AI/ML Resources

Model Compression: Improving Efficiency of Deep Learning Models

Model compression is a key component of real-time deployment of deep learning models. This article explores different approaches to make models more efficient.

November 6, 2024

by Inderjot Singh Saggu

· 2,549 Views · 6 Likes

Building Scalable AI-Driven Microservices With Kubernetes and Kafka

AI microservices, Kubernetes, and Kafka enable scalable, resilient intelligent applications through modular architecture and efficient resource management.

November 6, 2024

by Dileep Kumar Pandiya

· 6,582 Views · 4 Likes

Integrated Gradients: AI Explainability for Regulated Industries

Learn how Integrated Gradients helps identify which input features contribute most to the model's predictions to ensure transparency.

November 6, 2024

by Vamsi Kavuri

CORE

· 20,808 Views · 5 Likes

Build Retrieval-Augmented Generation (RAG) With Milvus

Learn to manage hallucinations by building RAGs with Milvus. Developers can embed similarity searches and use unstructured data for LLMs.

November 5, 2024

by Ifeanyi Benny Iheagwara

· 13,586 Views · 2 Likes

Harnessing GenAI for Enhanced Agility and Efficiency During Planning Phase

Learn how GenAI revolutionizes PI Planning by improving decision-making, tracking, and communication, driving more efficient and agile execution across teams.

November 5, 2024

by Yogesh Rathod

· 12,468 Views · 4 Likes

Two-Pass Huffman in Blocks of 2 Symbols: Golang Implementation

One of the most famous compression algorithms is Huffman coding. Here, see an advanced version: a block-based, 2-symbol, two-pass Huffman algorithm in Golang.

November 5, 2024

by Daniil Koshelev

· 10,519 Views · 5 Likes

How to Protect Yourself From the Inevitable GenAI Crash

GenAI has a case of the "shiny things" syndrome. Is a GenAI crash inevitable? Explore an experienced take in this article.

November 4, 2024

by Jason Bloomberg

· 11,354 Views · 6 Likes

AI-Powered Flashcard Application With Next.js, Clerk, Firebase, Material UI, and LLaMA 3.1

Create flashcards: Next.js for the front end, Clerk for user authentication, Firebase for storage, Material UI for an interface, and LLaMA 3.1 for generation.

November 4, 2024

by Vaibhavi Tiwari

· 16,070 Views · 7 Likes

Using Oracle Database 23AI for Generative AI RAG Implementation: Part 1

Explore the basics of vectors and embeddings, how the Oracle vector DB works, and develop a RAG application to enhance a local LLM.

November 4, 2024

by Shamim Bhuiyan

· 10,420 Views · 1 Like

Ditch Your Local Setup: Develop Apps in the Cloud With Project IDX

Start building web apps in the cloud with Project IDX! This guide explores the features of Google's cloud IDE and shows you how to create a new React project.

November 4, 2024

by Anujkumarsinh Donvir

CORE

· 14,412 Views · 8 Likes

Digitalization of Airport and Airlines With IoT and Data Streaming Using Kafka and Flink

Take an in-depth look at IoT and data streaming using Kafka and Flink at airports such as Schiphol AMS and airlines like Lufthansa and Cathay.

November 4, 2024

by Kai Wähner

CORE

· 10,999 Views · 3 Likes

Optimizing Vector Search Performance With Elasticsearch

Optimize vector search in Elasticsearch through dimensionality reduction, efficient indexing, and automated parameter tuning for faster, more accurate results.

November 4, 2024

by Venkata Gummadi

· 20,831 Views · 5 Likes

What the CrowdStrike Crash Exposed About the Future of Software Testing

Leveraging automated software testing to mitigate costly failures in today’s fast-evolving and complex digital landscape.

November 1, 2024

by Mav Turner

· 12,322 Views · 2 Likes

Smart Routing Using AI for Efficient Logistics and Green Solutions

Investigate the role of AI in enhancing logistics efficiency and promoting environmental sustainability through advanced route optimization techniques.

November 1, 2024

by vuppulapati Chandra Sekhar Naidu

· 12,010 Views · 2 Likes

Boosting Efficiency: Implementing Natural Language Processing With AWS RDS Using CloudFormation

See a comprehensive configuration of an NLP-enabled AWS RDS environment utilizing AWS CloudFormation templates and an in-depth cost and performance analysis.

October 31, 2024

by Vijay Panwar

CORE

· 10,627 Views · 1 Like

Exploring AI-Powered Web Development: OpenAI, Node.js, and Dynamic UI Creation

OpenAI API, Node.js, and JSON Schema combine to generate AI-driven UIs from prompts, validated by schema — transforming web development with consistent results.

October 31, 2024

by Pradeep kumar Saraswathi

· 5,433 Views · 3 Likes

Multimodal RAG Is Not Scary, Ghosts Are Scary

Run ghastly multimodal analytics and Retrieval Augmented Generation with our "ghosts" collections in the open-source Milvus vector database.

October 30, 2024

by Tim Spann

CORE

· 5,004 Views · 3 Likes

Challenges and Ethical Considerations of AI in Team Management

AI is transforming team management by boosting efficiency and insights, but it brings challenges like privacy concerns, bias, and the risk of impersonal management.

October 30, 2024

by Nimit Gupta

· 6,903 Views · 3 Likes

Snowflake Cortex Analyst: Unleashing the Power of Conversational AI for Text-to-SQL

Find out more about how conversational AI for text-to-SQL using Snowflake Cortex Analyst unlocks the potential for data-driven decision-making.

October 30, 2024

by Kapil Kumar Sharma

· 7,211 Views · 1 Like

Inside the World of Data Centers

There is a constant shift towards cloud-native applications. Here, take a look into the workings of data centers that are hosting these cloud infrastructures.

October 29, 2024

by Arpit Jain

· 6,108 Views · 1 Like

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