Big Data Demystified Courses

NoSQL Data Modeling: Theory and Practice for High-Performance Applications

Master NoSQL data modeling fundamentals through hands-on examples and best practices for building high-performance applications, guided by ScyllaDB's Head of Training.

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

Stream Processing with Redpanda and Apache Flink

Master stream processing fundamentals and advanced concepts using Redpanda and Apache Flink, from stateless operations to fault tolerance, followed by hands-on application building and deployment in Java.

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

Filtering and Denormalizing Data in NoSQL Databases

Master data denormalization techniques in NoSQL databases, exploring materialized views, indexing strategies, and filtering options for optimal database performance and efficiency.

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

Building a Management Layer for Structured and Unstructured Data Lakes

Discover how to effectively manage data lakes using modern architectures, open table formats, and version control systems through practical examples with Databricks, Apache Iceberg, and AWS technologies.

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

NoSQL Core Concepts - Introduction to Database Architecture and Data Modeling

Master NoSQL fundamentals with ScyllaDB, from basic architecture to data modeling, while learning to set up clusters and execute queries through hands-on demonstrations.

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

Advanced Data Modeling in NoSQL Databases

Master advanced NoSQL data modeling techniques, from primary key selection to handling large partitions, collections, and common pitfalls. Learn to optimize database performance and avoid critical design mistakes.

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

Building Your First Petabyte-Scale Architecture - Part 4

Dive into petabyte-scale data architecture design, exploring technologies like Redshift, Databricks, and BigQuery while mastering cost estimation, performance optimization, and architectural considerations.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Software Development in the AI Era - The Evolution of Software 3.0

Explore how AI coding assistants are transforming software development, technical specifications, and development lifecycles in this forward-looking examination of Software 3.0.

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

Building Your First Petabyte-Scale Architecture - Part 3

Dive into petabyte-scale data architecture design, exploring technologies like Redshift, Databricks, and BigQuery while mastering cost estimation, performance optimization, and architectural considerations.

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

Building Your First Petabyte-Scale Architecture - Part 2

Dive into petabyte-scale data architecture design, exploring technologies like Redshift, Databricks, and BigQuery while mastering cost estimation, performance optimization, and architectural considerations.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Rise, Fall and Re-Rise of the Semantic Layer - Evolution and Future of Data Management

Explore the evolution of semantic layers in data management, from traditional systems to modern metric stores, while understanding key challenges and future directions in data truth management.

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

Building Your First Petabyte-Scale Architecture - Part 1

Dive into petabyte-scale data architecture design, exploring technologies like Redshift, Databricks, and BigQuery while mastering cost estimation, performance optimization, and architectural considerations.

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

Architectural Evolution of Amazon's Internal Data Platform - PXT DaaS

Dive into the architectural journey of PXT DaaS, Amazon HR's serverless data platform, exploring self-service implementation, scalability solutions, and real-world engineering challenges.

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

Data Modeling for NoSQL Databases

Master NoSQL data modeling techniques for optimal performance, from key-value strategies to best practices. Learn to avoid common pitfalls and create efficient database designs for modern applications.

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

NoSQL Data Modeling and LSM Tree Data Structure

Dive into NoSQL data modeling fundamentals and LSM Tree architecture, exploring key concepts like primary key selection, clustering, and compaction for advanced database implementation.

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