Data Modeling Courses and Certifications

Brian Advent

Create a To-Do List App - Data Model for Local Storage: JSON and Codable

Learn to create a data model for a to-do app using JSON and Codable in Swift. Covers local storage, file management, and data structure design for iOS development.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Amazon Web Services;  Amazon

Amazon Timestream - Data Modeling Techniques

Learn effective data modeling techniques for Amazon Timestream, covering key concepts, performance optimization, and decision-making for time-series data. Gain skills to design robust models for specific scenarios.

• AWS Skill Builder
• 1 hour
• On-Demand
• Free Certificate

Databricks

Data Modeling Made Simple: A Non-Technical Beginner's Guide

Learn to translate business models into actionable data models using a unique framework. Gain hands-on experience, templates, and best practices for streamlined setup and enhanced insights, ensuring adaptability and future-proofing.

• YouTube
• 40 minutes
• On-Demand
• Free Video

Salesforce

Model Data in Data Cloud

Learn to model and map data in Data Cloud, create Salesforce diagrams, and connect data sources while defining relationships for effective data management and analysis.

• Trailhead
• 1 hour
• On-Demand
• Free Online Course

GOTO Conferences

Kalman Folding - Extracting Models from Data One Observation at a Time

Explore Kalman Folding technique for extracting models from data incrementally. Learn how to process observations one at a time for efficient data analysis and model building.

• YouTube
• 47 minutes
• On-Demand
• Free Video

JetBrains

Application vs. Database - Who Actually Owns Your Data Model?

Explore code-first and database-first approaches in data modeling, comparing their pros and cons and discovering IntelliJ IDEA tools to support both perspectives in application development.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

A New Data Model for Time Series Data Processing

Innovative time series data model enhancing ingestion, query performance, and storage efficiency. Introduces "one table per collection point" and "supertable" concepts, with benchmark results demonstrating effectiveness.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Learn With Jason

Serverless Databases With PlanetScale and Next.js

Learn to build and deploy database-powered Next.js apps using PlanetScale and Netlify. Explore serverless databases, data modeling with Prisma, and practical implementation techniques for efficient web development.

• YouTube
• 1 hour 29 minutes
• On-Demand
• Free Video

Confluent

Next-Gen Data Modeling, Integrity, and Governance with YODA - Insights from Yotpo and ZipRecruiter

Explore next-gen data modeling strategies for large-scale systems. Learn about YODA, an internal tool combining developer experience, DBT, Databricks, and more, to address data standardization and governance challenges.

• YouTube
• 56 minutes
• On-Demand
• Free Video

Data Council

Build Faster, More Responsive Analytics with a Semantic Layer - Cube Workshop

Optimize data queries using a semantic layer for swift, responsive analytics. Learn from experts how to overcome sluggish queries and meet user expectations effectively.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Advanced Hierarchical Data Management in SQL Server

Discover the secrets to mastering hierarchical data management in SQL Server. This course will teach you effective strategies and techniques for efficiently querying, navigating, and optimizing complex hierarchical data.

• Pluralsight
• 32 minutes
• On-Demand
• Free Trial Available

USENIX

Building Permissions into Data Modeling

Explore a design pattern for integrating complex permissions into data models, enhancing reliability and performance in large-scale applications like social networks.

• YouTube
• 14 minutes
• On-Demand
• Free Video

Wolfram

Biological Data Insight and Modeling with ParetoGP for Multiomics Analysis

Gain insights from multiomics data using ParetoGP, exploring key variables and generating interpretable models for cancer therapeutics and bone regeneration.

• YouTube
• 28 minutes
• On-Demand
• Free Video

SQLBits

Star Schema ALL the Things! But Why? - Practical Design Decisions in Data Modeling

Explore practical star schema design, from source to model to report. Learn best practices, test methodologies, and assess performance impacts in data modeling.

• YouTube
• 50 minutes
• On-Demand
• Free Video

SQLBits

Building and Using Organizational Data Types in Power BI and Excel

Create and utilize data types in Power BI for Excel consumption. Enhance data modeling and visualization capabilities across platforms.

• YouTube
• 20 minutes
• On-Demand
• Free Video