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Dokumentasi Event #juaraGCP Season 5
juaragcp_season5_doc's Introduction
RINGKASAN EVENT #JuaraGCP Challenge 2021
1. Perform Foundational Data, ML, and AI Tasks in Google Cloud Introductory
2. Insights from Data with BigQuery Introductory
3. Exploring Data with Looker Introductory
4. Create ML Models with BigQuery ML Fundamental
5. Build and Optimize Data Warehouses with BigQuery Fundamental
- BigQuery: Qwik Start - Command Line DONE
- Creating a Data Warehouse Through Joins and Unions DONE
- Creating Date-Partitioned Tables in BigQuery DONE
- Troubleshooting and Solving Data Join Pitfalls DONE
- Working with JSON, Arrays, and Structs in BigQuery DONE
- Build and Execute MySQL, PostgreSQL, and SQLServer to Data Catalog Connectors DONE
- Build and Optimize Data Warehouses with BigQuery: Challenge Lab DONE
6. Engineer Data in Google Cloud Advanced
- Creating a Data Transformation Pipeline with Cloud Dataprep GSP430 DONE
- Building an IoT Analytics Pipeline on Google Cloud GSP088 DONE
- ETL Processing on Google Cloud Using Dataflow and BigQuery GSP290 DONE
- Predict Visitor Purchases with a Classification Model in BQML DONE https://www.youtube.com/watch?v=vKDdKOOjqQ8
- Predict Housing Prices with Tensorflow and AI Platform GSP418 DONE
- Cloud Composer: Copying BigQuery Tables Across Different Locations GSP283 DONE
- Engineer Data in Google Cloud: Challenge Lab DONE
7. Integrate with Machine Learning APIs Advanced
- Introduction to APIs in Google GSP294 DONE
- Extract, Analyze, and Translate Text from Images with the Cloud ML APIs GSP075 DONE
- Classify Text into Categories with the Natural Language API GSP063 DONE
- Detect Labels, Faces, and Landmarks in Images with the Cloud Vision API GSP037 DONE
- Entity and Sentiment Analysis with the Natural Language API GSP038 DONE
- Awwvision: Cloud Vision API from a Kubernetes Cluster GSP066 DONE
- Integrate with Machine Learning APIs: Challenge Lab DONE
8. BigQuery Basics for Data Analysts Fundamental
9. BigQuery for Marketing Analysts Fundamental
- Exploring Your Ecommerce Dataset with SQL in Google BigQuery GSP407 DONE https://www.youtube.com/watch?v=oxPZ7t7w8N8
- Explore and Create Reports with Data Studio DONE
- Creating Permanent Tables and Access-Controlled Views in BigQuery GSP410 DONE
- Ingesting New Datasets into BigQuery GSP411 DONE
- How to Build a BI Dashboard Using Google Data Studio and BigQuery GSP403 DONE
- Data Catalog: Qwik Start GSP729 DONE
- Exploring Dataset Metadata Between Projects with Data Catalog GSP789 DONE
- Build and Execute MySQL, PostgreSQL, and SQLServer to Data Catalog Connectors DONE
10. Data Catalog Fundamentals Fundamental
- Introduction to SQL for BigQuery and Cloud SQL DONE https://www.youtube.com/watch?v=eUYPEdoozaM
- Using BigQuery in the Google Cloud Console GSP406 DONE
- Data Catalog: Qwik Start GSP729 DONE
- Exploring Dataset Metadata Between Projects with Data Catalog GSP789 DONE
- Build and Execute MySQL, PostgreSQL, and SQLServer to Data Catalog Connectors DONE
11. Building Codeless Pipelines on Cloud Data Fusion Fundamental
- Getting Started with Cloud Data Fusion DONE
- Building Batch Pipelines in Cloud Data Fusion DONE
- Building Transformations and Preparing Data with Wrangler in Cloud Data Fusion DONE
- Building Realtime Pipelines in Cloud Data Fusion DONE
12. Data Science on Google Cloud Advanced
- Introduction to SQL for BigQuery and Cloud SQL DONE https://www.youtube.com/watch?v=eUYPEdoozaM
- Ingesting Data Into The Cloud
- Loading Data into Google Cloud SQL
- Visualizing Data with Google Data Studio
- Processing Data with Google Cloud Dataflow
- Visualize Real Time Geospatial Data with Google Data Studio
- Loading Data into BigQuery for Exploratory Data Analysis
- Exploratory Data Analysis Using AI Platform
- Evaluating a Data Model
13. Scientific Data Processing Advanced
- Introduction to SQL for BigQuery and Cloud SQL DONE https://www.youtube.com/watch?v=eUYPEdoozaM
- Rent-a-VM to Process Earthquake Data
- Weather Data in BigQuery
- Distributed Image Processing in Cloud Dataproc
- Analyzing Natality Data Using AI Platform and BigQuery
- Predict Baby Weight with TensorFlow on AI Platform
14. Data Engineering Advanced
- Creating a Data Transformation Pipeline with Cloud Dataprep
- Building an IoT Analytics Pipeline on Google Cloud
- ETL Processing on Google Cloud Using Dataflow and BigQuery
- Predict Visitor Purchases with a Classification Model in BQML
- Predict Housing Prices with Tensorflow and AI Platform
- Cloud Composer: Copying BigQuery Tables Across Different Locations
15. Building Advanced Codeless Pipelines on Cloud Data Fusion Advanced
- Building Dynamic Pipelines in Cloud Data Fusion Using Macros GSP809 DONE
- Creating Reusable Pipelines in Cloud Data Fusion DONE
- Redacting Confidential Data within your Pipelines in Cloud Data Fusion DONE
- Exploring the Lineage of Data with Cloud Data Fusion DONE
16. NCAA® March Madness®: Bracketology with Google Cloud Fundamental
17. Applied Data: Blockchain Advanced
- Introduction to SQL for BigQuery and Cloud SQL DONE https://www.youtube.com/watch?v=eUYPEdoozaM
- Visualize the 10,000 Bitcoin Pizza Transaction Using BigQuery and AI Notebooks
- Tracking Cryptocurrency Exchange Trades with Google Cloud Platform in Real-Time
- Getting Started with Blockchain on GCP using Hyperledger Fabric and Composer
- Exploring the Public Cryptocurrency Datasets Available in BigQuery
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