AI/ML Resources

How To Implement RAG: A Simple Walkthrough

Learn how to enhance your LLMs with retrieval-augmented generation, using LlamaIndex and LangChain for data context, deploying your application to Heroku.

April 8, 2024

by Alvin Lee

CORE

· 9,263 Views · 2 Likes

Minimum Viable (?) Product [Comic]

The world keeps asking if AI is taking jobs from developers, but maybe we need to be asking, "Should AI take jobs from developers?"

Updated April 5, 2024

by Daniel Stori

CORE

· 6,061 Views · 7 Likes

Implementing RSA in Python From Scratch

In this article, explore an easy-to-understand explanation of the mathematical background behind RSA cryptography algorithms.

April 4, 2024

by Traven West

· 8,310 Views · 1 Like

Computer Vision and Autopilots: Car Dash Camera Calibration

The problem that we are trying to solve here is finding the alignment between the car orientation and the dash camera for the car autopilot.

April 4, 2024

by Dmytro Brazhnyk

· 1,373 Views · 2 Likes

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

· 17,968 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

· 1,052 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

· 1,251 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

· 5,583 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

· 4,788 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

· 8,601 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

· 1,521 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

· 1,979 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

· 9,435 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

· 6,410 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

· 14,900 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

· 4,525 Views · 4 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

· 4,531 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

· 1,809 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

· 2,244 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

· 4,103 Views · 3 Likes

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