Scalefree  /  Training  /  DataOps

DataOps
Training & Workshops

Applying DevOps principles to data management, this area emphasizes pipeline automation, CI/CD integrations, cost efficiency, and operational flexibility. Courses focus on building enterprise-grade Git workflows for secure code governance, pipeline acceleration and cloud cost optimization for platforms like Snowflake and Databricks, real-time event-driven stream engineering using Apache Kafka, and FinOps strategies for managing AI and LLM workloads.

Explore CoursesCustomized Training

Git & CI/CD

The foundation of every DataOps setup: governed repositories, branching and automated deployment.

Scalefree

Enterprise Governance with Git: Secure, Efficient, and Scalable Code Repositories

1 day
Live
Remote or On-site

Master enterprise-grade Git workflows. Learn robust branching strategies, automated compliance gatekeeping, and secure access controls for repository efficiency, strong governance, and CI/CD integration.

Platform DataOps

Apply CI/CD to your data platform: faster pipelines, safer releases and lower compute costs.

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Snowflake DataOps: Pipeline Acceleration and Cloud Cost Optimization

1 day
Live
Remote or On-site

Streamline your Snowflake operations. This course covers pipeline automation: a sustainable Git branching strategy, Slim CI that cuts credit use by testing only changed code, plus Zero-Copy Cloning and rollbacks.

Scalefree

Databricks DataOps: Pipeline Acceleration and Platform Cost Optimization

1 day
Live
Remote or On-site

Slash infrastructure waste. This course covers a sustainable Git branching strategy, Slim CI that cuts DBU use by testing only changed code, plus Delta Shallow Cloning and time-travel rollbacks.

FinOps & Cost Optimization

Know where your cloud and AI budget goes, and keep it under control.

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Cloud Data Platform FinOps: Cost Allocation, Monitoring, and Optimization

1 day
Live
Remote or On-site

Control your cloud budget. Learn a FinOps framework for AWS, Azure, Google Cloud, Snowflake, and Databricks: cost allocation, real-time monitoring, and automated hard stops. Customizable to your stack.

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AI Cost Optimization: Monitoring, Self-Hosting, and Enterprise FinOps

1 day
Live
Remote or On-site

Scale AI without breaking your budget. This strategic and technical course shows you how to monitor LLM token use, track multi-provider API costs, set guardrails, and weigh self-hosting open-source models against commercial APIs.

Reliable & Real-Time Pipelines

Ship data your stakeholders can trust, and move from batch to event-driven flows.

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Enterprise-Grade Data Reliability: Advanced Quality Testing & End-to-End Observability

2 days
Live
Remote or On-site

Prevent bad data from reaching stakeholders. This hands-on course teaches data engineers and architects to build pipeline guardrails that block bad data before it moves downstream and catch anomalies and schema drift early.

Scalefree

Real-Time Stream Engineering: Designing Architectures with Apache Kafka

2 days
Live
Remote or On-site

Shift from reactive batch processing to continuous data flows. Learn to architect, scale, and secure enterprise event streams with Apache Kafka, covering topics, partitions, and schema registries.

DataOps Trainers

Unsure what to choose or interested in customized options?

Tell us about your platform and your delivery process, and we will put together the right training.

Jürgen Dackweiler

Jürgen Dackweiler

Client Development Manager