Udemy - Azure Mastery DP-100 AI-900 DP-900 DP-300 AI Chatbot

Files Included :

1 - Introduction to Course.mp4 (10.11 MB)
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10 - Create Compute Targets and Clusters.mp4 (29.18 MB)
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11 - Creating our First ML Pipeline.mp4 (99.22 MB)
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12 - Submitting Pipeline.mp4 (91.53 MB)
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13 - Custom Code in Pipeline.mp4 (56.12 MB)
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14 - Understanding Complicated Pipeline.mp4 (165.57 MB)
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15 - Evaluating Execution Results.mp4 (61.79 MB)
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16 - Errors in Azure ML Designer.mp4 (54.09 MB)
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17 - Various Modules of Azure ML Designer.mp4 (135.63 MB)
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18 - Setup SDK.mp4 (109.83 MB)
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19 - Create ML Workspace using SDK.mp4 (78.34 MB)
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2 - Exam Requirements.mp4 (93.54 MB)
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20 - Simple Program in Python.mp4 (101.89 MB)
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21 - Train Model using SDK.mp4 (36.73 MB)
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22 - Submit Experiment using SDK.mp4 (50.21 MB)
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23 - Create a Pipeline by using SDK.mp4 (120.91 MB)
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24 - AutoML Overview.mp4 (49.34 MB)
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25 - AutoML with SDK.mp4 (33.49 MB)
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26 - Understanding what is Hyper drive.mp4 (59.17 MB)
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27 - Register a Trained Model.mp4 (28.04 MB)
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28 - Create Production Compute Targets.mp4 (37.8 MB)
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29 - Deploy AutoML.mp4 (68.34 MB)
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3 - Create an Azure Machine Learning Workspace.mp4 (56.53 MB)
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30 - Create an AutoML Endpoint.mp4 (34.27 MB)
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31 - Deploy ML Designer for Real Time.mp4 (44.1 MB)
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32 - Deploy SDK Models.mp4 (58.32 MB)
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33 - Publish a Pipeline for Batch Inference.mp4 (20.65 MB)
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34 - Conclusion.mp4 (2.6 MB)
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4 - Azure ML Workspace Settings Portal.mp4 (45.3 MB)
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5 - Azure ML Studio Settings.mp4 (25.04 MB)
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6 - Data Stores and Datasets.mp4 (133.1 MB)
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7 - Create Additional Datasets.mp4 (60.24 MB)
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8 - Create an Experiment Compute Instance.mp4 (26.37 MB)
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9 - Manage Multiple Compute Instances.mp4 (32.12 MB)
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35 - Introduction to Course.mp4 (34.11 MB)
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36 - What is Artificial Intelligence.mp4 (24.99 MB)
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37 - Machine Learning Model.mp4 (37.57 MB)
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38 - AI900 Exam Requirements.mp4 (61.34 MB)
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39 - Common AI workloads.mp4 (53.08 MB)
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40 - Guiding principles for Responsible AI.mp4 (30.9 MB)
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41 - Privacy and Security.mp4 (23.17 MB)
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42 - Transparence and Accountability.mp4 (27.9 MB)
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43 - MS Official website for AI Principles.mp4 (27.13 MB)
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44 - Common ML Types.mp4 (32.95 MB)
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45 - Dataset Features and Labels.mp4 (18.05 MB)
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46 - Training and Validation Dataset.mp4 (46.11 MB)
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47 - FPR and AUC.mp4 (28.7 MB)
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48 - Auto ML.mp4 (20.62 MB)
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49 - DemoCreate Azure ML Workspace.mp4 (54.12 MB)
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50 - Use AutoML to Build a noCode Model.mp4 (65.44 MB)
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51 - ML Designer.mp4 (17.01 MB)
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52 - ML Designer to Build a noCode Model.mp4 (142.93 MB)
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53 - Common types of Computer Vision Workloads.mp4 (32.11 MB)
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54 - Computer Vision Services in Microsoft Azure.mp4 (40.11 MB)
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55 - Using Computer Vision Service.mp4 (87.34 MB)
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56 - Using Custom Vision Service.mp4 (71.42 MB)
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57 - NLP Workloads.mp4 (38.2 MB)
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58 - NLP Services.mp4 (20.88 MB)
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59 - Common Types of Conversational AI workloads.mp4 (18.9 MB)
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60 - Conversational AI Services in Azure.mp4 (11.45 MB)
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61 - Conclusion.mp4 (3.4 MB)
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62 - Introduction to Course.mp4 (34.86 MB)
