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Google Cloud Big Data and Machine Learning Fundamentals by Google Cloud
Language: English | Size:1.07 GB
Genre:eLearning

Files Included :

1  Course Overview.mp4 (207.93 KB)
MP4
2  Course Introduction.mp4 (20.06 MB)
MP4
01  Introduction to Google Cloud Platform.mp4 (220.52 KB)
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02  Introduction to Google Cloud Platform.mp4 (20.67 MB)
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03  Compute Power for Analytic and ML Workloads.mp4 (47.69 MB)
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04  Demo - Creating a VM on Compute Engine.mp4 (52.9 MB)
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05  Elastic Storage with Google Cloud Storage.mp4 (11.17 MB)
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06  Build on Google's Global Network.mp4 (12.63 MB)
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07  Security - On-premise vs Cloud-native.mp4 (7.79 MB)
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08  Evolution of Google Cloud Big Data Tools.mp4 (15.92 MB)
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09  Getting Started With GCP And Qwiklabs.mp4 (11.27 MB)
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10  Lab- Exploring a BigQuery Public Dataset.mp4 (214.66 KB)
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11  Choosing the Right Approach.mp4 (54.67 MB)
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12  What you can do with GCP.mp4 (17.35 MB)
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13  Activity - Explore a Customer Use Case.mp4 (34.83 MB)
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14  The Different Data Roles in an Organization.mp4 (22.02 MB)
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01  Product Recommendations using Cloud SQL and Spark.mp4 (228.19 KB)
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02  How Businesses Use Recommendation Systems.mp4 (41.83 MB)
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03  Introduction to Machine Learning.mp4 (18.22 MB)
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04  ML for Recommending Housing Rentals.mp4 (19.75 MB)
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05  Move From On-Premise to Google Cloud Platform.mp4 (26.74 MB)
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06  Demo - From Zero to an Apache Spark Job in 10 Minutes or Less.mp4 (18.31 MB)
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07  Challenge- Utilizing and tuning on-premise clusters.mp4 (21.96 MB)
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08  Move storage off-cluster with Google Cloud Storage.mp4 (9.7 MB)
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09  Lab - Recommending Products Using Cloud SQL and Spark.mp4 (4.86 MB)
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10  Lab- Recommending Products Using Cloud SQL and Spark.mp4 (221.26 KB)
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01  Predicting Visitor Purchases with Classification using BigQuery ML.mp4 (232.89 KB)
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02  Introduction to BigQuery.mp4 (21.84 MB)
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03  Demo - Query 2 Billion Lines of Code in Less Than 30 Seconds.mp4 (40.67 MB)
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04  BigQuery - Fast SQL Engine.mp4 (10.37 MB)
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05  Demo - Exploring Bike Share Data with SQL.mp4 (37.52 MB)
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06  Data Quality.mp4 (13.26 MB)
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07  BigQuery Managed Storage.mp4 (13.89 MB)
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08  Insights from Geographic Data.mp4 (10.31 MB)
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09  Demo - Analyzing Lightning Strikes with BigQuery GIS.mp4 (26.64 MB)
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10  Choosing a ML Model Type for Structured Data.mp4 (16.18 MB)
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11  Predicting Customer Lifetime Value.mp4 (21.73 MB)
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12  BigQueryML - Create Models with SQL.mp4 (20.52 MB)
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13  Phases in ML Model Lifecycle.mp4 (9.32 MB)
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14  BigQuery ML - Key Features Walkthrough.mp4 (14.38 MB)
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15  Lab- Predicting Visitor Purchases with a Classification Model with BigQuery ML.mp4 (228.15 KB)
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01  Real-time Dashboards with Pub Sub, Dataflow, and Data Studio.mp4 (233.36 KB)
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02  Modern Data Pipeline Challenges.mp4 (16.69 MB)
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03  Message-oriented Architectures with Cloud Pub-Sub.mp4 (11.77 MB)
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04  Designing Streaming Pipelines with Apache Beam.mp4 (9.41 MB)
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05  Implementing Streaming Pipelines on Cloud Dataflow.mp4 (8.75 MB)
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06  Visualizing Insights with Data Studio.mp4 (10.43 MB)
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07  Creating Charts with Data Studio.mp4 (5.05 MB)
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08  Demo - Data Studio Walkthrough.mp4 (26.19 MB)
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01  Deriving Insights from Unstructured Data using Machine Learning.mp4 (233.63 KB)
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02  Where is Unstructured ML used in business-.mp4 (26.26 MB)
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03  How Does ML on Unstructured Data Work-.mp4 (14.71 MB)
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04  Demo - ML built into Google Photos.mp4 (10.52 MB)
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05  Comparing Approaches to ML.mp4 (14.29 MB)
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06  Demo - Using ML Building Blocks.mp4 (21.65 MB)
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07  Using Pre-built AI to Create a Chatbot.mp4 (14.4 MB)
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08  Customizing Pre-built Models with AutoML.mp4 (18.58 MB)
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09  Lab - Classifying Images of Clouds in the Cloud with AutoML Vision.mp4 (909.43 KB)
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10  Lab- Classifying Images of Clouds in the Cloud with AutoML Vision.mp4 (222.4 KB)
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11  Building a Custom Model.mp4 (5.39 MB)
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12  Demo - Text Classification Done Three Ways.mp4 (114.22 MB)
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1  Summary.mp4 (199.44 KB)
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2  Course Summary.mp4 (12.71 MB)
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