AI/ML Resources

Exploring Decision Trees: A Beginner's Guide

Explore fundamental concepts of decision trees, including entropy, information gain, and Gini impurity, which form the basis of their decision-making process.

April 18, 2024

by Prokshitha Polemoni

· 2,054 Views · 2 Likes

Journey To Building Massive Language Models in 2024

Explore the technical intricacies involved in constructing cutting-edge language models and the latest innovations and challenges across the entire stack.

April 18, 2024

by Preet Inder Singh Rihan

· 1,703 Views · 1 Like

Explainable AI: Interpreting Complex AI/ML Models

This article explores Explainable AI (XAI), focusing on making AI systems' decisions transparent and understandable through techniques like LIME and SHAP.

April 16, 2024

by Rajiv Avacharmal

· 881 Views · 2 Likes

Essential Math to Master AI and Quantum

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

· 2,846 Views · 9 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

· 3,114 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

· 2,370 Views · 4 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

· 2,784 Views · 10 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

· 1,558 Views · 3 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

· 1,152 Views · 1 Like

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

· 2,658 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

· 1,601 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

· 4,956 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

· 1,336 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

· 980 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

· 3,571 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

· 605 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

· 610 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

· 2,934 Views · 6 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

· 3,082 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

· 2,475 Views · 4 Likes

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