Category: Tutorials

80.38 MB | 6min 44s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English​

Files Included :
FileName :01-The Generative AI Divide.mp4 | Size: (11.82 MB)
FileName :02-Writing AI-ready Requirements.mp4 | Size: (12.94 MB)
FileName :01-The Translation Problem.mp4 | Size: (7.9 MB)
FileName :02-Mapping and Maintaining Alignment.mp4 | Size: (11.33 MB)
FileName :01-Preventing Scope Drift.mp4 | Size: (4.87 MB)
FileName :02-Measuring What Matters.mp4 | Size: (9.66 MB)]
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193.74 MB | 4min 33s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English​

Files Included :
FileName :01-Understanding Hallucinations in LLM Systems.mp4 | Size: (5.4 MB)
FileName :02-Root Causes of Hallucinations.mp4 | Size: (5 MB)
FileName :03-Demo Demonstrating Hallucination Scenarios.mp4 | Size: (14.04 MB)
FileName :04-Mitigation Strategies Verification Grounding and Guardrails.mp4 | Size: (5.77 MB)
FileName :05-Demo Implementing Verification Grounding and Guardrails.mp4 | Size: (31.56 MB)
FileName :01-Prompting Anti-patterns and Best Practices.mp4 | Size: (5.05 MB)
FileName :02-Demo Improving Prompts for Better Reliability.mp4 | Size: (49.89 MB)
FileName :03-Improving Retrieval Quality Chunking and Metadata.mp4 | Size: (6.4 MB)
FileName :04-Demo Implementing Better Chunking for Improved Retrieval Quality.mp4 | Size: (41.45 MB)
FileName :05-Demo Implementing Metadata Filtering for Improved Retrieval Quality.mp4 | Size: (13.96 MB)
FileName :06-Query Reformulation and Pipeline Analysis.mp4 | Size: (6.76 MB)]
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218.53 MB | 5min 57s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English​

Files Included :
FileName :01-Setting up a GenAI meeting note taker.mp4 | Size: (16.44 MB)
FileName :02-Leveraging meeting data Videos transcripts and action items.mp4 | Size: (23.92 MB)
FileName :03-Organizing projects Action items tasks and timelines in Asana.mp4 | Size: (26.53 MB)
FileName :01-Communicating with colleagues Internal messages and handoffs.mp4 | Size: (41.75 MB)
FileName :02-Optimizing projects in flight Status reports updates and problem-solving.mp4 | Size: (38.52 MB)]
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301.17 MB | 4min 28s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English​

Files Included :
FileName :01-Embeddings from Vectors to Semantics.mp4 | Size: (8.09 MB)
FileName :02-The Mathematics of Semantic Similarity.mp4 | Size: (9 MB)
FileName :03-Understanding Vector Spaces through Visualization.mp4 | Size: (8.23 MB)
FileName :04-Embedding Models OpenAI Cohere and Open Source.mp4 | Size: (7.91 MB)
FileName :05-Evaluating Embedding Quality MTEB and Beyond.mp4 | Size: (9.8 MB)
FileName :06-Generating Embeddings at Scale.mp4 | Size: (15.45 MB)
FileName :07-Building Robust Embedding Pipelines.mp4 | Size: (7.3 MB)
FileName :08-Semantic Similarity Search in Practice.mp4 | Size: (11.66 MB)
FileName :01-Vector Stores.mp4 | Size: (6.79 MB)
FileName :02-Vector Database Internals.mp4 | Size: (6.15 MB)
FileName :03-Indexing Algorithms.mp4 | Size: (10.81 MB)
FileName :04-Storage Strategies for Scale.mp4 | Size: (11.91 MB)
FileName :05-Vector Database Comparison.mp4 | Size: (8.51 MB)
FileName :06-Pgvector and Self-hosted Solutions.mp4 | Size: (9.76 MB)
FileName :07-Designing Vector Database Schemas.mp4 | Size: (7.48 MB)
FileName :08-Advanced Query Patterns.mp4 | Size: (4.32 MB)
FileName :09-Production Operations.mp4 | Size: (5.27 MB)
FileName :10-Monitoring Index Health and Recovery.mp4 | Size: (4.21 MB)
FileName :01-Knowledge Graphs Fundamentals.mp4 | Size: (5.03 MB)
FileName :02-Knowledge Graphs vs Databases vs Vector Stores.mp4 | Size: (5.3 MB)
FileName :03-Ontology and Schema Design.mp4 | Size: (6.81 MB)
FileName :04-Entity Recognition from Unstructured Text.mp4 | Size: (4.7 MB)
FileName :05-Relation Extraction and Knowledge Construction.mp4 | Size: (4.46 MB)
FileName :06-Building Knowledge Graphs with LLMs.mp4 | Size: (7.96 MB)
FileName :07-Graph Embedding Techniques.mp4 | Size: (5.07 MB)
FileName :08-Hybrid Retrieval Vectors and Graph Traversal.mp4 | Size: (15.84 MB)
FileName :09-Querying Knowledge Graphs.mp4 | Size: (6.71 MB)
FileName :10-Knowledge Graph Maintenance and Evolution.mp4 | Size: (12.27 MB)
FileName :01-End-to-end Data Pipeline Architecture.mp4 | Size: (6.07 MB)
FileName :02-Chunking Strategies.mp4 | Size: (11.63 MB)
FileName :03-Multi Modal Content Handling.mp4 | Size: (11.14 MB)
FileName :04-Metadata Enrichment and Context Injection.mp4 | Size: (11.04 MB)
FileName :05-Orchestrating Pipelines.mp4 | Size: (8.25 MB)
FileName :06-Synthetic Data Generation and Testing.mp4 | Size: (6.12 MB)]
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430.65 MB | 9min 31s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English​

