AI/ML Resources

Learn the essential subset of mathematical concepts to understand the underpinnings of artificial intelligence and quantum computing.

April 16, 2024

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 5,160 Views · 10 Likes

Vector Databases: Unlocking New Dimensions in Video Streaming

Explore how vector embeddings and machine learning transform search capabilities in streaming platforms and enhance user discovery and personalization.

April 15, 2024

by Sai Mahesh vuppalapati

· 5,445 Views · 6 Likes

Using Spring AI With AI/LLMs to Query Relational Databases

Explore how the AIDocumentLibraryChat project has been extended to support questions for searching relational databases.

April 12, 2024

by Sven Loesekann

· 5,224 Views · 6 Likes

Instant APIs With Copilot and API Logic Server

Describe a database to Copilot, and create a running API and Admin App in moments. Or, use an existing database. Customize in your IDE with Rules and Python.

April 11, 2024

by Val Huber

CORE

· 4,515 Views · 11 Likes

Prompt Engineering vs Fine-Tuning vs RAG

Explore the pros and cons of prompt engineering, fine-tuning, and RAG to help you understand when and how to use these techniques effectively.

April 11, 2024

by Usama Jamil

· 2,214 Views · 4 Likes

AI Explained: The Critical Phases of Training and Inference

Do you know the mechanisms and fundamentals of AI training and inference processes? Explore the steps involved in creating AI models.

April 10, 2024

by Frederic Jacquet

CORE

· 5,663 Views · 2 Likes

Multi-Touch Attribution Models

In this comprehensive guide, explore some of the traditional and advanced multi-touch attribution models and the algorithms behind them.

April 10, 2024

by Venkatraman Umbalacheri Ramasamy

· 6,924 Views · 2 Likes

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

· 8,716 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

· 5,960 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

· 7,814 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

· 1,342 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

· 16,977 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

· 1,015 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

· 1,213 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

· 5,482 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

· 4,710 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

· 8,433 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

· 1,453 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

· 1,889 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

· 8,823 Views · 5 Likes

The Latest AI/ML Topics