AI/ML Resources

Unlocking Personal and Professional Growth: Insights From Incident Management

By applying the principles of incident management, developers can grow both personally and professionally, leading to more fulfilling and successful lives.

April 3, 2024

by Pradeep Gopalgowda

· 11,640 Views · 5 Likes

Rapid Expansion of Generative AI: A Call for Responsible Product Management

Responsible AI product management ensures ethical, safe, and fair AI use, focusing on integrating key principles and safety features.

April 3, 2024

by Chetan Zawar

· 785 Views · 2 Likes

AI-Powered DDR: Supercharging Your Threat Detection Capabilities

In the relentless battle against cyber threats, time is of the essence. Integrating AI into DDR solutions marks a turning point in the fight against cybercrime.

April 3, 2024

by Anastasios Arampatzis

· 879 Views · 1 Like

AI Frameworks for Software Engineers: TensorFlow (Part 1)

TensorFlow, a key AI framework, enables the building, training, and deploying of versatile AI models, illustrated through a simple example.

April 3, 2024

by Amardeep Singh

· 4,705 Views · 7 Likes

Ethics in the Age of AI: The Human and Moral Impact of AI

Generative AI and LLMs have ever-expanding use cases, but they also have the potential for misuse, raising fundamental questions regarding AI's human and ethical impact.

April 3, 2024

by Cate Lawrence

CORE

· 3,546 Views · 3 Likes

Efficient Ticket Management Using LangChain and Large Language Models

LangChain agents, powered by ChatGPT, revolutionize JIRA ticket creation for seamless cross-team collaboration, boosting efficiency and productivity.

April 3, 2024

by Rupali Kaushik

· 5,640 Views · 5 Likes

Automating Operational Efficiency: Integrating AI Insights From Amazon SageMaker Into Business Workflows

Integrating AI within AWS RDS MySQL for managing terabytes of flight data on a weekly basis involves leveraging AWS's vast ecosystem of AI and data services.

April 2, 2024

by Vijay Panwar

CORE

· 879 Views · 1 Like

OpenAI Evals Using Phoenix

OpenAI Evals are used for evaluating LLM models and finding accuracy, which helps to compare the custom models and figure out how best your custom model performs.

April 2, 2024

by Somanath Balakrishnan

CORE

· 1,178 Views · 1 Like

Understanding Prompt Injection and Other Risks of Generative AI

By prioritizing security, organizations can enhance trust, resilience, and reliability in their cloud and AI environments.

April 2, 2024

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 5,858 Views · 5 Likes

The Evolution of Conversational AI: From Chatbots to Coherent Conversations With GenAI and LLMs

Conversational AI has evolved, transitioning from simplistic rule- or FAQ-based systems to advanced virtual assistants capable of human-like dialogue.

April 2, 2024

by Pratik Prakash

CORE

· 5,108 Views · 3 Likes

Introduction to Generative AI: Empowering Enterprises Through Disruptive Innovation

Leveraging deep learning models, generative AI exhibits a unique ability to interpret diverse input types and seamlessly generate novel content across various modalities.

April 1, 2024

by Tuhin Chattopadhyay

CORE

· 9,709 Views · 2 Likes

Achieving Data Excellence: How Generative AI Revolutionizes Data Integration

Data and generative AI services that provide data analysis, ETL, and NLP enable robust integration strategies for unlocking the full potential of data assets.

March 31, 2024

by Boris Zaikin

CORE

· 3,612 Views · 3 Likes

MLOps Architectural Models: An Advanced Guide to MLOps in Practice

Learn about MLOps architectural challenges and ways to manage complexity through this end-to-end guide for MLOps app development with a financial institution use case.

March 30, 2024

by Daniela Kolarova

CORE

· 3,080 Views · 3 Likes

Cognitive and Perspective Analytics

Cognitive and perspective analytics represent powerful tools in the analytical era. When used together, they can provide a more complete picture of analytics data.

March 29, 2024

by Prashanth Mally

· 973 Views · 1 Like

Building AI-Powered Ad Recommendation Systems: Tips and Tricks for Developers

In this blog post, we will delve into the intricacies of building AI-powered ad recommendation systems and key tips and tricks that developers need to consider.

March 29, 2024

by Atul Naithani

· 1,524 Views · 2 Likes

Empowering Developers: Navigating the AI Revolution in Software Engineering

AI has become a fundamental part of modern software development, impacting devs in both positive and negative ways and highlighting the importance of continuous learning.

March 29, 2024

by Yifei Wang

CORE

· 3,384 Views · 2 Likes

The AI Revolution: Transforming the Software Development Lifecycle

In recent years, artificial intelligence (AI) has emerged as a transformative force across various industries, and software development is no exception.

March 28, 2024

by Ruchita Varma

· 1,889 Views · 1 Like

The Power of LLMs in Java: Leveraging Quarkus and LangChain4j

This post attempts to demystify the use of LLMs in Java, with Quarkus and LangChain4j, across a ludic and hopefully original project.

March 28, 2024

by Nicolas Duminil

CORE

· 4,538 Views · 5 Likes

Enhancing Performance With Amazon Elasticache Redis: In-Depth Insights Into Cluster and Non-Cluster Modes

The article discusses Amazon Elasticache Redis, a managed in-memory caching service that can enhance the performance and user experience of applications.

March 28, 2024

by Satrajit Basu

CORE

· 2,394 Views · 1 Like

Data Streaming for AI in the Financial Services Industry (Part 2)

Learn the data streaming strategies to lay a solid foundation for AI, moving from chaos and going into order for data strategies.

March 27, 2024

by Christina Lin

CORE

· 847 Views · 1 Like

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