Regression Analysis Is Exceedingly Difficult: How to Master It Without Coding
Author(s): Anil Tilbe Originally published on Towards AI. Achieve a strong foundational understanding of the key concepts, 3 battle-tested models, and 3 challenges with regression analysis By Jukan Tateisi from Unsplash Regression analysis is a technique that can be used to [10] …
Unstructured vs. Structured Data: The 5 Most Important Differences
Author(s): Anil Tilbe Originally published on Towards AI. A breakdown of structured data, and unstructured data, the advantages of each, and how to deploy them together simultaneously for your use cases By Dietmar Becker from Unsplash A basic definition of structured data: …
The Future of AI Is Quantum Computing: 10 of the Most Important Use Cases
Author(s): Anil Tilbe Originally published on Towards AI. A comprehensive but abridged explanation of the intersection of AI and quantum computing (with use cases and challenges) By Erik Mclean from Pexels Quantum computing is still in its early stages [13], potentially impacting …
Bayesian Inference: The Best 5 Models and 10 Best Practices for Machine Learning
Author(s): Anil Tilbe Originally published on Towards AI. The advantages, top 5 models, and top 10 best practices for applying Bayesian inference to machine learning problems From Pixabay Bayesian inference is a popular machine learning technique that allows for an algorithm to …
Blockchain and NLP: Top 10 Approaches and Opportunities
Author(s): Anil Tilbe Originally published on Towards AI. When tied together, blockchain and NLP have numerous advantages, applications, and use cases across multiple industries By CocaKolaLips from Pexels Blockchain is a new and innovative technology that has the potential to change the …
Large Language Models (LLM): Top 3 of the Most Important Methods
Author(s): Anil Tilbe Originally published on Towards AI. 3 requirements to ensure your large language models (LLMs) you are training or working with provide optimal outputs and results By ThisIsEngineering from Pexels Large language models (LLM) currently apply across natural language specific …
5 Must-Know NLP Libraries on GitHub; One is a Must-Learn
Author(s): Anil Tilbe Originally published on Towards AI. The most important NLP libraries on GitHub for simple, efficient, and quick NLP modeling By Kenny Eliason from Unsplash If a natural language processing (NLP) library is not hosted on GitHub, it likely does …
5 Must-Know Machine Learning Libraries on GitHub; One is a Must-Learn
Author(s): Anil Tilbe Originally published on Towards AI. The most important machine learning libraries on GitHub for simple, efficient, and accurate modeling By Pro Church Media from Unsplash 5 Must-Know Machine Learning Libraries on Github; One is a Must-Learn I have probably …
Latent Diffusion Models: The Architecture behind Stable Diffusion
Author(s): Louis Bouchard Originally published on Towards AI. A High-Resolution Image Synthesis Architecture: Latent Diffusion Originally published on louisbouchard.ai, read it 2 days before on my blog! https://www.youtube.com/embed/RGBNdD3Wn-g What do all recent super-powerful image models like DALLE, Imagen, or Midjourney have in …
Google UniTune: Text-driven Image Editing
Author(s): Salvatore Raieli Originally published on Towards AI. Top highlight How to use words to modify your images images generated by the author using DALL-E 2 Google has recently published on arXiv a new model: UniTune. The model is capable of general …
The Upcoming A.I. Act and How It Will Impact You
Author(s): Taimur Ijlal Originally published on Towards AI. The upcoming act will do for A.I. what GDPR did for privacy In my previous posts, I have talked about how A.I. risks do not exist in a vacuum and why it is so …
An Improved Gpt-3 Is Ready for Use: How Good Is It?
Author(s): LucianoSphere Originally published on Towards AI. Excellent for a variety of applications, such as making up stories and poems, but not reliable enough for applications involving true knowledge. Photo by Alex Shute on Unsplash OpenAI just released some new flavors of …
What you must know (TLDR):
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. What are embeddings? OpenAI just announced text-embedding-ada-002. This model replaces 5 previous best-performing embedding models and is available today through embeddings API! The endpoint for the AI will be /embeddings curl …
Unleashing the power of WebSockets for real-time Model Inference
Author(s): Vatsal Saglani Originally published on Towards AI. A hands-on guide to serving model inference using sockets GIF by Author A Socket specifies a network address and port via which the application can communicate to the process on the network. Sockets are …
Data Structures: How Computers Store and Organize Data — The Backbone
Author(s): SPX Originally published on Towards AI. Top highlight Image Source Data in computer systems is essentially any type of information that can be processed and stored by a computer. This can include numbers, letters, sounds, images, and more. In order to …
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