Data Management Courses

Devoxx

Going Beyond ORMs - JSON Duality Views for Enhanced Data-Driven Applications

Explore JSON Duality Views to enhance data-driven applications, improving developer experience and customer satisfaction across Spring Boot, Quarkus, and Micronaut frameworks.

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

Devoxx

Attempting to Tame the Data Beast: A BI Transition Tale

Explore the journey of modernizing a BI platform, from legacy systems to cutting-edge tools. Learn about data ingestion, dbt transformations, and Airflow orchestration, along with insights on overcoming challenges.

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

Devoxx

Understanding the Human Genome: Data Mining in the World of DNA

Explore state-of-the-art human genomics research and how machine learning mines information from publications to link genes, mutations, and diseases using VarSome's bioinformatics solutions.

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

ExcelIsFun

Data Analysis with Excel Worksheet Formulas - 4 Comprehensive Examples

Master advanced Excel formulas for data analysis with practical examples, including MOD, AVERAGEIFS, GROUPBY, and LAMBDA functions, dynamic arrays, and statistical modeling techniques.

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

Nicholas Renotte

How to Hack a Large Language Model Using PyReft - Fine-Tuning with Custom Data

Learn to fine-tune large language models with PyReft, using your own data to customize and enhance AI performance for specific tasks and domains.

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

Thinking Beyond IaC: An OSS Approach to Cloud Agnostic Infrastructure Management Using Infrastructure from Code

Explore Infrastructure from Code (IfC), an innovative approach that infers infrastructure needs from application code, enabling automated, cloud-agnostic provisioning and simplified development workflows.

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

Flyte - Production-Grade Data and Machine Learning Orchestration

Explore Flyte, an open-source platform for scalable, repeatable, and maintainable data and machine learning orchestration, addressing key challenges in MLOps and data processing.

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

YAML and YAMLScript: From Data Serialization to Functional Programming

Explore YAML's complexities and discover YAMLScript, a powerful new loader addressing common YAML issues while offering advanced programming capabilities and improved consistency across languages.

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

OSPO Data Pyramid - Leveraging Data Science for Open Source Project Health

Explore Red Hat's OSPO data science journey, focusing on OSS community insights, cross-organizational collaboration, and strategic alignment. Learn about tools and methodologies for understanding open source ecosystems.

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

Talking with Management About Open Source

Learn strategies for effectively communicating the importance of open source to management, focusing on practical benefits and decision-making considerations for businesses.

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

GOTO Conferences

Bootstrapping the Right Way - Data Science Best Practices

Learn effective bootstrapping techniques for data analysis, including proper resampling, package selection, and considerations for parametric Bayesian approaches from a distinguished data scientist.

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

International Centre for Theoretical Sciences

Statistical Data Analysis and Machine Learning for Neutrino Physics - Lecture 1

Introduction to statistical data analysis and machine learning techniques for neutrino physics research, covering fundamental concepts and applications in experimental analysis.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

NDC Conferences

Workflows of Highly Functional App and Data Engineering Teams

Explore enterprise data engineering principles: schema management, standards enforcement, testing, and automated deployment. Learn strategies for handling change, observability, and quality at scale.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

JSConf

Encrypting Data in the Browser - Exploring Web Crypto APIs

Explore Web Crypto APIs for browser data encryption. Learn key generation, encryption algorithms, and implementation techniques through live demos and coding examples. Enhance app security with practical insights.

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

The Smart Hands

Handling Unit Management in S4HANA EWM - Part 1

Learn essential concepts and techniques for effective handling unit management in S4HANA EWM, enhancing warehouse operations and efficiency.

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