Files Included :
FileName :01-Introduction to Model Serving Patterns.mp4 | Size: (17.38 MB)
FileName :02-Demo Online Prediction with Vertex AI.mp4 | Size: (36.55 MB)
FileName :03-Serving with Different Frameworks.mp4 | Size: (7.53 MB)
FileName :04-Demo Deploying a PyTorch Model.mp4 | Size: (21.33 MB)
FileName :05-Batch Prediction Options.mp4 | Size: (11.53 MB)
FileName :06-Demo Running a Batch Prediction Job.mp4 | Size: (25.29 MB)
FileName :01-Importance of a Model Registry.mp4 | Size: (10.68 MB)
FileName :02-Demo Using Vertex AI Model Registry.mp4 | Size: (20.31 MB)
FileName :03-Strategies for Safe Model Rollouts.mp4 | Size: (8.84 MB)
FileName :04-Demo Implementing AB Testing.mp4 | Size: (8.05 MB)
FileName :05-Monitoring Model Performance.mp4 | Size: (10.61 MB)
FileName :06-Demo Monitoring Model Serving Metrics.mp4 | Size: (10.5 MB)
FileName :01-Scaling Online Serving Infrastructure.mp4 | Size: (10.74 MB)
FileName :02-Choosing the Right Hardware.mp4 | Size: (13.11 MB)
FileName :03-Demo Configuring Machine Types and Scaling.mp4 | Size: (19.98 MB)
FileName :04-Vertex AI Feature Store Overview.mp4 | Size: (11.34 MB)
FileName :05-Demo Serving Features with Feature Store.mp4 | Size: (25.27 MB)
FileName :06-Containerized Serving Options.mp4 | Size: (10.76 MB)
FileName :01-Optimizing Model for Production.mp4 | Size: (8.27 MB)
FileName :02-Demo Optimizing a Model for Latency.mp4 | Size: (11.37 MB)
FileName :03-Network Security Public vs Private Endpoints.mp4 | Size: (9.84 MB)
FileName :04-Demo Setting up a Private Endpoint.mp4 | Size: (19.75 MB)
FileName :05-Tuning for Throughput and Latency.mp4 | Size: (8.78 MB)
FileName :01-Exam Strategy and Question Types.mp4 | Size: (11.04 MB)
FileName :02-Scenario Walkthrough – 1 Serving and Scaling.mp4 | Size: (12.9 MB)
FileName :03-Scenario Walkthrough – 2 Serving and Scaling.mp4 | Size: (14.82 MB)]
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166.19 MB | 6min 44s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English​

Files Included :
FileName :01-BigQuery ML Fundamentals and Model Selection.mp4 | Size: (14.6 MB)
FileName :02-Feature Engineering and Preprocessing in SQL.mp4 | Size: (9.22 MB)
FileName :03-Evaluation Inference and Model Export.mp4 | Size: (6.93 MB)
FileName :01-Accelerating Development with Pre-trained ML APIs.mp4 | Size: (10.15 MB)
FileName :02-Working with Model Garden and Vertex AI Studio.mp4 | Size: (12.97 MB)
FileName :03-Building RAG Applications with Vertex AI Agent Builder.mp4 | Size: (10.15 MB)
FileName :04-Demo Building RAG Applications with Vertex AI Agent Builder.mp4 | Size: (8.43 MB)
FileName :01-Data Preparation and Labeling Services.mp4 | Size: (13.19 MB)
FileName :02-Training Models for Unstructured Data.mp4 | Size: (11.73 MB)
FileName :03-Building Tabular and Forecasting Models.mp4 | Size: (11.84 MB)
FileName :04-Evaluating and Debugging AutoML Models.mp4 | Size: (10.58 MB)
FileName :01-Exam Prep Developing ML Models with BigQuery ML.mp4 | Size: (10.5 MB)
FileName :02-Exam Prep Building AI Solutions with APIs and Foundation Models.mp4 | Size: (11.11 MB)
FileName :03-Exam Prep Training Custom Models with AutoML.mp4 | Size: (12.07 MB)]
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533.23 MB | 7min 9s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English​

