File List
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001 - You, This Course and Us.mp4 61.2 MB
002 - Theory, Practice and Tests.mp4 53.69 MB
003 - Why Cloud.mp4 72.35 MB
004 - Hadoop and Distributed Computing.mp4 39.39 MB
005 - On-premise, Colocation or Cloud.mp4 70.63 MB
006 - Introducing the Google Cloud Platform.mp4 88.56 MB
007 - Lab - Setting Up A GCP Account.mp4 76.88 MB
008 - Lab - Using The Cloud Shell.mp4 67.35 MB
009 - Compute Options.mp4 57 MB
010 - Google Compute Engine (GCE).mp4 46.62 MB
011 - More GCE.mp4 46.43 MB
012 - Lab - Creating a VM Instance.mp4 65.36 MB
013 - Lab - Editing a VM Instance.mp4 50.81 MB
014 - Lab - Creating a VM Instance Using The Command Line.mp4 52.2 MB
015 - Lab - Creating And Attaching A Persistent Disk.mp4 42.8 MB
016 - Google Container Engine - Kubernetes (GKE).mp4 62 MB
017 - More GKE.mp4 56.51 MB
018 - Lab - Creating A Kubernetes Cluster And Deploying A Wordpress Container.mp4 74.67 MB
019 - App Engine.mp4 41.73 MB
020 - Contrasting App Engine, Compute Engine and Container Engine.mp4 38.92 MB
021 - Lab - Deploy and Run An App Engine App.mp4 84.72 MB
022 - Storage Options.mp4 54.65 MB
023 - Quick Take.mp4 62.27 MB
024 - Cloud Storage.mp4 62.44 MB
025 - Lab - Working With Cloud Storage Buckets.mp4 60.12 MB
026 - Lab - Bucket And Object Permissions.mp4 40.54 MB
027 - Lab - Life cycle Management On Buckets.mp4 54.81 MB
028 - Lab - Running a Program On a VM Instance And Storing Results on Cloud Storage.mp4 75 MB
029 - Transfer Service.mp4 23.57 MB
030 - Lab - Migrating Data Using the Transfer Service.mp4 61.94 MB
031 - Cloud SQL.mp4 40.52 MB
032 - Lab - Creating A Cloud SQL Instance.mp4 89.41 MB
033 - Lab - Running Commands On Cloud SQL Instance.mp4 70.96 MB
034 - Lab - Bulk Loading Data Into Cloud SQL Tables.mp4 98.36 MB
035 - Cloud Spanner.mp4 36.13 MB
036 - More Cloud Spanner.mp4 58.65 MB
037 - Lab - Working With Cloud Spanner.mp4 72.81 MB
038 - BigTable Intro.mp4 40.89 MB
039 - Columnar Store.mp4 48.39 MB
040 - Denormalised.mp4 52.76 MB
041 - Column Families.mp4 38.16 MB
042 - BigTable Performance.mp4 57.36 MB
043 - Lab - BigTable demo.mp4 93.56 MB
044 - Datastore.mp4 63.41 MB
045 - Lab - Datastore demo.mp4 73.55 MB
046 - BigQuery Intro.mp4 121.02 MB
047 - BigQuery Advanced.mp4 117.35 MB
048 - Lab - Loading CSV Data Into Big Query.mp4 168.02 MB
049 - Lab - Running Queries On Big Query.mp4 69.96 MB
050 - Lab - Loading JSON Data With Nested Tables.mp4 92.87 MB
051 - Lab - Public Datasets In Big Query.mp4 129.55 MB
052 - Lab - Using Big Query Via The Command Line.mp4 83.74 MB
053 - Lab - Aggregations And Conditionals In Aggregations.mp4 130.58 MB
054 - Lab - Subqueries And Joins.mp4 139.49 MB
055 - Lab - Regular Expressions In Legacy SQL.mp4 76.19 MB
056 - Lab - Using The With Statement For SubQueries.mp4 300.42 MB
057 - Data Flow Intro.mp4 92.61 MB
058 - Apache Beam.mp4 21.65 MB
059 - Lab - Running A Python Data flow Program.mp4 156.26 MB
060 - Lab - Running A Java Data flow Program.mp4 187.32 MB
061 - Lab - Implementing Word Count In Dataflow Java.mp4 184.05 MB
062 - Lab - Executing The Word Count Dataflow.mp4 70.45 MB
063 - Lab - Executing MapReduce In Dataflow In Python.mp4 146.61 MB
064 - Lab - Executing MapReduce In Dataflow In Java.mp4 95.5 MB
065 - Lab - Dataflow With Big Query As Source And Side Inputs.mp4 266.4 MB
066 - Lab - Dataflow With Big Query As Source And Side Inputs 2.mp4 139.48 MB
067 - Data Proc.mp4 60.86 MB
068 - Lab - Creating And Managing A Dataproc Cluster.mp4 91.56 MB
069 - Lab - Creating A Firewall Rule To Access Dataproc.mp4 93.09 MB
070 - Lab - Running A PySpark Job OnDataproc.mp4 81.83 MB
071 - Lab - Running ThePySpark REPL Shell And Pig Scripts On Dataproc.mp4 94.09 MB
072 - Lab - Submitting A Spark Jar ToDataproc.mp4 23.06 MB
073 - Lab - Working With Dataproc Using TheGCloud CLI.mp4 89.47 MB
074 - Pub Sub.mp4 63.51 MB
075 - Lab - Working With Pubsub On The Command Line.mp4 99.28 MB
076 - Lab - Working WithPubSub Using The Web Console.mp4 70.75 MB
