| OR85/001 - You, This Course and Us.mp4 |
61.2 MB |
| OR85/002 - Theory, Practice and Tests.mp4 |
53.7 MB |
| OR85/003 - Why Cloud.mp4 |
72.4 MB |
| OR85/004 - Hadoop and Distributed Computing.mp4 |
39.4 MB |
| OR85/005 - On-premise, Colocation or Cloud.mp4 |
70.6 MB |
| OR85/006 - Introducing the Google Cloud Platform.mp4 |
88.6 MB |
| OR85/007 - Lab - Setting Up A GCP Account.mp4 |
76.9 MB |
| OR85/008 - Lab - Using The Cloud Shell.mp4 |
67.3 MB |
| OR85/009 - Compute Options.mp4 |
57 MB |
| OR85/010 - Google Compute Engine (GCE).mp4 |
46.6 MB |
| OR85/011 - More GCE.mp4 |
46.4 MB |
| OR85/012 - Lab - Creating a VM Instance.mp4 |
65.4 MB |
| OR85/013 - Lab - Editing a VM Instance.mp4 |
50.8 MB |
| OR85/014 - Lab - Creating a VM Instance Using The Command Line.mp4 |
52.2 MB |
| OR85/015 - Lab - Creating And Attaching A Persistent Disk.mp4 |
42.8 MB |
| OR85/016 - Google Container Engine - Kubernetes (GKE).mp4 |
62 MB |
| OR85/017 - More GKE.mp4 |
56.5 MB |
| OR85/018 - Lab - Creating A Kubernetes Cluster And Deploying A Wordpress Container.mp4 |
74.7 MB |
| OR85/019 - App Engine.mp4 |
41.7 MB |
| OR85/020 - Contrasting App Engine, Compute Engine and Container Engine.mp4 |
38.9 MB |
| OR85/021 - Lab - Deploy and Run An App Engine App.mp4 |
84.7 MB |
| OR85/022 - Storage Options.mp4 |
54.6 MB |
| OR85/023 - Quick Take.mp4 |
62.3 MB |
| OR85/024 - Cloud Storage.mp4 |
62.4 MB |
| OR85/025 - Lab - Working With Cloud Storage Buckets.mp4 |
60.1 MB |
| OR85/026 - Lab - Bucket And Object Permissions.mp4 |
40.5 MB |
| OR85/027 - Lab - Life cycle Management On Buckets.mp4 |
54.8 MB |
| OR85/028 - Lab - Running a Program On a VM Instance And Storing Results on Cloud Storage.mp4 |
75 MB |
| OR85/029 - Transfer Service.mp4 |
23.6 MB |
| OR85/030 - Lab - Migrating Data Using the Transfer Service.mp4 |
61.9 MB |
| OR85/031 - Cloud SQL.mp4 |
40.5 MB |
| OR85/032 - Lab - Creating A Cloud SQL Instance.mp4 |
89.4 MB |
| OR85/033 - Lab - Running Commands On Cloud SQL Instance.mp4 |
71 MB |
| OR85/034 - Lab - Bulk Loading Data Into Cloud SQL Tables.mp4 |
98.4 MB |
| OR85/035 - Cloud Spanner.mp4 |
36.1 MB |
| OR85/036 - More Cloud Spanner.mp4 |
58.6 MB |
| OR85/037 - Lab - Working With Cloud Spanner.mp4 |
72.8 MB |
| OR85/038 - BigTable Intro.mp4 |
40.9 MB |
| OR85/039 - Columnar Store.mp4 |
48.4 MB |
| OR85/040 - Denormalised.mp4 |
52.8 MB |
| OR85/041 - Column Families.mp4 |
38.2 MB |
| OR85/042 - BigTable Performance.mp4 |
57.4 MB |
| OR85/043 - Lab - BigTable demo.mp4 |
93.6 MB |
| OR85/044 - Datastore.mp4 |
63.4 MB |
| OR85/045 - Lab - Datastore demo.mp4 |
73.5 MB |
| OR85/046 - BigQuery Intro.mp4 |
121 MB |
| OR85/047 - BigQuery Advanced.mp4 |
117.3 MB |
| OR85/048 - Lab - Loading CSV Data Into Big Query.mp4 |
168 MB |
| OR85/049 - Lab - Running Queries On Big Query.mp4 |
70 MB |
| OR85/050 - Lab - Loading JSON Data With Nested Tables.mp4 |
92.9 MB |
| OR85/051 - Lab - Public Datasets In Big Query.mp4 |
129.6 MB |
| OR85/052 - Lab - Using Big Query Via The Command Line.mp4 |
83.7 MB |
| OR85/053 - Lab - Aggregations And Conditionals In Aggregations.mp4 |
130.6 MB |
| OR85/054 - Lab - Subqueries And Joins.mp4 |
139.5 MB |
| OR85/055 - Lab - Regular Expressions In Legacy SQL.mp4 |