Files Included :
FileName :01-System and Software Requirements.mp4 | Size: (1.76 MB)
FileName :02-Aspects of Data Storage.mp4 | Size: (3.32 MB)
FileName :03-Data Access Patterns.mp4 | Size: (10.68 MB)
FileName :04-Storage Services on Google Cloud.mp4 | Size: (7.8 MB)
FileName :05-ACID Compliance for Data Storage.mp4 | Size: (5.86 MB)
FileName :06-Google Cloud Storage Storage Classes.mp4 | Size: (17.93 MB)
FileName :07-Key Cloud Storage Concepts.mp4 | Size: (10.04 MB)
FileName :08-Accessing Cloud Storage.mp4 | Size: (4.84 MB)
FileName :09-Demo Explore Features of Google Cloud Storage Buckets.mp4 | Size: (24.8 MB)
FileName :10-Cloud SQL.mp4 | Size: (4.68 MB)
FileName :11-Cloud Spanner.mp4 | Size: (6.76 MB)
FileName :12-Important Cloud Spanner Features.mp4 | Size: (10.41 MB)
FileName :13-AlloyDB.mp4 | Size: (5.18 MB)
FileName :14-Cloud Bigtable.mp4 | Size: (7.47 MB)
FileName :15-Row Key Design and Hotspotting.mp4 | Size: (10.46 MB)
FileName :16-Cloud Firestore.mp4 | Size: (8.27 MB)
FileName :17-Cloud Memorystore.mp4 | Size: (7.13 MB)
FileName :01-Cloud BigQuery.mp4 | Size: (11.46 MB)
FileName :02-Time Travel and Table Snapshots.mp4 | Size: (7.36 MB)
FileName :03-BigQuery Views.mp4 | Size: (10.27 MB)
FileName :04-Optimizing Tables Partitioning.mp4 | Size: (4.89 MB)
FileName :05-Optimizing Tables Sharding.mp4 | Size: (8.3 MB)
FileName :06-Optimizing Tables Clustering.mp4 | Size: (6.25 MB)
FileName :07-Demo Clustering and Partitioning BigQuery Tables.mp4 | Size: (28.44 MB)
FileName :08-BigQuery APIs.mp4 | Size: (7.83 MB)
FileName :09-Data Normalization and Denormalization.mp4 | Size: (6.03 MB)
FileName :01-Data Lakehouse.mp4 | Size: (4.47 MB)
FileName :02-BigQuery External Tables.mp4 | Size: (3.39 MB)
FileName :03-BigLake.mp4 | Size: (5.86 MB)
FileName :04-BigLake External Tables.mp4 | Size: (5.61 MB)
FileName :05-BigLake Iceberg Tables.mp4 | Size: (5.56 MB)
FileName :06-BigLake Object Tables.mp4 | Size: (2.51 MB)
FileName :07-Demo BigQuery External Tables and BigLake Tables.mp4 | Size: (25.89 MB)
FileName :08-Choosing BigLake on the Exam.mp4 | Size: (3.01 MB)
FileName :09-BigQuery Omni.mp4 | Size: (8.77 MB)
FileName :01-Dataplex.mp4 | Size: (7.43 MB)
FileName :02-Dataplex and BigLake.mp4 | Size: (3.28 MB)
FileName :03-Dataplex Organization Structure.mp4 | Size: (5.3 MB)
FileName :04-Dataplex Lakes and Zones.mp4 | Size: (4.44 MB)
FileName :05-Dataplex Assets and Entries.mp4 | Size: (4.92 MB)
FileName :06-Demo Creating Dataplex Zones Lakes and Assets.mp4 | Size: (19.87 MB)
FileName :01-Exam Preparation.mp4 | Size: (4.06 MB)
FileName :02-Examples of Exam Questions.mp4 | Size: (34.02 MB)]
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467.38 MB | 7min 35s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English​

