Data Ingestion Courses and Certifications

Data Lake Fundamentals

301 ratings at Udemy

Harness the power of advanced data analytics, AI, and machine learning

• Udemy
• 1 hour 54 minutes
• Self-Paced
• Paid Course

Change Data Capture (CDC) using Debezium for MySQL

285 ratings at Udemy

Complete, In-depth & HANDS-ON practical course on Debezium with MySQL Database

• Udemy
• 2 hours 14 minutes
• Self-Paced
• Paid Course

Kibana Masterclass - Capture, Analyze and Visualize Data

240 ratings at Udemy

Learn to create Visualizations , and build amazing Dashboard, Capture logs and performance using APM and more.

• Udemy
• 7 hours 7 minutes
• Self-Paced
• Paid Course

Introduction to Microsoft Azure Data analytics in Azure

2 ratings

Microsoft Azure Data Fundamentals: Explore modern data warehouse analytics in Azure

• Microsoft Learn
• 2 hours 7 minutes
• Self-Paced
• Free Online Course

Fluent Bit - Swiss Army Tool of Observability Data Ingestion

Discover how Fluent Bit revolutionizes observability data ingestion, offering scalability, performance, and cost-efficiency. Learn about custom plugins, dynamic log metrics extraction, and overcoming data schema challenges.

• YouTube
• 22 minutes
• Self-Paced
• Conference Talk

JSConf

Building a Distributed Data Ingestion System with RabbitMQ

Learn to build a distributed data ingestion system using RabbitMQ for cross-region data replication and processing. Explore Federation, multi-protocol support, and sharded queues with Consistent Hash Exchange.

• YouTube
• 19 minutes
• Self-Paced
• Conference Talk

StreamNative

Streaming Data into Snowflake - Real-Time Ingestion with StreamNative and Snowpipe Streaming

Discover how to build production-grade streaming pipelines using StreamNative and Snowpipe Streaming for high-throughput, low-latency data ingestion into Snowflake warehouses.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Data Cloud Consultant (Data 360) with Real-World Scenarios

49 ratings at Udemy

Learn Data Cloud Fundamentals with multiple hands on use cases By Tech Journey With Ankit

• Udemy
• 11 hours 36 minutes
• Self-Paced
• Paid Course

Designing Data Systems

2 ratings at Udacity

Learn to architect enterprise data systems by designing staging areas, operational data stores, and data warehouses. Gain hands-on experience with Snowflake, data transformation, and OLAP reporting using real-world datasets.

• Udacity
• 18 hours
• Self-Paced
• Paid Course

Explore Amazon Glacier's features, security, and cost-effective long-term storage solutions. Learn data lifecycle management, ingestion methods, and retrieval options for efficient cloud archiving.

• Independent
• 2 hours
• Self-Paced
• Free Online Course

Predict Soccer Match Outcomes with BigQuery ML

Gain practical sports data science skills using BigQuery ML to analyze soccer data, create predictive models, and evaluate World Cup goals through hands-on SQL and machine learning techniques.

• Google Skills
• 1 hour 45 minutes
• Self-Paced
• Paid Course

BigQuery for Data Analysts

Learn to analyze data using BigQuery: ingest, transform, and query large datasets. Explore techniques for data exploration, cleaning, and visualization. Develop scalable pipelines with Dataform and leverage AI assistance.

• Google Skills
• 10 hours 30 minutes
• Self-Paced
• Paid Course

MLOps Course – Build Machine Learning Production Grade Projects

Learn end-to-end MLOps, from data ingestion to deployment, using tools like ZenML and MLflow. Build a customer satisfaction project with hands-on experience in pipeline creation, model development, and deployment.

• freeCodeCamp
• 3 hours 1 minute
• Self-Paced
• Free Video

Amazon Web Services;  Amazon

Data Engineering on AWS - A Batch Data Pipeline Solution (Includes Labs)

Learn to build scalable batch data pipelines on AWS using services like Glue, EMR, and Athena. Gain hands-on experience with data ingestion, processing, cataloging, and serving for analytics and machine learning.

• AWS Skill Builder
• 4 hours 25 minutes
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

Data Engineering on AWS - A Data Warehouse Solution (Includes Labs)

Learn to design, implement, and optimize a cloud-based data warehouse solution using AWS services. Gain hands-on experience with Amazon Redshift, data pipelines, security, and best practices for enterprise-level data management.

• AWS Skill Builder
• 3 hours 45 minutes
• Self-Paced
• Paid Course