Streaming Data Courses and Certifications

Ultimate Guide to Data Streaming with AWS Kinesis

480 ratings at Udemy

Learn to build event driven systems and insights based on real-time analytics

• Udemy
• 7 hours 9 minutes
• On-Demand
• Paid Course

Devoxx

Streaming Data for the Cloud Native Generation

Explore event-driven architectures, stream processing, and data management in cloud-native systems. Learn how to capture, stream, and process events, and manage stateful operations in microservices and FaaS environments.

• YouTube
• 40 minutes
• On-Demand
• Conference Talk

Simplifying Streaming Data Transforms With WASM

Explore WASM-based data transformation for simplified, high-performance real-time applications and data pipelines. Learn architecture, use cases, and see a live demo with Redpanda.

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

Google Cloud Tech

Bringing Machine Learning to Streaming Data with a Few Lines of Code

Explore ML-powered stream processing with Dataflow and Apache Beam. Learn about Dataflow ML's integration with Vertex AI and Etsy's customer analytics platform journey.

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

Data Engineering using Kafka and Spark Structured Streaming

310 ratings at Udemy

A comprehensive Data Engineering course on building streaming pipelines using Kafka and Spark Structured Streaming

• Udemy
• 9 hours 35 minutes
• On-Demand
• Paid Course

Databricks

Boeing's Use of Streaming Data for Flight Deck and OCC Enhancement

1 review

Explore Boeing's use of streaming data to monitor flights, detect aviation events, and enhance decision-making for pilots and operations control centers using advanced data technologies.

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

Devoxx

The Data Lakehouse for Streaming Data - A Talk for Everyone Who Loves Data

Explore data lakehouses: combining data lakes and warehouses for reliable, flexible data management. Learn about open-source projects, streaming data support, and see a live Twitter sentiment analysis demo.

• YouTube
• 44 minutes
• On-Demand
• Conference Talk

Dynamic Data and Infinite Possibilities - Exploring Streaming Data in Generative AI

Explore streaming data's role in generative AI, covering applications, model training, and challenges. Learn about real-time data's impact on AI systems' adaptability and contextual relevance.

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

New Application Capabilities Unlocked by Infinite Storage for Streaming Data

Explore cloud-first storage for streaming data, unlocking new capabilities by combining real-time and historical data, improving cost efficiency, and enabling innovative use cases.

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

Scala Days Conferences

Data in Motion - Streaming Static Data Efficiently in Akka Persistence

Explore efficient streaming of static data in Akka Persistence, focusing on architecture, implementation, and performance tuning for distributed systems and enterprise applications.

• YouTube
• 47 minutes
• On-Demand
• Conference Talk

Rust

Async Building Blocks: A Streaming Data Drama in Three Acts - RustConf 2023

Explore async programming in Rust through a theatrical lens, examining streaming data concepts and building blocks in this engaging conference presentation.

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

Google Cloud Tech

Bringing Machine Learning to Streaming Data - Dataflow ML Innovations

Deploy and manage ML pipelines for streaming data, including inference, image classification, and custom model handling. Learn from Spotify's experience in large-scale ML podcast preview generation.

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

Devoxx

A Brief History of Data - From Early Computing to Real-Time Streaming

Explore the evolution of data management from early computing to modern real-time systems. Gain insights into technological advancements shaping our understanding and utilization of data.

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

Databricks

Seamless Flow: Evolving From Batch to Streaming Data Flows Using DLT

Explore how 84.51° leverages Delta Live Tables to evolve data flows from batch to streaming, combining real-time and historical data for enhanced retail insights and customer-centric strategies.

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

Databricks

Accelerating Adoption of Data Lake for Streaming and Machine Learning Use Cases

Discover tools and features for efficient Databricks adoption in ML and streaming, focusing on automation and operational efficiency to accelerate implementation of Delta and Spark compute workloads.

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