Files Included :
FileName :01-System and Software Requirements.mp4 | Size: (1.65 MB)
FileName :02-Batch and Stream Processing.mp4 | Size: (14.53 MB)
FileName :03-Data Pipelines and Orchestration Frameworks.mp4 | Size: (7.46 MB)
FileName :04-Batch Pipelines on Google Cloud.mp4 | Size: (6.41 MB)
FileName :05-ETL vs ELT Pipelines.mp4 | Size: (13.41 MB)
FileName :06-Stream Processing on Google Cloud.mp4 | Size: (3.52 MB)
FileName :07-Hybrid ETL and ELT Approaches and Choosing the Right Pipeline Option.mp4 | Size: (9.83 MB)
FileName :08-Serverless Pipelines with Dataflow.mp4 | Size: (12.36 MB)
FileName :09-Core Data Transforms.mp4 | Size: (3.97 MB)
FileName :10-Advanced Dataflow Concepts Side Inputs Side Outputs Dead Letter Tables.mp4 | Size: (10.4 MB)
FileName :11-Advanced Dataflow Concepts Fusion and Unfusion.mp4 | Size: (6.1 MB)
FileName :12-Dataflow Templates and Dataflow Flags.mp4 | Size: (9.06 MB)
FileName :13-Hadoop Workflows with Dataproc.mp4 | Size: (15.65 MB)
FileName :14-Spark Streaming with Dataproc Serverless.mp4 | Size: (4.32 MB)
FileName :15-Choosing the Right Data Processing Service.mp4 | Size: (11.3 MB)
FileName :16-Streaming with PubSub.mp4 | Size: (7.82 MB)
FileName :17-Key PubSub Concepts.mp4 | Size: (8.58 MB)
FileName :01-Data Cleansing with DataPrep.mp4 | Size: (6.78 MB)
FileName :02-Demo Configure a Dataflow Pipeline for Batch Processing.mp4 | Size: (22.07 MB)
FileName :03-Demo Running a Batch Pipeline on Dataflow.mp4 | Size: (35.84 MB)
FileName :04-Demo Configure a Dataflow Pipeline with Side Output.mp4 | Size: (29.82 MB)
FileName :05-Demo Configure a Dataflow Pipeline with Side Input.mp4 | Size: (32.72 MB)
FileName :06-Demo Set up and Configure a Dataproc Cluster.mp4 | Size: (20.31 MB)
FileName :07-Demo Run a Spark Batch Processing Job on Dataproc.mp4 | Size: (16.54 MB)
FileName :08-Demo Run a Spark Job on Dataproc Serverless.mp4 | Size: (17.01 MB)
FileName :09-Demo Set up a PubSub Topic and Subscription.mp4 | Size: (12.27 MB)
FileName :10-Demo Stream Processing Messages from PubSub Using Dataflow.mp4 | Size: (27.89 MB)
FileName :11-Windowing on Streaming Data.mp4 | Size: (2.93 MB)
FileName :12-Types of Windows and Choosing the Right Type.mp4 | Size: (8.25 MB)
FileName :13-Watermarks and Late Data.mp4 | Size: (5.39 MB)
FileName :01-Orchestrating Workflows Using Cloud Composer.mp4 | Size: (8.3 MB)
FileName :02-Orchestrating Workflows Using Cloud Workflows.mp4 | Size: (5.28 MB)
FileName :03-Choosing the Right Orchestration Framework.mp4 | Size: (3.26 MB)
FileName :04-CICD on Google Cloud.mp4 | Size: (12.76 MB)
FileName :01-Important Topics for the Exam.mp4 | Size: (3.87 MB)
FileName :02-Examples of Exam Questions.mp4 | Size: (21.4 MB)]
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455.63 MB | 6min 50s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English​

