Pluralsight - Google Cloud Big Data and Machine Learning Fundamentals (by Google C...

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Files Included :

1 Course Overview.mp4 (207.93 KB)
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2 Course Introduction.mp4 (20.06 MB)
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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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09 Lab - Creating a Streaming Data Pipeline for a Real-Time Dashboard with Dataflow.mp4 (9.92 MB)
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10 Lab- Creating a Streaming Data Pipeline for a Real-Time Dashboard with Dataflow.mp4 (229.94 KB)
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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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