077 - Lab - Setting Up A Pubsub Publisher Using The Python Library.mp4 85.2 MB
078 - Lab - Setting Up A Pubsub Subscriber Using The Python Library.mp4 66.38 MB
079 - Lab - Publishing Streaming Data IntoPubsub.mp4 114.19 MB
080 - Lab - Reading Streaming Data FromPubSub And Writing To BigQuery.mp4 176.53 MB
081 - Lab - Executing A Pipeline To Read Streaming Data And Write To BigQuery.mp4 81.79 MB
082 - Lab - Pubsub Source BigQuery Sink.mp4 150.81 MB
083 - Data Lab.mp4 13.41 MB
084 - Lab - Creating And Working On A Datalab Instance.mp4 117.2 MB
085 - Lab - Importing And Exporting Data Using Datalab.mp4 127.23 MB
086 - Lab - Using the Charting API InDatalab.mp4 72.49 MB
087 - Introducing Machine Learning.mp4 41.59 MB
088 - Representation Learning.mp4 57.71 MB
089 - NN Introduced.mp4 59 MB
090 - Introducing TF.mp4 40.16 MB
091 - Lab - Simple Math Operations.mp4 94.15 MB
092 - Computation Graph.mp4 62.32 MB
093 - Tensors.mp4 45.17 MB
094 - Lab - Tensors.mp4 54.9 MB
095 - Linear Regression Intro.mp4 55.49 MB
096 - Placeholders and Variables.mp4 50.2 MB
097 - Lab - Placeholders.mp4 70.65 MB
098 - Lab - Variables.mp4 84.95 MB
099 - Lab - Linear Regression with Made-up Data.mp4 53.11 MB
100 - Image Processing.mp4 53.51 MB
101 - Images As Tensors.mp4 49.18 MB
102 - Lab - Reading and Working with Images.mp4 86.06 MB
103 - Lab - Image Transformations.mp4 71.02 MB
104 - Introducing MNIST.mp4 29.87 MB
105 - K-Nearest Neigbors as Unsupervised Learning.mp4 40.93 MB
106 - One-hot Notation and L1 Distance.mp4 37.29 MB
107 - Steps in the K-Nearest-Neighbors Implementation.mp4 54.92 MB
108 - Lab - K-Nearest-Neighbors.mp4 154.45 MB
109 - Learning Algorithm.mp4 62.54 MB
110 - Individual Neuron.mp4 55.11 MB
111 - Learning Regression.mp4 41.77 MB
112 - Learning XOR.mp4 62.01 MB
113 - XOR Trained.mp4 80.35 MB
114 - Lab - Access Data from Yahoo Finance.mp4 29.73 MB
115 - Non TensorFlow Regression.mp4 42.47 MB
116 - Lab - Linear Regression - Setting Up a Baseline.mp4 119.62 MB
117 - Gradient Descent.mp4 55.44 MB
118 - Lab - Linear Regression.mp4 156.63 MB
119 - Lab - Multiple Regression in TensorFlow.mp4 100.89 MB
120 - Logistic Regression Introduced.mp4 45.16 MB
121 - Linear Classification.mp4 29.28 MB
122 - Lab - Logistic Regression - Setting Up a Baseline.mp4 82.83 MB
123 - Logit.mp4 39.28 MB
124 - Softmax.mp4 67.28 MB
125 - Argmax.mp4 59.54 MB
126 - Lab - Logistic Regression.mp4 180.02 MB
127 - Estimators.mp4 26.73 MB
128 - Lab - Linear Regression using Estimators.mp4 86.84 MB
129 - Lab - Logistic Regression using Estimators.mp4 54.93 MB
130 - Lab - Taxicab Prediction - Setting up the dataset.mp4 174.32 MB
131 - Lab - Taxicab Prediction - Training and Running the model.mp4 308.08 MB
132 - Lab - The Vision, Translate, NLP and Speech API.mp4 244.37 MB
133 - Lab - The Vision API for Label and Landmark Detection.mp4 149.61 MB
134 - Virtual Private Clouds.mp4 40.68 MB
135 - VPC and Firewalls.mp4 55.85 MB
136 - XPC or Shared VPC.mp4 49.98 MB
137 - VPN.mp4 59.07 MB
138 - Types of Load Balancing.mp4 41.9 MB
139 - Proxy and Pass-through load balancing.mp4 67.61 MB
140 - Internal load balancing.mp4 36.92 MB
141 - StackDriver.mp4 76.2 MB
142 - StackDriver Logging.mp4 40.62 MB
143 - Cloud Deployment Manager.mp4 38.37 MB
144 - Cloud Endpoints.mp4 27.88 MB
145 - Security and Service Accounts.mp4 49.24 MB
146 - OAuth and End-user accounts.mp4 52.96 MB
147 - Identity and Access Management.mp4 52.12 MB
148 - Data Protection.mp4 67.5 MB
149 - Introducing the Hadoop Ecosystem.mp4 4.25 MB
150 - Hadoop.mp4 66.24 MB
151 - HDFS.mp4 131.75 MB
152 - MapReduce.mp4 100.81 MB
153 - Yarn.mp4 72.8 MB
154 - Hive.mp4 91.85 MB
155 - Hive vs. RDBMS.mp4 70.38 MB
156 - HQL vs. SQL.mp4 66.74 MB
157 - OLAP in Hive.mp4 53.1 MB
158 - Windowing Hive.mp4 85.5 MB
159 - Pig.mp4 76.75 MB
160 - More Pig.mp4 87.07 MB
161 - Spark.mp4 73.76 MB
162 - More Spark.mp4 109.87 MB
163 - Streams Intro.mp4 81.68 MB
164 - Microbatches.mp4 36.98 MB
165 - Window Types.mp4 33.42 MB
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