76.2 MB |
| OR85/056 - Lab - Using The With Statement For SubQueries.mp4 |
300.4 MB |
| OR85/057 - Data Flow Intro.mp4 |
92.6 MB |
| OR85/058 - Apache Beam.mp4 |
21.6 MB |
| OR85/059 - Lab - Running A Python Data flow Program.mp4 |
156.3 MB |
| OR85/060 - Lab - Running A Java Data flow Program.mp4 |
187.3 MB |
| OR85/061 - Lab - Implementing Word Count In Dataflow Java.mp4 |
184.1 MB |
| OR85/062 - Lab - Executing The Word Count Dataflow.mp4 |
70.4 MB |
| OR85/063 - Lab - Executing MapReduce In Dataflow In Python.mp4 |
146.6 MB |
| OR85/064 - Lab - Executing MapReduce In Dataflow In Java.mp4 |
95.5 MB |
| OR85/065 - Lab - Dataflow With Big Query As Source And Side Inputs.mp4 |
266.4 MB |
| OR85/066 - Lab - Dataflow With Big Query As Source And Side Inputs 2.mp4 |
139.5 MB |
| OR85/067 - Data Proc.mp4 |
60.9 MB |
| OR85/068 - Lab - Creating And Managing A Dataproc Cluster.mp4 |
91.6 MB |
| OR85/069 - Lab - Creating A Firewall Rule To Access Dataproc.mp4 |
93.1 MB |
| OR85/070 - Lab - Running A PySpark Job OnDataproc.mp4 |
81.8 MB |
| OR85/071 - Lab - Running ThePySpark REPL Shell And Pig Scripts On Dataproc.mp4 |
94.1 MB |
| OR85/072 - Lab - Submitting A Spark Jar ToDataproc.mp4 |
23.1 MB |
| OR85/073 - Lab - Working With Dataproc Using TheGCloud CLI.mp4 |
89.5 MB |
| OR85/074 - Pub Sub.mp4 |
63.5 MB |
| OR85/075 - Lab - Working With Pubsub On The Command Line.mp4 |
99.3 MB |
| OR85/076 - Lab - Working WithPubSub Using The Web Console.mp4 |
70.8 MB |
| OR85/077 - Lab - Setting Up A Pubsub Publisher Using The Python Library.mp4 |
85.2 MB |
| OR85/078 - Lab - Setting Up A Pubsub Subscriber Using The Python Library.mp4 |
66.4 MB |
| OR85/079 - Lab - Publishing Streaming Data IntoPubsub.mp4 |
114.2 MB |
| OR85/080 - Lab - Reading Streaming Data FromPubSub And Writing To BigQuery.mp4 |
176.5 MB |
| OR85/081 - Lab - Executing A Pipeline To Read Streaming Data And Write To BigQuery.mp4 |
81.8 MB |
| OR85/082 - Lab - Pubsub Source BigQuery Sink.mp4 |
150.8 MB |
| OR85/083 - Data Lab.mp4 |
13.4 MB |
| OR85/084 - Lab - Creating And Working On A Datalab Instance.mp4 |
117.2 MB |
| OR85/085 - Lab - Importing And Exporting Data Using Datalab.mp4 |
127.2 MB |
| OR85/086 - Lab - Using the Charting API InDatalab.mp4 |
72.5 MB |
| OR85/087 - Introducing Machine Learning.mp4 |
41.6 MB |
| OR85/088 - Representation Learning.mp4 |
57.7 MB |
| OR85/089 - NN Introduced.mp4 |
59 MB |
| OR85/090 - Introducing TF.mp4 |
40.2 MB |
| OR85/091 - Lab - Simple Math Operations.mp4 |
94.1 MB |
| OR85/092 - Computation Graph.mp4 |
62.3 MB |
| OR85/093 - Tensors.mp4 |
45.2 MB |
| OR85/094 - Lab - Tensors.mp4 |
54.9 MB |
| OR85/095 - Linear Regression Intro.mp4 |
55.5 MB |
| OR85/096 - Placeholders and Variables.mp4 |
50.2 MB |
| OR85/097 - Lab - Placeholders.mp4 |
70.7 MB |
| OR85/098 - Lab - Variables.mp4 |
85 MB |
| OR85/099 - Lab - Linear Regression with Made-up Data.mp4 |
53.1 MB |
| OR85/100 - Image Processing.mp4 |
53.5 MB |
| OR85/101 - Images As Tensors.mp4 |
49.2 MB |
| OR85/102 - Lab - Reading and Working with Images.mp4 |
86.1 MB |
| OR85/103 - Lab - Image Transformations.mp4 |
71 MB |
| OR85/104 - Introducing MNIST.mp4 |
29.9 MB |
