Google Cloud Platform Big Data and Machine Learning Fundamentals | DDE89FE904BACAFCCF12869FFB6EC6A0E608C946

Google Cloud Platform Big Data and Machine Learning Fundamentals

Name	Google Cloud Platform Big Data and Machine Learning Fundamentals	DOWNLOAD Copy Link
Total Size	1.2 GB
Total Files	118
Hash	DDE89FE904BACAFCCF12869FFB6EC6A0E608C946

/1. Introduction to the Data and Machine Learning on Google Cloud Course/
1. Course Overview.mp4	212.9 KB
2. Course Introduction.mp4	21.0 MB
2. Course Introduction.srt	7.5 KB
/2. Introduction to Google Cloud Platform/
01. Introduction to Google Cloud Platform.mp4	225.8 KB
02. Introduction to Google Cloud Platform.mp4	21.7 MB
02. Introduction to Google Cloud Platform.srt	4.4 KB
03. Compute Power for Analytic and ML Workloads.mp4	50.0 MB
03. Compute Power for Analytic and ML Workloads.srt	12.0 KB
04. Demo - Creating a VM on Compute Engine.mp4	55.5 MB
04. Demo - Creating a VM on Compute Engine.srt	18.6 KB
05. Elastic Storage with Google Cloud Storage.mp4	11.7 MB
05. Elastic Storage with Google Cloud Storage.srt	7.8 KB
06. Build on Google's Global Network.mp4	13.2 MB
06. Build on Google's Global Network.srt	3.9 KB
07. Security - On-premise vs Cloud-native.mp4	8.2 MB
07. Security - On-premise vs Cloud-native.srt	3.9 KB
08. Evolution of Google Cloud Big Data Tools.mp4	16.7 MB
08. Evolution of Google Cloud Big Data Tools.srt	6.2 KB
09. Getting Started With GCP And Qwiklabs.mp4	11.8 MB
09. Getting Started With GCP And Qwiklabs.srt	5.7 KB
10. Lab- Exploring a BigQuery Public Dataset.mp4	219.8 KB
11. Choosing the Right Approach.mp4	57.3 MB
11. Choosing the Right Approach.srt	7.4 KB
12. What you can do with GCP.mp4	18.2 MB
12. What you can do with GCP.srt	4.5 KB
13. Activity - Explore a Customer Use Case.mp4	36.5 MB
13. Activity - Explore a Customer Use Case.srt	8.7 KB
14. The Different Data Roles in an Organization.mp4	23.1 MB
14. The Different Data Roles in an Organization.srt	8.8 KB
/3. Recommending Products using Cloud SQL and Spark/
01. Product Recommendations using Cloud SQL and Spark.mp4	233.7 KB
02. How Businesses Use Recommendation Systems.mp4	43.9 MB
02. How Businesses Use Recommendation Systems.srt	7.7 KB
03. Introduction to Machine Learning.mp4	19.1 MB
03. Introduction to Machine Learning.srt	7.3 KB
04. ML for Recommending Housing Rentals.mp4	20.7 MB
04. ML for Recommending Housing Rentals.srt	10.5 KB
05. Move From On-Premise to Google Cloud Platform.mp4	28.0 MB
05. Move From On-Premise to Google Cloud Platform.srt	12.3 KB
06. Demo - From Zero to an Apache Spark Job in 10 Minutes or Less.mp4	19.2 MB
06. Demo - From Zero to an Apache Spark Job in 10 Minutes or Less.srt	10.6 KB
07. Challenge- Utilizing and tuning on-premise clusters.mp4	23.0 MB
07. Challenge- Utilizing and tuning on-premise clusters.srt	7.9 KB
08. Move storage off-cluster with Google Cloud Storage.mp4	10.2 MB
08. Move storage off-cluster with Google Cloud Storage.srt	6.0 KB
09. Lab - Recommending Products Using Cloud SQL and Spark.mp4	5.1 MB
09. Lab - Recommending Products Using Cloud SQL and Spark.srt	2.6 KB
10. Lab- Recommending Products Using Cloud SQL and Spark.mp4	226.6 KB
/4. Predict Visitor Purchases Using BigQuery ML/
01. Predicting Visitor Purchases with Classification using BigQuery ML.mp4	238.5 KB
02. Introduction to BigQuery.mp4	22.9 MB
02. Introduction to BigQuery.srt	9.4 KB
03. Demo - Query 2 Billion Lines of Code in Less Than 30 Seconds.mp4	42.6 MB
03. Demo - Query 2 Billion Lines of Code in Less Than 30 Seconds.srt	18.2 KB
04. BigQuery - Fast SQL Engine.mp4	10.9 MB
04. BigQuery - Fast SQL Engine.srt	6.9 KB
05. Demo - Exploring Bike Share Data with SQL.mp4	39.3 MB
