AI/ML Resources

Building Secure AI LLM APIs: A DevOps Approach to Preventing Data Breaches

Learn how DevOps is crucial for securing AI LLM APIs through practices like strong authentication, encryption, rate limiting, and continuous monitoring.

August 19, 2024

by Anton Lucanus

CORE

· 3,747 Views · 1 Like

Benchmarking OpenAI Models for Automated Error Resolution

This article evaluates LLMs in software development, focusing on their effectiveness in resolving errors, a key task in software developers' workflows.

August 19, 2024

by Reilly Oldham

· 3,670 Views · 7 Likes

API Security: The Cornerstone of AI and LLM Protection

Explore how API security is integral to AI and LLM security and learn key strategies for developers and security teams.

August 19, 2024

by Tom Smith

CORE

· 2,312 Views · 1 Like

Why AI-Assisted Code Generation Is Transforming Software Development

AI-assisted code generation is revolutionizing software development through its use of machine learning, which is significantly reducing development time and errors.

August 15, 2024

by Danny Logsdon

· 4,037 Views · 4 Likes

Unboxing the Black Box

Explore explainable AI by unpacking heat maps and Structured Attention Graphs for explaining model decisions in computer vision applications.

August 15, 2024

by Anurag Paul

· 3,294 Views · 6 Likes

Revolutionizing Billing Processes With AI: Enhancing Efficiency and Accuracy

Discover how AI-driven billing systems are transforming revenue management by enhancing accuracy, efficiency, and customer satisfaction.

August 15, 2024

by Lohith Kumar Paripati

· 2,878 Views · 3 Likes

Large Language Models: Changing the Game in Software Development With Code Generation, Debugging, and CI/CD Integration

LLMs revolutionize software development by translating verbal instructions into executable code, enhancing productivity, and automating debugging processes.

August 15, 2024

by Suri Nuthalapati

CORE

· 19,471 Views · 3 Likes

Safeguarding Democracy in the Digital Age: Insights from Day 1 at Black Hat 2024 and Las Vegas Officials

Explore global, national, and local cybersecurity challenges and their impact on democracy, with insights from Black Hat 2024 and Las Vegas officials.

August 14, 2024

by Tom Smith

CORE

· 3,372 Views · 1 Like

Chat With Your Code: Conversational AI That Understands Your Codebase

In the ever-evolving software development landscape, interacting with your codebase conversationally can be a game-changer.

August 14, 2024

by Prince Bose

· 3,010 Views · 5 Likes

Unlocking the Potential of Synthetic Data for AI Development

Learn how to overcome real data challenges with synthetic alternatives. Discover the benefits and hurdles of using synthetic data for AI training and testing.

August 14, 2024

by Saigurudatta Pamulaparthyvenkata

· 2,631 Views · 2 Likes

Integrate Spring With Open AI

Learn how to easily integrate your Spring application with Open AI features and be ready to use the ChatGPT on your Java project.

August 14, 2024

by Felipe Caparelli

· 8,050 Views · 7 Likes

Avoiding Prompt-Lock: Why Simply Swapping LLMs Can Lead to Failure

In this article unpack an issue that has the potential to wreak havoc on your ML initiatives: prompt lock-in.

August 13, 2024

by Luis Ceze

· 2,352 Views · 2 Likes

Building Product to Learn AI, Part 2: Shake and Bake

In part 1, we gathered the crucial "ingredients" for our AI creation — the data. Now, transform that data into a fully functioning Large Language Model (LLM).

August 13, 2024

by Obaid Sarvana

· 3,177 Views · 5 Likes

Neural Networks: From Perceptrons to Deep Learning

Explore in-depth the technical journey of neural networks, from the basic perceptron to advanced deep learning architectures driving AI innovations today.

August 13, 2024

by Fizza Jatniwala

· 2,139 Views · 2 Likes

A Deep Dive Into Recommendation Algorithms With Netflix Case Study and NVIDIA Deep Learning Technology

Take a deep dive into recommendation algorithms that are crucial for internet platforms, driving user engagement and revenue, and used by major platforms.

August 12, 2024

by Sagar Sidana

· 2,071 Views · 2 Likes

Demystifying the Magic: A Look Inside the Algorithms of Speech Recognition

Discover the mechanics that make speech recognition possible. Understanding the increasingly common voice-user interface (VUI) for applied AI could give you an edge.

August 9, 2024

by Manoj Boopathi Raj

· 3,459 Views · 1 Like

Use Mistral AI to Build Generative AI Applications With Go

Let's walk through how to use these Mistral AI models on Amazon Bedrock with Go, and in the process, also get a better understanding of its prompt tokens.

August 9, 2024

by Abhishek Gupta

CORE

· 4,785 Views · 1 Like

Connecting ChatGPT to Code Review Made Easy

GPT can generate code quite well, can it review it just as smoothly? Read this article to find out more.

August 9, 2024

by Dmytro Diachenko

· 3,734 Views · 1 Like

Running PyTorch on GPUs

This summary of steps to run the PyTorch framework or any AI workload on GPUs highlights the importance of the hardware, driver, software, and frameworks.

August 8, 2024

by Jagadish Krishnamoorthy

· 6,810 Views · 2 Likes

How to Scale RAG and Build More Accurate LLMs

Retrieval augmented generation (RAG) needs the right data architecture to scale efficiently. Learn how data streaming helps data and application teams innovate.

August 8, 2024

by Andrew Sellers

· 2,930 Views · 2 Likes

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