Files Included :
FileName :01-System and Software Requirements.mp4 | Size: (1.94 MB)
FileName :02-Resource Hierachy of Components on Google Cloud.mp4 | Size: (12.64 MB)
FileName :03-Demo Orient with Google Cloud Console.mp4 | Size: (20.69 MB)
FileName :04-Cloud IAM Principals.mp4 | Size: (12.85 MB)
FileName :05-Cloud IAM Roles and Resources.mp4 | Size: (8.18 MB)
FileName :06-Demo Create a BigQuery Resource and View Roles and Principals.mp4 | Size: (10.85 MB)
FileName :07-Demo Use IAM to Assign Granular Roles to Principals.mp4 | Size: (21.98 MB)
FileName :08-Symmetric and Asymmetric Keys for Encryption.mp4 | Size: (4.4 MB)
FileName :09-Data Security Considerations on Google Cloud.mp4 | Size: (15.15 MB)
FileName :10-Handling Sensitive and Private Data.mp4 | Size: (13.62 MB)
FileName :11-Shared Responsibility Shared Fate and Regulatory Compliance.mp4 | Size: (12 MB)
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FileName :01-Data Pipelines ETL and ELT.mp4 | Size: (13.29 MB)
FileName :02-Choosing ETL or ELT.mp4 | Size: (5.51 MB)
FileName :03-Serverless Data Pipelines with Dataflow.mp4 | Size: (14.46 MB)
FileName :04-Demo Dataflow Pipeline with Job Builder – Configure Google Cloud Storage Source.mp4 | Size: (14.86 MB)
FileName :05-Demo Dataflow Pipeline with Job Builder – Configure Transforms and BigQuery Sink.mp4 | Size: (15.48 MB)
FileName :06-Demo Validate and Run the Dataflow Pipeline.mp4 | Size: (21.1 MB)
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FileName :08-No Code Workflows Using Cloud Data Fusion.mp4 | Size: (8.57 MB)
FileName :09-SQL-based Transformation with Dataform.mp4 | Size: (6.59 MB)
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FileName :02-ACID Compliance for Data Storage.mp4 | Size: (6.95 MB)
FileName :03-Choosing the Right Data Processing Service.mp4 | Size: (13.82 MB)
FileName :04-Networking Concepts on Google Cloud.mp4 | Size: (8.09 MB)
FileName :05-Interconnecting Networks.mp4 | Size: (15.18 MB)
FileName :06-Security Concepts for Private Networking.mp4 | Size: (12.04 MB)
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FileName :07-Database Migration Services.mp4 | Size: (8.74 MB)
FileName :08-Demo Cloud-to-cloud Data Transfer Using the Storage Transfer Service.mp4 | Size: (27.75 MB)
FileName :01-Important Topics for the Exam.mp4 | Size: (4.88 MB)
FileName :02-Sample Questions.mp4 | Size: (31.26 MB)]
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336.67 MB | 5min 26s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English​

Files Included :
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FileName :02-Demo Setting up Secure Connections to Cloud SQL and Firestore.mp4 | Size: (17.91 MB)
FileName :03-Demo Reading and Writing Data.mp4 | Size: (10.81 MB)
FileName :04-Working with Cloud Storage for Application Data.mp4 | Size: (15.28 MB)
FileName :05-Designing Event-driven Apps with PubSub.mp4 | Size: (8.6 MB)
FileName :06-Demo Publishing and Consuming PubSub Messages.mp4 | Size: (12.06 MB)
FileName :01-Enabling APIs and Understanding Cloud Endpoints.mp4 | Size: (10.06 MB)
FileName :02-Using Google Cloud Client Libraries in Applications.mp4 | Size: (7.69 MB)
FileName :03-Using REST and gRPC to Call Cloud APIs.mp4 | Size: (7.21 MB)
FileName :04-Handling Pagination Partial Responses and Filtering.mp4 | Size: (7.9 MB)
FileName :05-Improving API Performance with Batching and Caching.mp4 | Size: (7.26 MB)
FileName :06-Applying Exponential Backoff and Retry Logic.mp4 | Size: (9.82 MB)
FileName :07-Using Service Accounts to Authenticate API Calls.mp4 | Size: (9.9 MB)
FileName :01-Logs Metrics and Traces Explained.mp4 | Size: (9.28 MB)
FileName :02-Demo Adding Structured Logging to Your App.mp4 | Size: (14.55 MB)
FileName :03-Creating Custom Metrics and Dashboards.mp4 | Size: (9.67 MB)
FileName :04-Distributed Tracing with Cloud Trace.mp4 | Size: (9.44 MB)
FileName :05-Troubleshooting with Cloud Logging and Monitoring.mp4 | Size: (11.33 MB)
FileName :06-Managing Application Errors Using Error Reporting.mp4 | Size: (8.58 MB)
FileName :07-Accelerating Troubleshooting with Gemini Cloud Assist.mp4 | Size: (5.61 MB)
FileName :01-Designing Fault-tolerant API Integration Architectures.mp4 | Size: (13.66 MB)
FileName :02-Securing API Access with IAM and Least Privilege.mp4 | Size: (6.17 MB)
FileName :03-Implementing Caching Layers For High-traffic Applications.mp4 | Size: (12.41 MB)
FileName :04-Managing API Quotas and Limits and Monitoring Usage.mp4 | Size: (7.95 MB)
FileName :05-End-to-end Example Production-ready API Client.mp4 | Size: (12.91 MB)
FileName :01-High-value Exam Topics and What to Expect.mp4 | Size: (15.58 MB)
FileName :02-Exam-style Walkthrough Using a Multi-service App.mp4 | Size: (15.52 MB)]
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