11.33MB
18 Ops and Security/152 Identity and Access Management.mp4
11.25MB
18 Ops and Security/153 Data Protection.mp4
15.47MB
19 Appendix_ Hadoop Ecosystem/154 Introducing the Hadoop Ecosystem.mp4
2.37MB
19 Appendix_ Hadoop Ecosystem/155 Hadoop.mp4
19.66MB
19 Appendix_ Hadoop Ecosystem/156 HDFS.mp4
28.51MB
19 Appendix_ Hadoop Ecosystem/157 MapReduce.mp4
26.39MB
19 Appendix_ Hadoop Ecosystem/158 Yarn.mp4
10.47MB
19 Appendix_ Hadoop Ecosystem/159 Hive.mp4
21.72MB
19 Appendix_ Hadoop Ecosystem/160 Hive vs_ RDBMS.mp4
11.33MB
19 Appendix_ Hadoop Ecosystem/161 HQL vs_ SQL.mp4
16.67MB
19 Appendix_ Hadoop Ecosystem/162 OLAP in Hive.mp4
10.68MB
19 Appendix_ Hadoop Ecosystem/163 Windowing Hive.mp4
20.23MB
19 Appendix_ Hadoop Ecosystem/164 Pig.mp4
13.81MB
19 Appendix_ Hadoop Ecosystem/165 More Pig.mp4
17.39MB
19 Appendix_ Hadoop Ecosystem/166 Spark.mp4
19.86MB
19 Appendix_ Hadoop Ecosystem/167 More Spark.mp4
19.11MB
19 Appendix_ Hadoop Ecosystem/168 Streams Intro.mp4
18.36MB
19 Appendix_ Hadoop Ecosystem/169 Microbatches.mp4
10.57MB
19 Appendix_ Hadoop Ecosystem/170 Window Types.mp4
10.13MB
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