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63 - Exam Requirements.mp4 (42.63 MB)
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64 - Describe Ways to Represent Data.mp4 (94.31 MB)
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65 - Identify Options For Data Storage.mp4 (54.71 MB)
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66 - Describe Common Data Workloads.mp4 (59.09 MB)
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67 - Responsibilities For Data Workloads.mp4 (11.93 MB)
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68 - Identify Features of Relational Data.mp4 (23.39 MB)
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69 - Describe Normalization.mp4 (40.95 MB)
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70 - Three Normal Forms.mp4 (19.08 MB)
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71 - Demo Sample Database.mp4 (141.5 MB)
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72 - Identify Common Structured Query Language.mp4 (36.07 MB)
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73 - Demo Create A Database View.mp4 (69.01 MB)
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74 - Demo Create A Stored Procedure.mp4 (120.03 MB)
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75 - Demo Create An Index.mp4 (143.77 MB)
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76 - Relational DBs Introduction.mp4 (80.16 MB)
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77 - Azure Relational DB Options.mp4 (54.14 MB)
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78 - Creating Azure SQL Database.mp4 (119.18 MB)
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79 - Arm Templates to Manage SQL Databases.mp4 (93.18 MB)
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80 - SQL Database Security.mp4 (38.91 MB)
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81 - Relational Query Tools.mp4 (26.11 MB)
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82 - Introduction to Non Relational DBs.mp4 (27.54 MB)
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83 - Non Relational Data Types.mp4 (32.15 MB)
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84 - Choose A NoSQL Database.mp4 (28.11 MB)
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85 - Azure Non Relational DB Options.mp4 (26.03 MB)
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86 - Creation Cosmos DB.mp4 (57.65 MB)
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87 - Query Cosmos DB.mp4 (65.15 MB)
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88 - Use Arm Templates to Manage Cosmos DB.mp4 (30.97 MB)
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89 - Cosmos DB Security.mp4 (25.26 MB)
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91 - Modern Data Warehouse.mp4 (20.44 MB)
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92 - Azure Data Factory.mp4 (31.21 MB)
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93 - Data Visualization.mp4 (24.99 MB)
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94 - Power Bi Content Workflow.mp4 (11.93 MB)
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95 - Conclusion.mp4 (9.09 MB)
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100 - SQL Database Options Overview.mp4 (75.01 MB)
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101 - Creating Azure VM and Installing SQL Server.mp4 (76.86 MB)
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102 - Connect Database Through Port 1433.mp4 (25.45 MB)
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103 - Deploying SQL Server from the Azure Marketplace.mp4 (23.15 MB)
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104 - Maintenance Window.mp4 (7.94 MB)
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105 - Install Azure SQL Database.mp4 (68.61 MB)
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106 - Using Sample Database.mp4 (12.84 MB)
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107 - How to Choose an Azure Relational Database.mp4 (30.88 MB)
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108 - Evaluate Functional Requirements.mp4 (9.83 MB)
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109 - Evaluate Scaling Requirements.mp4 (6.78 MB)
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110 - Availability and Backup Requirements.mp4 (71.72 MB)
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111 - Security Requirements.mp4 (11.53 MB)
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112 - Scaling Azure SQL Database.mp4 (10.93 MB)
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113 - Using Elastic Pool Database to Scale.mp4 (31.85 MB)
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114 - Scaling SQL VM.mp4 (37.02 MB)
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115 - Using SQL DB Replicas and Sharding.mp4 (34.42 MB)
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116 - SQL Data Sync.mp4 (44.76 MB)
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117 - Prepare a Migration Strategy.mp4 (52.83 MB)
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118 - Prepare an Upgrade Strategy.mp4 (6.22 MB)
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119 - Run a Migration Assessment.mp4 (53.51 MB)
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120 - Perform a Database Migration.mp4 (33.18 MB)
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96 - Introduction to Course.mp4 (29.06 MB)
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97 - Exam Requirements.mp4 (76.78 MB)
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98 - Azure Free Account.mp4 (42.23 MB)
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99 - Azure Relational Databases Covered in Exam.mp4 (11.47 MB)
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121 - What is Cloud Computing.mp4 (41.17 MB)
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122 - Basic of azure cloud.mp4 (53.15 MB)
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123 - Basic of azure cloud Continues.mp4 (47.97 MB)
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124 - Disadvatge of azure cloud.mp4 (50.93 MB)
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125 - Disadvatge of azure cloud Continues.mp4 (24.4 MB)
