OLAP Courses and Certifications

CMU Database Group

Apache Pinot - Real-time OLAP and Vector Search for AI-driven Features

Discover how Apache Pinot handles real-time OLAP and powers AI features like vector search, as presented by StarTree co-founder Xiang Fu to CMUDB class.

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

InfoQ

Time Series and OLAP: Are They Converging? - Insights from QuestDB

Explore the evolution of time series databases, their relationship with OLAP systems, and the shift from monolithic designs to shared-disk engines and "Lakehouse" architectures.

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

StreamNative

Have Your Real-time OLAP and Upsert It Too - Deep Dive

Discover how Apache Pinot enables native upserts in real-time OLAP systems, managing billions of primary keys while maintaining sub-second freshness and high-performance analytics.

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

CMU Database Group

MotherDuck - Building a Cloud Data Warehouse with an In-Process OLAP DBMS

Discover how MotherDuck builds a cloud data warehouse using an in-process OLAP database management system with insights from industry expert Boaz Leskes.

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

Microcredential

Data Warehousing for Business Intelligence

4125 ratings at Coursera

Comprehensive program covering data modeling, SQL, warehouse design, and visualization using MicroStrategy. Develop practical skills to create dashboards and analyze large datasets for business intelligence.

• Coursera
• 32 weeks, 10 hours a week
• On-Demand
• Paid Course
• 5 courses

SQL & Database Design A-Z™: Learn MS SQL Server + PostgreSQL

5407 ratings at Udemy

Learn Both SQL Server & PostgreSQL By Doing. Enhance Your Data Analytics Career With Real World Data Science Exercises

• Udemy
• 12 hours 41 minutes
• On-Demand
• Paid Course

SAP S/4HANA Finance Training (vs SAP FICO)

3346 ratings at Udemy

SAP S/4HANA Finance configuration and End-User processes as compared to SAP FICO

• Udemy
• 4 hours 48 minutes
• On-Demand
• Paid Course

Data Warehouse Concepts: Basic to Advanced concepts

2858 ratings at Udemy

Data Warehouse Concepts: Learn the in BI/Data Warehouse/BIG DATA Concepts from scratch and become an expert.

• Udemy
• 7 hours 5 minutes
• On-Demand
• Paid Course

Data Warehousing and SQL End to End

966 ratings at Udemy

Become an expert at SQL and learn SQL end to end, clear all your concepts of SQL in depth and become SQL expert

• Udemy
• 1 day 5 hours 48 minutes
• On-Demand
• Paid Course

MDX Training Part 1

789 ratings at Udemy

Beginning MDX Queries Training Course using SQL Server Analysis Services (SSAS) OLAP cubes

• Udemy
• 4 hours 48 minutes
• On-Demand
• Paid Course

SQL Server Interview Questions and Answers

657 ratings at Udemy

Master essential SQL Server concepts and prepare thoroughly for interviews with detailed explanations of normalization, joins, triggers, indexes, CTEs, and advanced query techniques.

• Udemy
• 3 hours 4 minutes
• On-Demand
• Paid Course

SAP HANA Cloud Implementation, Modelling and Reporting

468 ratings at Udemy

Learn how to build models to deliver real time analytics with SAP HANA Cloud, an In-memory multi model database from SAP

• Udemy
• 17 hours 15 minutes
• On-Demand
• Paid Course

MDX Training Part 2

267 ratings at Udemy

Advanced MDX Queries Video Training Course using SQL Server Analysis Services (SSAS) OLAP cubes

• Udemy
• 3 hours 53 minutes
• On-Demand
• Paid Course

DuckDB - The Ultimate Guide

252 ratings at Udemy

Master DuckDB: Analytics Database of Future. 7 Practice Projects+Theory to ace DuckDB Python, Streamlit, CLI and Docker

• Udemy
• 6 hours 21 minutes
• On-Demand
• Paid Course

Advanced Database Design For a Relational DB w/ MySQL

245 ratings at Udemy

No basics here. Advanced learnings and best practices for those who want to get to their next level.

• Udemy
• 1 hour 56 minutes
• On-Demand
• Paid Course