Data Engineering Resources

Extractive Summarization With LLM Using BERT

Extractive summarization is a prominent technique in the field of NLP. Learn how you can pull key sentences out of a corpus of text using BERT Summarization.

March 1, 2024

by Kevin Vu

· 4,913 Views · 1 Like

Evaluating LLMs: Beyond Traditional Software Testing

LLM evaluation is constantly changing as the models improve; LLMs don't have simple right/wrong answers, making results subjective, so testing methods need to adapt.

March 1, 2024

by Ram N

· 5,245 Views · 3 Likes

Making Cloud Simpler: How Tangoe's AI and Patents Streamline FinOps

Simplify complicated cloud cost management with AI that optimizes usage and spending while freeing up architects and developers.

March 1, 2024

by Tom Smith

CORE

· 5,541 Views · 1 Like

AI Advancement for API and Microservices

AI advancements in API technology involve enhancing NLP capabilities, improving algorithmic decision-making through reinforcement learning, and expanding AI integration.

March 1, 2024

by Nilesh Charankar

· 6,014 Views · 3 Likes

Introduction To Backtesting Strategy: Historical Data Replay in DolphinDB

Import historical data into a stream table in chronological order as “real-time data” so that the same script can be used both for backtesting and real-time trading.

March 1, 2024

by Davis Zhou

· 3,550 Views · 1 Like

Securing and Monitoring Your Data Pipeline: Best Practices for Kafka, AWS RDS, Lambda, and API Gateway Integration

Learn how to implement a data pipeline that integrates Apache Kafka with AWS RDS and use AWS Lambda and API Gateway to feed data into a web application.

February 29, 2024

by Vijay Panwar

CORE

· 6,530 Views · 1 Like

The article introduces the AWS SNS Fanout architecture as a solution for high-speed message distribution and highlights its scalability, reliability, and cost-efficiency.

February 29, 2024

by Satrajit Basu

CORE

· 6,232 Views · 3 Likes

The Evolution of Database Architectures: Navigating Big Data, Cloud, and AI Integration

The article discusses how database architectures have evolved to handle Big Data, Cloud, and AI, covering RDBMS, NoSQL, and cloud-based solutions.

February 29, 2024

by Pankaj Zanke

· 6,739 Views · 4 Likes

Real-Time Communication Protocols: A Developer's Guide With JavaScript

Explore WebSocket for low latency communication, WebRTC for peer-to-peer streaming, and MQTT for IoT while implementing provided JavaScript examples.

February 29, 2024

by Arun Pandey

CORE

· 12,552 Views · 6 Likes

Logging and Monitoring in Microsoft Azure

In this article, we will explore the importance of logging and monitoring in Azure, as well as various options and best practices for logging and monitoring.

February 29, 2024

by Aditya Bhuyan

· 6,031 Views · 1 Like

Swift Predicate: Usage, Composition, and Considerations

Predicate allows developers to filter and evaluate data collections. This article aims to explore the usage, structure, and key considerations of Swift Predicate.

February 29, 2024

by Fatbobman Xu

· 3,088 Views · 1 Like

Machine Learning at the Edge: Enabling AI on IoT Devices

Implementing ML on IoT devices demands efficient software engineering. Optimize models, use hardware accelerators, manage resources, and prioritize security for success.

February 29, 2024

by Deep Manishkumar Dave

· 4,120 Views · 1 Like

Exploring Four Unique Key Generation Strategies in GridGain and Apache Ignite

Creating "autoincrement" fields in a distributed system such as Apache Ignite is difficult. In this piece, we explore four different options and their tradeoffs.

February 29, 2024

by Stephen Darlington

· 2,730 Views · 1 Like

Deploy Your Own AI Chat Buddy

This comprehensive guide introduces the Qwen Chat Model, a powerful Generative AI and Large Language Model (LLM) capable of performing various tasks.

February 29, 2024

by Farruh Kushnazarov

· 2,781 Views · 1 Like

Understanding Multi-Tenancy: Core Logic and High-Level Code With Django

Custom implementations of multi-tenancy can allow developers to innovate and tailor solutions according to unique business needs and use cases.

February 29, 2024

by Jatinkumar Patel

· 3,257 Views · 1 Like

Semantic Search With Weaviate Vector Database

Learn how to implement a vector similarity search using Weaviate, a vector database.

February 28, 2024

by Gunter Rotsaert

CORE

· 3,148 Views · 1 Like

What Is Deep Learning and How Does It Power Modern AI?

Taking a close look at deep learning technologies, such as neural networks, to understand the role they play in creating modern AI.

February 28, 2024

by Ian Deed

· 4,723 Views · 3 Likes

Simplifying SQL Server and Kubernetes Across Hybrid/Multi-Cloud

Enabling automated configuration and streamlined management and deployment across on-premise, public cloud, and hybrid infrastructure.

February 28, 2024

by Tom Smith

CORE

· 5,891 Views · 1 Like

Advancements and Capabilities in Modern Mainframe Architecture

These advancements in mainframe architecture contribute to the platform's reliability, scalability, performance, and flexibility.

February 28, 2024

by Ravikiran Kandepu

· 6,763 Views · 1 Like

Model as a Service in the Generative AI Era

Learn about a cloud-based service where machine learning or Generative AI models are hosted in the cloud and are easily available for consumption through chat-based APIs.

February 28, 2024

by Bhala Ranganathan

CORE

· 4,870 Views · 2 Likes

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