05. Demo - Exploring Bike Share Data with SQL.srt	19.6 KB
06. Data Quality.mp4	13.9 MB
06. Data Quality.srt	7.6 KB
07. BigQuery Managed Storage.mp4	14.6 MB
07. BigQuery Managed Storage.srt	8.6 KB
08. Insights from Geographic Data.mp4	10.8 MB
08. Insights from Geographic Data.srt	3.7 KB
09. Demo - Analyzing Lightning Strikes with BigQuery GIS.mp4	27.9 MB
09. Demo - Analyzing Lightning Strikes with BigQuery GIS.srt	12.3 KB
10. Choosing a ML Model Type for Structured Data.mp4	17.0 MB
10. Choosing a ML Model Type for Structured Data.srt	8.3 KB
11. Predicting Customer Lifetime Value.mp4	22.8 MB
11. Predicting Customer Lifetime Value.srt	8.5 KB
12. BigQueryML - Create Models with SQL.mp4	21.5 MB
12. BigQueryML - Create Models with SQL.srt	6.3 KB
13. Phases in ML Model Lifecycle.mp4	9.8 MB
13. Phases in ML Model Lifecycle.srt	4.1 KB
14. BigQuery ML - Key Features Walkthrough.mp4	15.1 MB
14. BigQuery ML - Key Features Walkthrough.srt	7.9 KB
15. Lab- Predicting Visitor Purchases with a Classification Model with BigQuery ML.mp4	233.6 KB
/5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/
01. Real-time Dashboards with Pub_Sub, Dataflow, and Data Studio.mp4	239.0 KB
02. Modern Data Pipeline Challenges.mp4	17.5 MB
02. Modern Data Pipeline Challenges.srt	5.0 KB
03. Message-oriented Architectures with Cloud Pub-Sub.mp4	12.3 MB
03. Message-oriented Architectures with Cloud Pub-Sub.srt	9.5 KB
04. Designing Streaming Pipelines with Apache Beam.mp4	9.9 MB
04. Designing Streaming Pipelines with Apache Beam.srt	5.8 KB
05. Implementing Streaming Pipelines on Cloud Dataflow.mp4	9.2 MB
05. Implementing Streaming Pipelines on Cloud Dataflow.srt	5.2 KB
06. Visualizing Insights with Data Studio.mp4	10.9 MB
06. Visualizing Insights with Data Studio.srt	5.5 KB
07. Creating Charts with Data Studio.mp4	5.3 MB
07. Creating Charts with Data Studio.srt	3.9 KB
08. Demo - Data Studio Walkthrough.mp4	27.5 MB
08. Demo - Data Studio Walkthrough.srt	13.2 KB
09. Lab - Creating a Streaming Data Pipeline for a Real-Time Dashboard with Dataflow.mp4	10.4 MB
09. Lab - Creating a Streaming Data Pipeline for a Real-Time Dashboard with Dataflow.srt	2.1 KB
10. Lab- Creating a Streaming Data Pipeline for a Real-Time Dashboard with Dataflow.mp4	235.5 KB
/6. Deriving Insights from Unstructured Data using Machine Learning/
01. Deriving Insights from Unstructured Data using Machine Learning.mp4	239.2 KB
02. Where is Unstructured ML used in business-.mp4	27.5 MB
02. Where is Unstructured ML used in business-.srt	6.4 KB
03. How Does ML on Unstructured Data Work-.mp4	15.4 MB
03. How Does ML on Unstructured Data Work-.srt	5.0 KB
04. Demo - ML built into Google Photos.mp4	11.0 MB
04. Demo - ML built into Google Photos.srt	2.0 KB
05. Comparing Approaches to ML.mp4	15.0 MB
05. Comparing Approaches to ML.srt	4.2 KB
06. Demo - Using ML Building Blocks.mp4	22.7 MB
06. Demo - Using ML Building Blocks.srt	10.0 KB
07. Using Pre-built AI to Create a Chatbot.mp4	15.1 MB
07. Using Pre-built AI to Create a Chatbot.srt	7.6 KB
08. Customizing Pre-built Models with AutoML.mp4	19.5 MB
08. Customizing Pre-built Models with AutoML.srt	10.7 KB
09. Lab - Classifying Images of Clouds in the Cloud with AutoML Vision.mp4	931.3 KB
09. Lab - Classifying Images of Clouds in the Cloud with AutoML Vision.srt	0.6 KB
10. Lab- Classifying Images of Clouds in the Cloud with AutoML Vision.mp4	227.7 KB
11. Building a Custom Model.mp4	5.7 MB
11. Building a Custom Model.srt	2.0 KB
12. Demo - Text Classification Done Three Ways.mp4	119.8 MB
12. Demo - Text Classification Done Three Ways.srt	28.3 KB
/7. Summary/
1. Summary.mp4	204.2 KB
2. Course Summary.mp4	13.3 MB
2. Course Summary.srt	7.6 KB
Total files 118