Data Warehousing Courses and Certifications

Deploy a BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions

Train, tune, and deploy an XGBoost model using BigQuery ML and Vertex AI to predict user retention for a mobile app, leveraging Google Analytics 4 data for insights.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Packt

Introduction to Data Engineering on AWS

Master AWS Glue and Redshift to build scalable ETL pipelines, optimize data warehousing, and transform raw data into actionable insights for modern cloud-based analytics workflows.

• Coursera
• 8 hours 25 minutes
• On-Demand
• Paid Course

Packt Microcredential

Data Engineering on AWS - The Complete Training

Master AWS data engineering by building scalable pipelines, processing big data with EMR, streaming with Kinesis, and creating data lakes using Glue, Redshift, and other key services.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

Board Infinity

Fundamentals of Teradata: Architecture, Storage & Operations

Comprehensive introduction to Teradata, covering architecture, relational concepts, indexing, join strategies, data types, and storage mechanisms. Gain practical skills for effective database management and optimization.

• Coursera
• 13 hours 57 minutes
• On-Demand
• Paid Course

Summarize Text using SQL and LLMs in BigQuery ML

Explore text summarization and language identification of GitHub repos using Vertex AI Large Language Model and SQL in BigQuery ML.

• Coursera
• 1 hour
• On-Demand
• Paid Course

Coursera

Discovering BI: From Warehousing to Interactive Dashboards

Explore Business Intelligence fundamentals, from data warehousing to creating interactive dashboards. Learn to transform raw data into actionable insights for optimized decision-making in various professional fields.

• Coursera
• 2 hours 53 minutes
• On-Demand
• Paid Course

Troubleshooting Common SQL Errors with BigQuery

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you use BigQuery to troubleshoot common SQL errors, query the data-to-insights public dataset, use the Query Validator, and troubleshoot syntax and logical SQL errors.

• Coursera
• 50 minutes
• On-Demand
• Paid Course

Cloud Composer: Copying BigQuery Tables Across Different Locations

Automate BigQuery table exports from US to Europe using Apache Airflow in Cloud Composer, enabling cross-location data transfer and import.

• Coursera
• 1 hour
• On-Demand
• Paid Course

Modernizing Data Lakes and Data Warehouses with Google Cloud

This course is intended for developers who are responsible for: Querying datasets, visualizing query results, and creating reports. Specific job roles include: Data Engineer, Data Analyst, Database Administrators, Big Data Architects.

• edX
• 1 week, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Board Infinity Microcredential

Mastering Teradata for Data Warehouse & Analytics

Master Teradata for data management, SQL proficiency, and performance optimization. Gain in-depth knowledge of architecture, advanced SQL techniques, and essential utilities through practical insights and real-world case studies.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

BigQuery Soccer Data Analytical Insight

Gain deeper analytical insights from soccer event data using BigQuery. Learn sophisticated data analysis techniques to extract meaningful information from datasets.

• Coursera
• 45 minutes
• On-Demand
• Paid Course

Working with JSON, Arrays, and Structs in BigQuery

Explore semi-structured data in BigQuery: ingest JSON, query arrays, troubleshoot datasets, and practice unnesting techniques for efficient data analysis.

• Coursera
• 1 hour
• On-Demand
• Paid Course

Packt

Snowflake - Build and Architect Data Pipelines Using AWS

Master data pipeline architecture using Snowflake and AWS, covering ingestion, optimization, streaming, and integration with Python, Spark, and Airflow. Build enterprise-grade solutions with hands-on labs and real-world projects.

• Coursera
• 13 hours 12 minutes
• On-Demand
• Paid Course

Exploring the Public Cryptocurrency Datasets Available in BigQuery

This is a self-paced lab that takes place in the Google Cloud console. In this hands-on lab you’ll learn how to use BigQuery to explore the cryptocurrency public datasets now available. This is a challange lab, and you are required to complete some simpl…

• Coursera
• 35 minutes
• On-Demand
• Paid Course

BigQuery Machine Learning using Soccer Data

This is a self-paced lab that takes place in the Google Cloud console. Learn how to use BigQuery ML with soccer shot data to create and use an expected goals model.

• Coursera
• 45 minutes
• On-Demand
• Paid Course