What is CRISP ML(Q) in Machine Learning
Author(s): Amit Chauhan Originally published on Towards AI. Project management methodologyPhoto by Kaleidico on Unsplash CRISP ML(Q) — CRoss Industry Standard Process for Machine learning with Quality Assurance, It comprises of 6 phases: Data and Business understandingData preparationModel building and TuningEvaluationModel DeploymentMonitoring …
What is Transfer Learning in Deep Learning?
Author(s): Amit Chauhan Originally published on Towards AI. Pre-trained models in machine and deep learningPhoto by Arnold Francisca on Unsplash In simple terms, it is a technique to use a trained model on the dataset that is run on a new, different …
Developing Your First Neural Network in PyTorch
Author(s): Rashida Nasrin Sucky Originally published on Towards AI. A Complete Step-by-Step Process for BeginnersPhoto by M.T ElGassier on Unsplash I have been working and writing tutorials on deep learning space for a while now, and I focused mostly on TensorFlow. But …
Serving a PyTorch Model with FastAPI and Docker
Author(s): Marcello Politi Originally published on Towards AI. Learn how to develop a complete Machine Learning ServicePhoto by SpaceX on Unsplash Working on personal Machine/Deep Learning projects is very enjoyable. In the evenings, in front of the laptop, you code things you …
When AI Prefers Caucasian
Author(s): David Leibowitz Originally published on Towards AI. Spotting and mitigating racial bias in AI creationsAI and diversity abstract illustration, Credit: David Leibowitz via DALL-E Generative AI has reached a point where it can create promotional scripts and convert them into videos …
CogVLM, a Revolutionary Multimodal Model Introducing Deep Fusion
Author(s): Ignacio de Gregorio Originally published on Towards AI. Solving the Shallow Alignment Issue Top highlight A group of researchers has presented a new model that revolutionizes the current multimodal AI design standards while blowing almost all competition out of the water. …
Learn to Build — Towards AI Community Newsletter #1
Author(s): Towards AI Editorial Team Originally published on Towards AI. We are excited to announce our newest newsletter! It’s all about us — the community. We will share a roundup of interesting stuff like collaboration opportunities, incredible articles, polls, and unique projects …
The Future of AI, Indexing the Mind, Building Better AI’s
Author(s): Louis Bouchard Originally published on Towards AI. An interview with Dmitry Shapiro, CEO of YouAI In this special edition, we’re diving into the future of Artificial Intelligence with Dmitry Shapiro. Dmitry, previously at Google and then CTO of MySpace Music is …
This AI newsletter is all you need #73
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie Image Credits: Retool AI Report Conversation this week was again dominated by the aftermath of OpenAI’s Devday, new product releases, and speculation on the …
Build a Better Running Shoe (or any Product) For $1 with Generative AI
Author(s): David Leibowitz Originally published on Towards AI. Accelerate market research, competitive analysis & new product development with ChatGPTAI & humans work together to design superior products based on real market data, credit: David Leibowitz (via DALL-E) Imagine combining the power of …
The Dark Side of AI — How Can The Creators Help?!
Author(s): Dr. Sreeram Mullankandy Originally published on Towards AI. Photo by Ramón Salinero on Unsplash Not a single day goes by these days without us learning about something astonishing that an AI tool has done. Yes, we are in unchartered territory. The …
How To Access Google’s ‘Hidden’ Generative AI Image Creation Tool Now
Author(s): David Leibowitz Originally published on Towards AI. But get in soon, before the preview closesGoogle Generative AI Image Creation, screenshot by author Google has quietly released a generative AI image creation tool, which requires steps to access that are so obscure …
Cornell University Discovers a Huge Threat at the Core of ChatGPT
Author(s): Ignacio de Gregorio Originally published on Towards AI. The eggs and omelet paradigm Over the last six months, companies around the world have been deploying Generative AI (GenAI) solutions. As most cases require the GenAI model to have “long-term memory” almost …
AI in Motion
Author(s): michael raspuzzi Originally published on Towards AI. AI in Motion 24-hour hardware hack recap in San Francisco If 2023 was the year of LLMs (large language models), then 2024 will be the year of LMMs (large multimodal models). The main difference …
In-depth Understanding of XGBoost Introduction in Machine Learning
Author(s): Amit Chauhan Originally published on Towards AI. Algorithm to improve the speed and performancePhoto by Alex Chumak on Unsplash What is machine learning? It is a technique to learn patterns from the data and make predictions. The machine learning algorithms implementation …
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