AI/ML Resources

Could a Scrum GPT Challenge Scrum Masters?

This article answers if Scrum Masters change from essential practitioners to a niche role.

January 24, 2024

by Stefan Wolpers

CORE

· 2,326 Views · 1 Like

AI/Machine Learning Techniques: The Cheat Sheet

This paper is a summary that breaks down the big ideas of machine learning into easy-to-understand parts. Think of it as a quick reference or a cheat sheet.

January 24, 2024

by Pier-Jean MALANDRINO

CORE

· 1,466 Views · 2 Likes

Building a Generative AI Processor in Python

Why not create a Python Processor for Apache NiFi 2.0.0? In this tutorial, discover whether the challenge to do so is easy or difficult.

January 23, 2024

by Tim Spann

CORE

· 3,714 Views · 5 Likes

Making AI Real: How Groq Simplifies Machine Learning for Developers

Learn how AI enables real-time machine learning inference, speeds time-to-insight, reduces time-to-production and provides future-proof infrastructure for AI growth.

January 23, 2024

by Tom Smith

CORE

· 3,307 Views · 2 Likes

Enhancing Churn Prediction With Ensemble Learning Techniques

Customer churn is a substantial threat to businesses, affecting revenue and strategic planning. Predictive analytics has transitioned to an indispensable element of business strategy.

January 23, 2024

by Salman Khan

CORE

· 26,685 Views · 28 Likes

Unlocking the Potential: Top Benefits of Amazon SageMaker for Machine Learning

Explore the extensive benefits of Amazon SageMaker in this comprehensive guide. Learn how it enhances AI capabilities and revolutionizes data-driven projects.

January 23, 2024

by Chiragsinh Vaghela

· 1,526 Views · 2 Likes

AI for Web Devs: Prompt Engineering

Prompt engineering lets you modify AI behavior without changing application code. This post covers tools and techniques for prompt engineering.

January 23, 2024

by Austin Gil

CORE

· 3,359 Views · 1 Like

How To Boost Your Software Engineer Career: Code and Life

This article will explore key strategies and practical advice for advancing your software engineering career.

January 23, 2024

by Konstantin Glumov

· 2,940 Views · 4 Likes

A Simple Guide To Building Your Own AI-Powered Applications

Build smarter apps by integrating AI. Choose the right framework, define use cases, train models, and prioritize user experience.

January 23, 2024

by Manas Sadangi

CORE

· 2,089 Views · 1 Like

Enhancing Chatbot Effectiveness with RAG Models and Redis Cache: A Strategic Approach for Contextual Conversation Management

Implement RAG models in conjunction with LLMs, complemented by the use of session-based context management through Redis cache.

January 22, 2024

by Franklin Jebadoss

· 2,816 Views · 2 Likes

Provision Cloud Infrastructure Using Google Duet AI

This article helps to create a GKS cluster with Google Duet AI, leveraging Duet AI prompts for guidance in EKS cluster creation.

January 22, 2024

by KONDALA RAO PATIBANDLA

· 3,625 Views · 3 Likes

Build a Serverless GenAI Solution With Lambda, DynamoDB, LangChain, and Amazon Bedrock

Explore how DynamoDB is used as the chat history backend along with AWS Lambda Web adapter for response streaming.

January 22, 2024

by Abhishek Gupta

CORE

· 3,329 Views · 1 Like

Inventory Predictions With Databricks

Inventory management and integrating AI analytics involve leveraging advanced algorithms and models to gain insights, make predictions, or automate decision-making.

January 22, 2024

by Prashanth Mally

· 2,423 Views · 2 Likes

Event-Based Autoscaling: Ensuring Smooth Operations on Your Peak Days

Automate event-based autoscaling with AI, preventing overprovisioning, optimizing performance, and enhancing user experience in diverse industries.

January 21, 2024

by Raj Nair

· 3,464 Views · 3 Likes

How Artificial Intelligence (AI) Is Transforming the Mortgage Industry

This article explores how AI has emerged as a game-changer, helping lenders and borrowers.

January 21, 2024

by Amrish Solanki

· 2,498 Views · 3 Likes

Generate a CRUD API Using Low-Code and No-Code

By combining a CRUD generator with declarative programming constructs, you can ALMOST eliminate the need for software developers - But only ALMOST!

January 21, 2024

by Thomas Hansen

CORE

· 2,570 Views · 2 Likes

How to Build a Data Foundation for Generative AI

GenAI depends on data maturity, in which an organization demonstrates mastery over both integrating data (moving and transforming it) and governing its use.

January 19, 2024

by Charles Wang

· 4,128 Views · 3 Likes

AI for Web Devs: What Are Neural Networks, LLMs, & GPTs?

Good things to understand when building AI applications: artificial neural networks, LLMs, parameters, embeddings, GPTs, and hallucinations.

January 19, 2024

by Austin Gil

CORE

· 3,356 Views · 1 Like

Protecting Privacy in the Age of Edge AI: The Role of Homomorphic Encryption

Homomorphic Encryption secures data in Edge AI, ensuring privacy. Rising IoT and privacy concerns drive Edge AI growth, aided by tech giants' privacy-centric approaches.

January 19, 2024

by Deep Manishkumar Dave

· 3,931 Views · 2 Likes

Revolutionizing Kubernetes With K8sGPT: A Deep Dive Into AI-Driven Insights

Harness the power of AI-driven insights to oversee and manage Kubernetes clusters for optimal performance effectively.

January 19, 2024

by Josephine Eskaline Joyce

CORE

· 6,524 Views · 7 Likes

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