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126 - Azure cloud component and use.mp4 (22.98 MB)
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127 - Azure portal and price of services.mp4 (71.26 MB)
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128 - App services.mp4 (38.57 MB)
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129 - Mobile services.mp4 (23.38 MB)
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130 - Full calculator.mp4 (43.51 MB)
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131 - Web application service.mp4 (70.62 MB)
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132 - Web application service Continues.mp4 (38.17 MB)
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133 - Azure virtual network.mp4 (38.71 MB)
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134 - DNS Servers and VPN Connectivity.mp4 (28.23 MB)
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135 - IBM Cloud Network.mp4 (31.08 MB)
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136 - Azure virtual machine.mp4 (30.88 MB)
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137 - How to create virtual machine.mp4 (40.61 MB)
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138 - Other things in virtual machine.mp4 (23.44 MB)
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139 - How to access virtual machine.mp4 (29.92 MB)
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140 - Azure virtual storage.mp4 (90.33 MB)
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141 - Azure Virtual Storage Continues.mp4 (41.05 MB)
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142 - Configuring vm networking in azure.mp4 (35.36 MB)
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143 - Configuring vm networking in azure Continues.mp4 (82.48 MB)
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144 - What is vm networking.mp4 (120.25 MB)
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145 - Perform configuration management.mp4 (81 MB)
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146 - Creating a network in cloud.mp4 (39.04 MB)
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147 - Subnetting.mp4 (44.22 MB)
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148 - Subnetting Continues.mp4 (20.39 MB)
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149 - Increase and decrease in the number of machines.mp4 (34.23 MB)
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150 - How to create sharepoint machine in azure with image.mp4 (45.54 MB)
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151 - How to create sharepoint machine in azure with image Continues.mp4 (67.61 MB)
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152 - How to create windows vm and linux vm.mp4 (31.34 MB)
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153 - What is end point.mp4 (51.4 MB)
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154 - Public port and private port.mp4 (37.51 MB)
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155 - How to create windows and linux machine using portal.mp4 (34.65 MB)
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156 - How to make autoscaling of machine.mp4 (58.78 MB)
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157 - Adding weband web job applcation to web site.mp4 (110.87 MB)
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158 - How to implemnent web site.mp4 (36.91 MB)
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159 - How to implemnent web site Continues.mp4 (40.54 MB)
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160 - Adding machine to availibilty set.mp4 (110.89 MB)
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161 - Brief introduction to virtual machines.mp4 (50.1 MB)
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162 - What is the scalibility.mp4 (23.02 MB)
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163 - Creating a web application.mp4 (59.95 MB)
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164 - Database configuration.mp4 (118.28 MB)
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165 - Connecting azure to on site network.mp4 (45.95 MB)
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166 - Cloud services.mp4 (33.79 MB)
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167 - Scaling facilities.mp4 (37.49 MB)
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168 - What is a networking.mp4 (22.66 MB)
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169 - What is a virtual network.mp4 (32.46 MB)
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170 - Virtual area network address.mp4 (10.83 MB)
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171 - What is a Webjob.mp4 (56.46 MB)
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172 - Creating a virtual machine.mp4 (28.11 MB)
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173 - Monitoring.mp4 (55.93 MB)
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174 - Server manager dashboard.mp4 (65.92 MB)
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175 - Components.mp4 (40.63 MB)
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176 - Local area network.mp4 (63.79 MB)
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177 - Reports.mp4 (39.04 MB)
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178 - SQL Database.mp4 (28.16 MB)
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179 - Recovery Services.mp4 (72.45 MB)
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180 - Remote desktop service azure provsion.mp4 (14.02 MB)
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181 - Desktop services.mp4 (137.87 MB)
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182 - Storsimple.mp4 (31.28 MB)
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183 - Cdnremote appmedia service.mp4 (51.75 MB)
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184 - How to migarte on premise to azure cloud.mp4 (100.38 MB)
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185 - How to migarte on premise to azure cloud Continues.mp4 (82.98 MB)
