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#Apache Beam

Showing: 17 courses
The ASF

Inference at Scale with Apache Beam

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Learn to deploy and scale machine learning models efficiently using Apache Beam for distributed inference on CPUs and GPUs, with practical insights on parallelizing workloads.
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1 Lesons
34 minutes
On-Demand
Free-Video
The ASF

Batch and Stream Analysis with TypeScript Using Apache Beam

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Explore batch and stream analysis using Beam's Typescript SDK. Learn API choices, usability, and functionality through demos. Discover how to leverage Typescript for efficient data processing workflows.
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8 Lesons
28 minutes
On-Demand
Free-Video
All Things Open

Machine Learning with Apache Beam

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Explore Apache Beam for distributed data pipelines in machine learning, covering inference, data processing, and training with hands-on demos for parallelizing ML workloads.
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1 Lesons
36 minutes
On-Demand
Free-Video
The ASF

Enhancing Flexibility and Productivity with Access Patterns and Storage-Agnostic Abstractions

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Explore a platform bridging data management gaps, offering storage-agnostic abstractions and ACID guarantees across streaming, batch, and random-access storages for flexible, consistent data handling.
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1 Lesons
29 minutes
On-Demand
Free-Video
Devoxx

Improve Your App UX with One Model Processing Insights from Batch and Streams

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Learn to enhance app UX using a unified model for batch and stream processing. Explore Dataflow's capabilities through a real-time demo, gaining practical insights on managing and visualizing data streams.
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45 Lesons
44 minutes
On-Demand
Free-Video
GOTO Conferences

From Experimentation to Products - The Production Machine Learning Journey

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Explore the journey from ML experimentation to production, covering MLOps, TensorFlow Extended, and pipeline architectures for scalable, maintainable machine learning applications.
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22 Lesons
38 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Apache Beam - Making Big Data Portable With gRPC

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Explore Apache Beam's unified programming model for efficient, portable data processing pipelines. Learn about its architecture, runners, and gRPC-based portability framework for cross-language execution.
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1 Lesons
29 minutes
On-Demand
Free-Video
Gopher Academy

How Apache Beam Makes Your Data Processing Go

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Explore Apache Beam's Go SDK for efficient distributed data processing, overcoming Go's unique challenges using reflection, interfaces, and generics for scalable pipeline execution.
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1 Lesons
30 minutes
On-Demand
Free-Video
NashKnolX

Introduction to Apache Beam with Examples

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Learn Apache Beam's unified model for batch and streaming data processing, with real-world examples from eBay and Mozilla's data pipelines.
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1 Lesons
29 minutes
On-Demand
Free-Video
Devoxx

Google Dataflow - The New Open Model for Batch and Stream Processing

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Explore Google Dataflow's unified batch and stream processing model through real-time demonstrations, practical insights, and visualization techniques for managing data streams.
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10 Lesons
49 minutes
On-Demand
Free-Video
Devoxx

Video Analytics for Football Games

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Explore real-time video analytics for football games using Apache Beam, machine learning, and cloud technologies to detect events, track players and ball, and perform game analytics.
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29 Lesons
51 minutes
On-Demand
Free-Video
Devoxx

Using Open Source Tech to Swap Out Components of Your Data Pipeline

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Explore open-source technologies for flexible data pipelines, from Apache Kafka to BigQuery, with easy component swapping and cloud deployment options.
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14 Lesons
48 minutes
On-Demand
Free-Video
Devoxx

Building ML Workflows with Java, Python & Apache Beam

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Learn to create multi-language ML pipelines using Apache Beam, combining Java for data processing and Python for ML modeling in batch and streaming workflows.
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1 Lesons
31 minutes
On-Demand
Free-Video
The ASF

Whisky Clustering with Apache Projects - Groovy, Commons Math, Ignite, Spark, Wayang, Beam and Flink

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Analyze top distilleries' whiskeys using K-means clustering from Apache projects to identify the perfect single-malt Scotch. Explore data analysis with Groovy, Commons Math, Ignite, Spark, Wayang, Beam, and Flink.
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1 Lesons
34 minutes
On-Demand
Free-Video
Google Cloud Tech

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

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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.
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1 Lesons
43 minutes
On-Demand
Free-Video
MLOps.community

Reinvent Yourself and Be Curious - MLOps Career Insights - Podcast #264

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Explore MLOps career transitions, essential pipeline components, and practical challenges with insights from an experienced engineer. Gain valuable perspectives on industry trends and best practices.
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18 Lesons
57 minutes
On-Demand
Free-Video
MLOps.community

Real-Time Machine Learning: Features and Inference - MLOps Podcast #135

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Explore real-time ML features and inference with LinkedIn experts. Gain insights on implementation, challenges, and best practices for moving from batch to interactive near real-time machine learning.
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17 Lesons
52 minutes
On-Demand
Free-Video