The library

Articles for professional AI practice.

A curated library of explainers, implementation guides, industry examples, and responsible-use notes.

ai-engineering

RAG Architecture Types with Implementation Details and Use Cases

Retrieval-Augmented Generation (RAG) combines the strengths of retrieval systems and generative models to produce accurate and context-aware responses. Various RAG architectures have been developed to address different c

Published 2024-07-29

ai-engineering

Python Deployment Best Practices: A Comprehensive Guide

Python Deployment Best Practices: Deploying Python applications can be a complex process, but with the right practices, you can ensure a smooth and efficient workflow. This guide will walk you through the best practices

Published 2024-02-21

foundations

7 Key Steps: How to Be an AI Leader with No Code

Explore becoming AI leader with no-code with our guide. Learn key steps like understanding AI basics, using no-code tools, managing AI projects, and ethical practices. Gain insights on effective leadership, collaboration

Published 2024-01-05

foundations

Applications of Generative AI

Generative Artificial Intelligence (AI) is a branch of AI that focuses on creating models capable of generating new content, such as images, music, text, and even videos. This article explores the exciting applications o

Published 2023-12-19

foundations

Generative AI vs. Traditional AI

Learn about the differences between Generative AI and Traditional AI, their strengths and weaknesses, and the potential applications of Generative AI. Discover how Generative AI is revolutionizing various industries and

Published 2023-12-19

foundations

Limitations of Generative AI

Generative Artificial Intelligence (AI) has made significant advancements in recent years, but it also has limitations. This blog post explores the limitations of generative AI, including lack of contextual understanding

Published 2023-12-19

tools-and-models

Open-source Generative AI Projects

Generative Artificial Intelligence (AI) is an exciting field that focuses on creating algorithms and models capable of generating new and original content. Open-source projects in this domain have gained significant popu

Published 2023-12-19

tools-and-models

The Explainability of Generative AI Models

Learn about the importance of explainability in generative AI models and the challenges associated with achieving it. Discover promising solutions such as interpretable architectures and post-hoc explanation techniques.

Published 2023-12-19

foundations

The Future of Generative AI

Generative Artificial Intelligence (AI) has been making waves in recent years, revolutionizing various industries and transforming the way we interact with technology. This blog post explores the exciting future of gener

Published 2023-12-19

foundations

The Role of Generative AI in Creative Industries

Artificial Intelligence (AI) has revolutionized various industries, and the creative sector is no exception. This article explores the role of generative AI in creative industries and its impact on the creative process.

Published 2023-12-19

tools-and-models

Top 20 Generative AI Tools for Creative Exploration

Discover the top 20 generative AI tools that have revolutionized creative exploration. These tools use artificial intelligence algorithms to generate unique and original content, from images and music to text and designs

Published 2023-12-19

tools-and-models

Training Data for Generative AI Models

Learn about the importance of training data in generative AI models and how it affects the quality and diversity of the generated content. Understand the role of data preprocessing and the ethical considerations in using

Published 2023-12-19

foundations

AI to the Rescue: Building Features Faster and Better with AI.

In today's fast-paced world, software development teams are constantly under pressure to deliver new features quickly and efficiently. This is where Artificial Intelligence (AI) comes to the rescue, offering a revolution

Published 2023-12-12

tools-and-models

How Generative and Discriminative Models Transform AI

Dive into the world of AI with our comprehensive guide on Generative and Discriminative Models. Understand their roles, applications, and future trends. Click to explore AI's potential!

Published 2023-12-10

foundations

A Guide to Different Algorithms in Artificial Intelligence

Learn about the different Algorithms in Artificial Intelligence (AI) and their significance. Explore supervised learning algorithms like Linear Regression and Logistic Regression, unsupervised learning algorithms like K-

Published 2023-11-23

foundations

Roadmap: Machine Learning Engineer

Roadmap to Becoming a Machine Learning Engineer Machine learning (ML) is a rapidly growing field that is transforming the way we interact with technology. ML engineers are in high demand, and with good reason. ML enginee

Published 2023-11-15

foundations

AI PIN Technology and its 5 Main Benefits

In recent years, artificial intelligence (AI) has made significant advancements, transforming various industries and revolutionizing the way we live and work.

Published 2023-11-13

responsible-ai

Ethical AI: How to use it in good and fair ways

Ethical AI companies, applications, frameworks, principles, guidelines. | ethical ai in healthcare | | ethical ai in finance | | ethical ai in marketing | | ethical ai in education | | ethical ai in government | | ethica

Published 2023-11-06

responsible-ai

Decentralized AI: Revolutionizing Data Privacy on the Blockchain

Distributed Artificial Intelligence (DAI) also called Decentralized AI (Artificial Intelligences) a subfield of artificial intelligence research dedicated to the development of distributed solutions for problems. DAI is

Published 2023-10-15

foundations

Emotional AI: Tapping into Tech's Tender Side.

"Delve into the realm of Emotional AI: from mood-responsive devices to empathic robots. Explore the groundbreaking journey of technology intertwined with human emotion."

Published 2023-10-15

foundations

FAQ

What is Artificial Intelligence (AI)?Artificial Intelligence, or AI, refers to the simulation of human intelligence in machines programmed to think and act

Published 2023-10-08

tools-and-models

AI's Recipe: Mixing Data Types & Models

"Explore the art of AI in the kitchen of data, blending diverse data types & models to cook up innovative solutions and insights."

Published 2023-08-29