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186 - How to purchase additional subscrption.mp4 (52.08 MB)
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187 - Billing of azure.mp4 (28.48 MB)
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188 - Planing how to migarte on premise work load to azure cloud.mp4 (118.55 MB)
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189 - Planing how to Migarte on premise work load to azure cloud Continues.mp4 (26.04 MB)
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190 - Azure Hdmi.mp4 (112.52 MB)
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191 - Azure Machine Learning.mp4 (195.95 MB)
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192 - Biztalk Service.mp4 (111.76 MB)
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193 - Traffic Manager.mp4 (49.36 MB)
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194 - Select a Runbook.mp4 (60.35 MB)
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195 - HD Insight.mp4 (20.46 MB)
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196 - Introduction to Azure Cognitive.mp4 (38.62 MB)
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197 - Azure Free Tier Account Creation.mp4 (64.5 MB)
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198 - Vision API and Computer Vision Overview.mp4 (65.34 MB)
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199 - Computer Vision Hands on.mp4 (81.69 MB)
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200 - Computer Vision Hands on Continued.mp4 (58.06 MB)
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201 - Face API.mp4 (10.23 MB)
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202 - Face API Handson.mp4 (37.45 MB)
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203 - Custom Vision.mp4 (15.29 MB)
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204 - Custom Vision Handson.mp4 (103.19 MB)
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205 - Form and Ink Recognizer Overview.mp4 (11.42 MB)
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206 - Video Indexer Handson.mp4 (28.02 MB)
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207 - Form Recognizer Hands on.mp4 (102.58 MB)
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208 - Cognitive Speech Api.mp4 (2.23 MB)
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209 - Speech to Text Service.mp4 (3.09 MB)
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210 - Speech to Text Service Handson.mp4 (46.28 MB)
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211 - Text to Speech Service.mp4 (3.7 MB)
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212 - Text to Speech Service Handson.mp4 (96.76 MB)
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213 - Speech Translation Service Overview.mp4 (9.65 MB)
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214 - Speech Translation Service Handson.mp4 (183.08 MB)
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215 - Speech Recognise Overview.mp4 (3.73 MB)
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216 - Speech Recognise REST Api Usage.mp4 (117.73 MB)
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217 - Language Service.mp4 (3.98 MB)
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218 - Sentiment Analysis and Handson.mp4 (75.52 MB)
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219 - Language Translator Service and Handson.mp4 (48.84 MB)
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220 - Understanding Service.mp4 (2.67 MB)
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221 - Understanding Service Handson Part 1.mp4 (94.7 MB)
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222 - Understanding Service Handson Part 2.mp4 (100.43 MB)
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223 - Understanding Service Handson Part 3.mp4 (76.86 MB)
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224 - Understand Services in Action.mp4 (18.67 MB)
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225 - Entity Recognition.mp4 (1.05 MB)
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226 - Entity Recognition Handson.mp4 (59.19 MB)
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227 - Entity Recognition in Action.mp4 (47.11 MB)
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228 - QnA Maker Overview.mp4 (7.93 MB)
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229 - QnA Maker Handson.mp4 (38.57 MB)
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230 - QnA Maker in Action.mp4 (72.63 MB)
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231 - Cognitive Decision Service.mp4 (1.58 MB)
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232 - Content Moderator Overview.mp4 (10.46 MB)
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233 - Image Moderator Application.mp4 (177.02 MB)
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234 - Image Moderator Application Continued.mp4 (108.01 MB)
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235 - Text Moderation.mp4 (100.19 MB)
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236 - Moderation Application in Action.mp4 (34.22 MB)
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237 - Anomaly Detection Overview.mp4 (8.3 MB)
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238 - Anomaly Detection Handson Dependecies Import.mp4 (45.9 MB)
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239 - Anomaly Azure Conection.mp4 (68.11 MB)
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240 - Graph Ploting.mp4 (26.55 MB)
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241 - Anomaly Detection Function.mp4 (81.13 MB)
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242 - Anomaly Application in Action.mp4 (17.71 MB)
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243 - Decision Personalizer Overview.mp4 (5.1 MB)
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244 - Decision Personalizer Application Dependency.mp4 (75.4 MB)
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245 - Decision Personalizer Application.mp4 (58.74 MB)
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246 - Personalizer Service in Action.mp4 (18.26 MB)
