AI/ML Resources

The Equivalence Rationale of Neural Networks and Decision Trees: Towards Improving the Explainability and Transparency of Neural Networks

Let's unravel a new approach to improving the explainability and transparency of neural networks using an equivalent decision tree to represent them.

April 25, 2023

by Priya Kumari

· 2,139 Views · 2 Likes

A Critical Detail About Kafka Partitioners

Understanding the role of a partitioner in the Kafka producer is important to understand to build effective Kafka applications.

April 25, 2023

by Bill Bejeck

· 4,047 Views · 2 Likes

Potential Benefits of Using Generative AI in the Development and Operations of IT Systems

Many organizations are experimenting with how generative AI can be used to develop and operate IT systems.

April 25, 2023

by Divakar R

· 4,434 Views · 1 Like

API Gateway For ChatGPT Plugins

Learn how API Gateway can be beneficial for ChatGPT plugin developers to expose, secure, manage, and monitor their API endpoints.

April 23, 2023

by Bobur Umurzokov

· 4,521 Views · 2 Likes

Custom Training of Large Language Models (LLMs): A Detailed Guide With Code Samples

This article provides a comprehensive guide on how to custom-train large language models, such as GPT-4, with code samples and examples.

April 22, 2023

by Suresh Rajasekaran

· 23,028 Views · 4 Likes

How Midjourney and Other Diffusion Models Create Images from Random Noise

Diffusion models, such as Midjourney and DALL-E 2 can produce stunning images, but their training always begins with complete noise.

April 22, 2023

by Rostyslav Demush

· 6,275 Views · 2 Likes

MLOps for Beginners: Getting Started With MLOps

New to MLOps? Learn the basics of machine learning with this MLOps for beginners guide.

April 22, 2023

by Atulpriya Sharma

· 4,151 Views · 1 Like

Data Encryption: Benefits, Types, and Methods

This post explains data encryption and lists its benefits, types and the common encryption methods found in different tools.

April 20, 2023

by Alex Tray

· 6,650 Views · 1 Like

Maximizing the Potential of LLMs: Using Vector Databases

How can you work around the token limit problem in Large Language Models like GPT-4 using Vector Embedding Databases and LangChain?

April 20, 2023

by Roger Oriol

· 4,450 Views · 2 Likes

Nine Essential Programming Languages and Tools for AI and Machine Learning Professionals

This article covers nine essential programming languages and tools for AI and machine learning to become an AI and machine learning professional.

April 18, 2023

by Manas Sadangi

CORE

· 2,805 Views · 1 Like

Maximizing the Potential of LLMs: A Guide to Prompt Engineering

Carefully designing the prompts used in LLMs like GPT-4 can greatly improve the results and become very useful for a variety of use cases.

April 18, 2023

by Roger Oriol

· 4,544 Views · 1 Like

Prompt Engineering: Unlocking the Power of Generative AI Models

Prompt engineering is the art of crafting effective input prompts for AI models like GPT-4 or Google AI Bard, enabling accurate and context-aware results.

April 18, 2023

by Navveen Balani

· 4,949 Views · 3 Likes

21 Hidden Careers in the AI Revolution: Driving Change in the Tech Industry

AI revolution creates new career opportunities in the tech industry, including AI ethicists and entertainment AI tool developers.

April 14, 2023

by Manas Sadangi

CORE

· 8,455 Views · 3 Likes

Why ChatGPT Is Not as Intelligent as Many Believe

While this AI tech is impressive, it's wrong to trust and rely on it 100%. What's the problem? I've got four for you to consider.

April 14, 2023

by Olesia Filipenko

· 8,175 Views · 12 Likes

How Incorporating NLP Capabilities Into an Existing Application Stack Is Easier Than Ever

With the use of pre-trained models, developers can code and query using everyday language. Read on to learn how.

April 14, 2023

by Jorge Torres

· 5,975 Views · 3 Likes

Demystifying Generative Text AI

An easy introduction to generative text ai with animated images, covering artificial neural networks, word representation, generative text AI and ChatGPT specifics.

April 14, 2023

by Steffen Luypaert

· 3,815 Views · 4 Likes

AIPRM Plugin for ChatGPT

AIPRM is an acronym for Artificial Intelligence Powered Relationship Management. AIPRM Plugin is an advanced tool designed to enhance the performance of AI.

April 13, 2023

by sugandha chejara

· 7,451 Views · 1 Like

Measuring and Tracking DevOps Performance With Metrics and KPIs

This article explains key metrics to understand what prevents your teams from adopting the DevOps culture.

April 13, 2023

by Anish Roy

· 3,655 Views · 1 Like

Eight Reasons ChatGPT Is the Future of Conversational AI

Explore the cutting-edge technology and capabilities of ChatGPT, the language model revolutionizing the way we communicate.

April 13, 2023

by Amy Parker

· 3,453 Views · 2 Likes

Must-Have Tool for Anonymous Virtual Livestreams

Virtual characters allow live streamers to interact anonymously within an app. Learn how live streamers can incorporate the human body occlusion capability.

April 12, 2023

by Jackson Jiang

CORE

· 2,507 Views · 1 Like

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