Files Included :

001 Course Introduction.mp4 (50.13 MB)
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002 Machine Learning Scenario.mp4 (30.13 MB)
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003 What Is Machine Learning.mp4 (87.42 MB)
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004 Understanding GCPs Machine Learning Products.mp4 (65.06 MB)
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005 Googles Responsible AI Practices.mp4 (59.75 MB)
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001 Introduction.mp4 (82.02 MB)
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002 Translating Business Challenges into Machine Learning Use Cases.mp4 (120.85 MB)
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003 Exploring GCPs Prepackaged Machine Learning Solutions.mp4 (89.1 MB)
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006 Defining Machine Learning Problems.mp4 (97.4 MB)
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007 Defining Business Success Criteria.mp4 (41.81 MB)
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008 Tracking and Running Machine Learning Experiments.mp4 (36.85 MB)
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009 Identifying Risks to the Feasibility of Machine Learning Solutions.mp4 (60.89 MB)
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010 Summary.mp4 (44.14 MB)
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011 Exam Tips.mp4 (71.83 MB)
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001 Introduction.mp4 (37.53 MB)
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002 Matching Machine Learning Services to Their Use Cases.mp4 (76.45 MB)
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004 Understanding Machine Learning Component Types.mp4 (51.12 MB)
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005 Demo Removing Sensitive Data with Cloud Data Loss Prevention.mp4 (147.94 MB)
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006 Exploring and Analyzing Data.mp4 (80 MB)
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008 Automating Orchestrating Serving and Monitoring Machine Learning Projects.mp4 (72.33 MB)
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009 Choosing Google Cloud Hardware Components.mp4 (71.92 MB)
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010 Demo Using GPU and TPU Hardware to Accelerate Machine Learning Pipelines.mp4 (91.81 MB)
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011 Designing Architecture in Compliance with Security Concerns.mp4 (112.71 MB)
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012 Summary.mp4 (36.64 MB)
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013 Exam Tips.mp4 (42.5 MB)
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001 Introduction.mp4 (18.96 MB)
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002 Understanding Data Preparation and Processing.mp4 (80.7 MB)
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003 Exploring Data with Exploratory Data Analysis (EDA).mp4 (70.84 MB)
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004 Demo Prototyping Machine Learning Models with Vertex AI Workbench.mp4 (105.33 MB)
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005 Building Artificial Intelligence Solutions with Machine Learning APIs.mp4 (46.94 MB)
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006 Demo Using Document AI to Process Documents at Scale.mp4 (64.74 MB)
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007 Collaborative Model Prototyping Using Jupyter Notebooks.mp4 (69.11 MB)
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008 Building Data Pipelines.mp4 (42.58 MB)
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010 Feature Engineering.mp4 (116.08 MB)
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011 Demo Creating and Consolidating Features with Vertex AI Feature Store.mp4 (111.85 MB)
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012 Summary.mp4 (32.07 MB)
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013 Exam Tips.mp4 (41.36 MB)
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001 Introduction.mp4 (20.36 MB)
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002 Overview of Building Models.mp4 (151.79 MB)
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003 Training Models.mp4 (51.93 MB)
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004 Demo Creating and Serving a Machine Learning Model Using Vertex AI and AutoML.mp4 (112.78 MB)
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005 Testing Models.mp4 (83.64 MB)
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006 Demo Building a Machine Learning Model with BigQuery ML.mp4 (165.33 MB)
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008 Demo Creating a Distributed Vertex AI Job.mp4 (81.07 MB)
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009 Scaling Model Training and Serving.mp4 (49.44 MB)
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010 Demo Tuning Hyperparameters.mp4 (103.12 MB)
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011 Summary.mp4 (65.86 MB)
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012 Exam Tips.mp4 (45.61 MB)
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001 Introduction.mp4 (21.18 MB)
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002 Designing and Implementing Training Pipelines.mp4 (68.33 MB)
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003 Implementing Serving Pipelines.mp4 (56.07 MB)
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005 Tracking and Auditing Metadata.mp4 (44.42 MB)
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006 Demo Automating Model Training.mp4 (59.68 MB)
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007 Summary.mp4 (22.99 MB)
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008 Exam Tips.mp4 (50.01 MB)
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001 Introduction.mp4 (26.72 MB)
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002 Monitoring and Troubleshooting Machine Learning Solutions.mp4 (91.92 MB)
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003 Tuning the Performance of Machine Learning Solutions for Training and Serving in Production.mp4 (49.19 MB)
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004 Summary.mp4 (19.34 MB)
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005 Exam Tips.mp4 (38.29 MB)
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001 Preparing for the Exam.mp4 (80.46 MB)
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001 Course Summary.mp4 (53.78 MB)
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002 Conclusion and Whats Next.mp4 (61.65 MB)
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