Big Data Resources

Comparing LLMs for Chat Applications: LLaMA v2 Chat vs. Vicuna

When should you use LLaMA v2 Chat vs. Vicuna for chat applications? A detailed look at the two LLMs, their pros and cons, and a heuristic for choosing a winner.

October 12, 2023

by Mike Young

· 2,306 Views · 1 Like

What Is a Streaming Database?

Streaming databases are the superheroes in data management that handle constant data updates and provide real-time information for various applications.

October 12, 2023

by Dmitry Narizhnykh

CORE

· 3,569 Views · 4 Likes

Debugging Apache Spark Performance Using Explain Plan

When dealing with slow or stuck jobs, utilizing Spark's explain plan can help to better understand the internal processes and improve performance.

October 11, 2023

by Karthik Penikalapati

· 10,533 Views · 6 Likes

Apache SeaTunnel, Milvus, and OpenAI Improve Accuracy and Efficiency of Book Title Similarity Search

Using Apache SeaTunnel, Milvus, and OpenAI, we can achieve more accurate book title similarity searches through large language models.

October 10, 2023

by Debra Chen

· 2,401 Views · 1 Like

IoT Device Management: Streamlining Connectivity in a Connected World

IoT device management is essential in the era of interconnected devices, enabling efficient monitoring, maintenance, and updates of these devices.

October 10, 2023

by Manvendra Sharma

· 3,873 Views · 4 Likes

AI in Java: Building a ChatGPT Clone With Spring Boot and LangChain

Learn to build a ChatGPT clone with Spring Boot, LangChain, and Hilla in Java. Cover both synchronous chat completions and advanced streaming completion.

October 9, 2023

by Marcus Hellberg

· 18,524 Views · 16 Likes

Which Programming Tools Are Written in Java?

Although it is not always known, the Java platform was used to implement various tools and components used in modern tech systems.

October 9, 2023

by Michał Matłoka

· 4,702 Views · 2 Likes

Understanding Minimal Spanning Trees: An Essential Concept in Graph Theory

In this article, we will delve into the world of MSTs, exploring their significance, properties, and practical applications.

October 9, 2023

by Aditya Bhuyan

· 1,859 Views · 2 Likes

A Comprehensive Guide to Data Visualization: An Effective Way of Telling Stories With “Data”

The use of graphs, maps, charts, and other visual tools to portray information and data is more meaningful with data visualization.

October 9, 2023

by Shrutika Singodia

· 2,039 Views · 2 Likes

Loading Streaming Data Into Cassandra Using Spark Structured Streaming

In this demo, learn how streaming data can be compatible with Cassandra and with Spark Structured Streaming as an intermediary.

October 5, 2023

by Patrick McFadin

· 1,830 Views · 1 Like

Evolution of Data Partitioning: Traditional vs. Modern Data Lakes

In this blog, we will be comparing data partitioning schemes in older data lakes to modern data lakes like Apache Iceberg.

October 5, 2023

by Karthik Penikalapati

· 3,516 Views · 6 Likes

Apache Kafka as Mission Critical Data Fabric for GenAI

Apache Kafka as real-time machine learning infrastructure for GenAI, chatbots, and large language models in mission-critical deployments.

October 5, 2023

by Kai Wähner

CORE

· 2,366 Views · 3 Likes

Adapting API Strategies to Dynamic AI Trend

AI is getting a lot of attention these days. This article explores what the AI trend means for those of us developing products using APIs.

October 5, 2023

by Bobur Umurzokov

· 3,150 Views · 4 Likes

Time-Series Forecasting With Recurrent Neural Networks

This article comprehensively guides time-series forecasting using Recurrent Neural Networks (RNNs) as well as the associated different aspects.

October 4, 2023

by Deepanshu Lulla

· 4,247 Views · 2 Likes

The Dark Side of Artificial Intelligence

This article explores the question: Should we be afraid of AI, or are the warnings from well-known personalities rather unfounded?

October 4, 2023

by Elmar Dott

CORE

· 1,880 Views · 3 Likes

Replicate Postgres Data to Kafka

This tutorial will teach you how to easily migrate data from a Postgres database to Apache Kafka using Airbyte open-source.

October 4, 2023

by John Lafleur

· 2,739 Views · 1 Like

Real-Time Analytics: All Data, Any Data, Any Scale, at Any Time

All data, any data, any scale, at any time: Learn why data pipelines need to embrace real-time data streams to harness the value of data as it is created.

October 3, 2023

by Tim Spann

CORE

· 6,429 Views · 6 Likes

The Evolution of Data Pipelines: ETL, ELT, and the Rise of Reverse ETL

Explore how the evolution of data pipelines in recent years requires the adaptation of organizations, teams, and engineers to use full potential of technology.

October 2, 2023

by Miguel Garcia

CORE

· 6,038 Views · 7 Likes

Unlocking Data Insights and Architecture: Data Warehouses, Lakes, and Lakehouses

Explore data management strategies and how they map to various selection criteria such as cost, data volume, data integration, and security and compliance.

October 2, 2023

by Ted Gooch

· 4,132 Views · 2 Likes

How to Debug an Unresponsive Elasticsearch Cluster

Master debug an unresponsive Elasticsearch cluster with our simple tutorial guide. Try this efficient solution for buggy or unstable Elasticsearch setups.

October 1, 2023

by Derric Gilling

CORE

· 5,865 Views · 3 Likes

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