Data Engineering Resources

Unveiling the Evolution and Future of Fine-Tuning Large Language Models

This article explores the evolution of Large Language Models (LLMs) like GPT-3 and GPT-4, emphasizing fine-tuning for task-specific customization.

May 8, 2024

by Jayashree Arunkumar

· 2,570 Views · 1 Like

Best Practices for Migration of COTS Applications to Cloud

Involve ISVs early, develop deep insights into the COTS product, and ensure security and strong collaboration between stakeholders during Cloud migration.

May 8, 2024

by Rakesh Rao

· 4,327 Views · 1 Like

Operation and Network Administration Management of Telecom 5G Network Functions Using Openshift Kubernetes Tools

Learn how 5G Telecom Operators can adopt Prometheus, Grafana, and Alert Manager tools for monitoring and alerting their Network Functions in the Kubernetes cloud.

May 8, 2024

by BINU SUDHAKARAN PILLAI

· 20,934 Views · 4 Likes

Is RBAC Still Relevant in 2024?

Explore the state of Role-Based Access Control (RBAC), why and how developers should use it, and what are the best practices to implement it in applications.

May 7, 2024

by Gabriel L. Manor

· 2,365 Views · 2 Likes

Analyze Your ALB/NLB Logs With ClickHouse

Explore AWS Load Balancer Logs with ClickHouse for efficient log analysis and implement a scalable solution to analyze AWS NLB or ALB access logs in real time.

May 7, 2024

by Andrei Tserakhau

· 2,185 Views · 1 Like

LSTM Single Variate Implementation Approach: Forecasting

Learn more about time series forecasting, a crucial analytical technique that helps businesses and researchers predict future trends based on historical data.

May 7, 2024

by Rajat Toshniwal

· 1,947 Views · 1 Like

The Impact of Tensor Contraction on AI-Driven Healthcare Data Analysis

This advanced mathematical technique enhances the structure and accessibility of data, identical to neatly folding clothes, to maximize drawer space.

May 7, 2024

by Saigurudatta Pamulaparthyvenkata

· 1,206 Views · 5 Likes

Introduction To Artificial Intelligence With Code: Part 1

Discover the most fundamental aspects of AI for beginners presented with a combination of theory and code, starting with an introduction to propositional logic.

May 7, 2024

by Trần Ngọc Minh

· 2,278 Views · 3 Likes

Why and How To Integrate Elastic APM in Apache JMeter

Explore how and why to integrate Elastic APM to add the notion of pages from JMeter in Kibana APM dashboards and how to use the jmeter-elastic-apm tool.

May 7, 2024

by Vincent DABURON

· 3,874 Views · 3 Likes

Unstructured Data Management for AI

Komprise empowers developers and architects with unstructured data management for AI, multi-cloud, and compliance to drive innovation.

May 7, 2024

by Tom Smith

CORE

· 1,931 Views · 1 Like

GenAI in Application Development

This blog offers insight into the role and impact of GenAI in application development with real-world examples and future trends.

May 7, 2024

by Heena Soni

· 2,267 Views · 2 Likes

Demystifying DynamoDB Performance

Avoid DynamoDB performance, cost, and management issues with a well-designed definition, pricing strategy, and key selection.

May 7, 2024

by rahul goel

· 1,598 Views · 2 Likes

Deploy an AWS Lambda Function Using Amazon Q

Amazon Q is a generative AI-powered assistant. No browser tabs were used to get this done (except when searching for funny pics for this blog).

May 7, 2024

by Abhishek Gupta

CORE

· 2,525 Views · 1 Like

Understanding the Application and Impact of AI in Software Development Life Cycle

Explore AI's role in enhancing software development with automation, smarter decisions, and efficiency, leading to the rapid creation of high-quality software.

May 6, 2024

by Shantanu Kumar

CORE

· 11,991 Views · 9 Likes

How To Use LLMs: Summarize Long Documents

This article gives a step-by-step solution to summarizing really long documents using Generative AI and Large Language Models.

May 6, 2024

by Roger Oriol

· 1,704 Views · 2 Likes

Implementing EKS Multi-Tenancy Using Capsule (Part 4)

Take a deep dive into security policy verification use cases by configuring security policy engines like Kyverno or Open Gatekeeper.

May 6, 2024

by Phani Krishna Kollapur Gandla

· 2,520 Views · 2 Likes

Evaluating Message Brokers

Understanding message brokers, and comparing different message brokers like SQS, Kinesis, Kafka, and Pulsar and the use cases they support.

May 6, 2024

by rahul goel

· 4,395 Views · 6 Likes

Explainable AI: Interpreting BERT Model

Learn how explainable AI techniques like Integrated Gradients can be used to make a deep learning NLP model interpretable.

May 6, 2024

by Sai Sharanya Nalla

· 3,833 Views · 5 Likes

Vector Databases for Generative AI Applications

This post details a recent talk from a session at GIDS 2024 and provides a deeper look into the fundamentals of vector databases for Generative AI applications.

May 6, 2024

by Abhishek Gupta

CORE

· 3,004 Views · 2 Likes

Cross-Cluster Replication for Read-Write Separation: Story of a Grocery Store Brand

Cross-cluster replication (CCR) in Apache Doris is proven to be fast, stable, and easy to use. It secures a real-time data synchronization latency of 1 second.

May 6, 2024

by Shirley H.

· 1,627 Views · 1 Like

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