| OR85/105 - K-Nearest Neigbors as Unsupervised Learning.mp4 |
40.9 MB |
| OR85/106 - One-hot Notation and L1 Distance.mp4 |
37.3 MB |
| OR85/107 - Steps in the K-Nearest-Neighbors Implementation.mp4 |
54.9 MB |
| OR85/108 - Lab - K-Nearest-Neighbors.mp4 |
154.4 MB |
| OR85/109 - Learning Algorithm.mp4 |
62.5 MB |
| OR85/110 - Individual Neuron.mp4 |
55.1 MB |
| OR85/111 - Learning Regression.mp4 |
41.8 MB |
| OR85/112 - Learning XOR.mp4 |
62 MB |
| OR85/113 - XOR Trained.mp4 |
80.4 MB |
| OR85/114 - Lab - Access Data from Yahoo Finance.mp4 |
29.7 MB |
| OR85/115 - Non TensorFlow Regression.mp4 |
42.5 MB |
| OR85/116 - Lab - Linear Regression - Setting Up a Baseline.mp4 |
119.6 MB |
| OR85/117 - Gradient Descent.mp4 |
55.4 MB |
| OR85/118 - Lab - Linear Regression.mp4 |
156.6 MB |
| OR85/119 - Lab - Multiple Regression in TensorFlow.mp4 |
100.9 MB |
| OR85/120 - Logistic Regression Introduced.mp4 |
45.2 MB |
| OR85/121 - Linear Classification.mp4 |
29.3 MB |
| OR85/122 - Lab - Logistic Regression - Setting Up a Baseline.mp4 |
82.8 MB |
| OR85/123 - Logit.mp4 |
39.3 MB |
| OR85/124 - Softmax.mp4 |
67.3 MB |
| OR85/125 - Argmax.mp4 |
59.5 MB |
| OR85/126 - Lab - Logistic Regression.mp4 |
180 MB |
| OR85/127 - Estimators.mp4 |
26.7 MB |
| OR85/128 - Lab - Linear Regression using Estimators.mp4 |
86.8 MB |
| OR85/129 - Lab - Logistic Regression using Estimators.mp4 |
54.9 MB |
| OR85/130 - Lab - Taxicab Prediction - Setting up the dataset.mp4 |
174.3 MB |
| OR85/131 - Lab - Taxicab Prediction - Training and Running the model.mp4 |
308.1 MB |
| OR85/132 - Lab - The Vision, Translate, NLP and Speech API.mp4 |
244.4 MB |
| OR85/133 - Lab - The Vision API for Label and Landmark Detection.mp4 |
149.6 MB |
| OR85/134 - Virtual Private Clouds.mp4 |
40.7 MB |
| OR85/135 - VPC and Firewalls.mp4 |
55.8 MB |
| OR85/136 - XPC or Shared VPC.mp4 |
50 MB |
| OR85/137 - VPN.mp4 |
59.1 MB |
| OR85/138 - Types of Load Balancing.mp4 |
41.9 MB |
| OR85/139 - Proxy and Pass-through load balancing.mp4 |
67.6 MB |
| OR85/140 - Internal load balancing.mp4 |
36.9 MB |
| OR85/141 - StackDriver.mp4 |
76.2 MB |
| OR85/142 - StackDriver Logging.mp4 |
40.6 MB |
| OR85/143 - Cloud Deployment Manager.mp4 |
38.4 MB |
| OR85/144 - Cloud Endpoints.mp4 |
27.9 MB |
| OR85/145 - Security and Service Accounts.mp4 |
49.2 MB |
| OR85/146 - OAuth and End-user accounts.mp4 |
53 MB |
| OR85/147 - Identity and Access Management.mp4 |
52.1 MB |
| OR85/148 - Data Protection.mp4 |
67.5 MB |
| OR85/149 - Introducing the Hadoop Ecosystem.mp4 |
4.3 MB |
| OR85/150 - Hadoop.mp4 |
66.2 MB |
| OR85/151 - HDFS.mp4 |
131.8 MB |
| OR85/152 - MapReduce.mp4 |
100.8 MB |
| OR85/153 - Yarn.mp4 |
72.8 MB |
| OR85/154 - Hive.mp4 |
91.8 MB |
| OR85/155 - Hive vs. RDBMS.mp4 |
70.4 MB |
| OR85/156 - HQL vs. SQL.mp4 |
66.7 MB |
| OR85/157 - OLAP in Hive.mp4 |
53.1 MB |
| OR85/158 - Windowing Hive.mp4 |
85.5 MB |
| OR85/159 - Pig.mp4 |
76.7 MB |
| OR85/160 - More Pig.mp4 |
87.1 MB |
| OR85/161 - Spark.mp4 |
73.8 MB |
| OR85/162 - More Spark.mp4 |
109.9 MB |
| OR85/163 - Streams Intro.mp4 |
81.7 MB |
| OR85/164 - Microbatches.mp4 |
37 MB |
| OR85/165 - Window Types.mp4 |
33.4 MB |
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