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247 - Cognitive Web Search Overview.mp4 (3.61 MB)
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248 - Cognitive Web Search Subparts.mp4 (6.32 MB)
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249 - Cognitive Websearch Application Creation.mp4 (80.99 MB)
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250 - Cognitive Websearch Application Creation Continued.mp4 (55.17 MB)
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251 - Cognitive Websearch Application in Action.mp4 (53.03 MB)
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252 - Introduction to Course.mp4 (7.52 MB)
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253 - QnA Service.mp4 (121.35 MB)
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254 - Java Application Creation.mp4 (85.95 MB)
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255 - Resolving Issues from Application.mp4 (100.47 MB)
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256 - Running Java Aaplication.mp4 (91.46 MB)
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257 - Service Cleanup.mp4 (17.67 MB)
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258 - Introduction to Microsoft Azure Essentials.mp4 (1.57 MB)
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259 - Five Principles of Cloud.mp4 (22.6 MB)
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260 - History of Cloud Computing.mp4 (5.74 MB)
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261 - Key Types of Cloud Services.mp4 (18.73 MB)
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262 - Cloud Deployment Models.mp4 (7.08 MB)
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263 - Why Microsoft Azure.mp4 (10.57 MB)
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264 - What is Microsoft Azure.mp4 (28.8 MB)
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265 - Microsoft Azure Architecture.mp4 (14.03 MB)
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266 - Register for free Azure Account.mp4 (16.63 MB)
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267 - Demo Microsoft ARM Portal.mp4 (89.9 MB)
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268 - Demo ASM Portal.mp4 (35.48 MB)
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269 - Enterprise Account.mp4 (35.83 MB)
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270 - Azure Subscriptions and Account.mp4 (43.08 MB)
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271 - Tools for Azure.mp4 (19.36 MB)
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272 - Installing Azure Powershell.mp4 (103.97 MB)
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273 - Installing Azure CLI.mp4 (31.3 MB)
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274 - Azure CLI Getting Started.mp4 (98.48 MB)
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275 - Azure PowerShell ASM.mp4 (92.57 MB)
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276 - Azure Powershell ARM Basics.mp4 (4.42 MB)
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277 - Azure Virtual Machines.mp4 (4.58 MB)
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278 - What is Azure VM.mp4 (39.43 MB)
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279 - Azure VM Status.mp4 (6.66 MB)
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280 - Azure VM Billing.mp4 (10.77 MB)
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281 - Azure VM sizes.mp4 (11.7 MB)
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282 - Azure VM deployment Options.mp4 (12.78 MB)
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283 - Azure VM Architecture Classic.mp4 (17.03 MB)
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284 - Azure VM Architecture ARM.mp4 (21.3 MB)
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285 - Azure VM Pricing Tiers.mp4 (22.01 MB)
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286 - Create a Windows VM.mp4 (144 MB)
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287 - Create a Windows VM Continues.mp4 (54.5 MB)
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288 - Connecting to a Windows VM.mp4 (91.96 MB)
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289 - Create a Linux VM.mp4 (64.18 MB)
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290 - Connecting to a Linux VM.mp4 (84.59 MB)
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291 - Azure VM Disks.mp4 (59.44 MB)
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292 - Attaching Data Disk to a Windows VM.mp4 (41.04 MB)
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293 - Attaching Data Disk to a Linux VM.mp4 (88.34 MB)
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294 - High Availability in Azure.mp4 (30.17 MB)
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295 - High Availability in Azure Continues.mp4 (55.18 MB)
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296 - VM Availability Sets.mp4 (24.07 MB)
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297 - Creating an Availability Set.mp4 (18.53 MB)
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298 - Joining VM into an Availability Set.mp4 (14.78 MB)
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299 - Azure Virtual Network.mp4 (14.6 MB)
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300 - Azure Network Options.mp4 (22.23 MB)
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301 - Components of Virtual Networks.mp4 (20.59 MB)
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302 - Address Spaces and Subnets.mp4 (12.82 MB)
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303 - Network Security Groups.mp4 (22.79 MB)
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304 - Azure Load Balancers.mp4 (23.34 MB)
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305 - Azure Load Balancers Continues.mp4 (27.74 MB)
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306 - Azure HYbrid Connectivity Options.mp4 (38.52 MB)
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307 - Azure Traffic Manager.mp4 (49.43 MB)
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308 - Creating a Virtual Network and Subnets.mp4 (18.13 MB)
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309 - Creating VM in a VNet and Adding NSG Rules.mp4 (120.93 MB)
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310 - Azure storage.mp4 (6.35 MB)
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311 - Azure Blob Storage.mp4 (24.1 MB)
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312 - Azure Disk Storage.mp4 (6.15 MB)
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313 - Azure File Storage.mp4 (16.87 MB)
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314 - Azure Table Storage.mp4 (10.92 MB)
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315 - Azure Queue Storage.mp4 (21.64 MB)
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316 - Creating a Storage Account and Uploading a Blob.mp4 (25.5 MB)
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317 - Azure Web Apps.mp4 (56.97 MB)
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318 - Introduction to Azure Data Lake.mp4 (22.65 MB)
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319 - Introduction to Azure Data Lake Continue.mp4 (33.42 MB)
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320 - Creating Analytics Account.mp4 (35.06 MB)
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321 - Services in Azure Data Lake.mp4 (37.81 MB)
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322 - Processing Data Lake Store.mp4 (21.31 MB)
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323 - Concept of USQL Language.mp4 (55.16 MB)
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324 - Defining Analytics Units.mp4 (11.54 MB)
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325 - Adding Filter Operation.mp4 (44.88 MB)
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326 - Stages of Job.mp4 (18.09 MB)
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327 - Brief on USQL Language.mp4 (12.37 MB)
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328 - Extracitng a Row.mp4 (54.01 MB)
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329 - Schema on Read.mp4 (11.38 MB)
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330 - Aggregating the Data.mp4 (15.12 MB)
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331 - Changing the Group By.mp4 (28.52 MB)
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332 - Injesting Multiple Files.mp4 (28.18 MB)
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333 - Processing the Multiple Files.mp4 (28.78 MB)
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334 - Arranging the Data.mp4 (62.82 MB)
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335 - Distributing the Data.mp4 (62.83 MB)
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336 - Data from Data Lake.mp4 (38.5 MB)
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337 - Checking the Status Update.mp4 (65.65 MB)
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338 - Creating the View.mp4 (117.74 MB)
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339 - Table Valued Functions.mp4 (34.3 MB)
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340 - Script for Table Valued Functions.mp4 (48.86 MB)
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341 - Creating a Store Procedure.mp4 (30.44 MB)
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342 - Running Store Procedure.mp4 (26.29 MB)
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343 - How to use Inline cSharp.mp4 (26.93 MB)
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344 - Azure Portal to Visual Studio.mp4 (26.88 MB)
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345 - Creating New Project.mp4 (53.93 MB)
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346 - Services in Azure Account.mp4 (113.1 MB)
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347 - Submitting SQL Job.mp4 (19.78 MB)
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348 - Analyzing the Job.mp4 (77.16 MB)
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349 - Creating Project Function.mp4 (29.52 MB)
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350 - Monitoring the Status.mp4 (78.6 MB)
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351 - Job Comparison Tool.mp4 (17.28 MB)
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352 - Understanding Job Graph.mp4 (15.52 MB)
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353 - Understanding Job Graph Continues.mp4 (27.09 MB)
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354 - Executing the Job File.mp4 (26.48 MB)
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355 - Concept of Heat Map.mp4 (25.29 MB)
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356 - Vertex Execution View.mp4 (65.85 MB)
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357 - Concept of Job Effeciency.mp4 (15.04 MB)
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358 - Options in Diagnostics Tab.mp4 (74.75 MB)
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359 - Ways of Accessing Azure Data.mp4 (10.67 MB)
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360 - Creating Data Store Accounts.mp4 (32.94 MB)
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361 - Confirming Through Portal.mp4 (42.58 MB)
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362 - Creating a Directory Structure.mp4 (30.67 MB)
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363 - Uploading the Data.mp4 (146.66 MB)
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364 - Using the Powershell.mp4 (72.52 MB)
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365 - Commands for Azure CLI.mp4 (24.03 MB)
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366 - Data Lake Store Account.mp4 (27.98 MB)
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367 - Uploading Data with Azure CLI.mp4 (81.21 MB)
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368 - Renaming the File.mp4 (44.98 MB)
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369 - Deleting Data Lake Account.mp4 (22.47 MB)
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370 - Pricing of Azure Data Lake.mp4 (79.46 MB)
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371 - Summary on Azure Data Lake.mp4 (13.34 MB)
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