Preparing time-series to build a Pollution Forecasting Model with Python
Author(s): Fabiana Clemente Originally published on Towards AI. A step-by-step guide This article was co-authored by Ian Spektor, Lead Machine Learning Engineer @ Tryolabs, who is passionate about data-science and time-series data. The adoption of AI and the application of Machine Learning …
Roadmap To Become A GenAI Expert In 2024
Author(s): Harshmeet Singh Chandhok Originally published on Towards AI. In the future, every company will need to leverage generative AI in order to stay competitive and drive innovation.” — Kai-Fu Lee, Former President of Google China. As we all have entered a …
How To Make a Synthesized Dataset To Fine-Tune Your Ocr
Author(s): Eivind Kjosbakken Originally published on Towards AI. Fine-tuning your OCR engine to your specific use case is required if you want to achieve state-of-the-art performance for your situation. Fine-tuning an OCR engine requires a large dataset, however, which is expensive to …
Hands-On LangChain for LLM Applications Development: Information Retrieval
Author(s): Youssef Hosni Originally published on Towards AI. Effective retrieval becomes crucial during query time when you need to fetch the most relevant information based on a given query. In our previous lesson, we delved into the fundamentals of semantic search, noting …
Comprehensive Guide to 13 Cutting-Edge Machine Learning Summer Schools in 2024
Author(s): Youssef Hosni Originally published on Towards AI. Dive into the pulse of innovation and knowledge within the dynamic realm of machine learning. This blog unfolds a comprehensive guide to the most anticipated Machine Learning Summer Schools of 2024. Offering a gateway …
Learn AI Together — Towards AI Community Newsletter #9
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, fellow AI enthusiasts! I really loved this week’s discussion with Jerome about the fuel of AI: Data. He demystified several topics related to building datasets for AI models and had …
PyTorch for Beginners: 7 Good Practices to Improve Your Model Development
Author(s): Ruite Xiang Originally published on Towards AI. Build a Strong PyTorch Foundation and Create Reliable Machine Learning Models. As a beginner, you want a list of tips or good practices because you will make fewer mistakes, have a better starting point, …
Time Series Forecasting using PyCaret
Author(s): Rakesh M K Originally published on Towards AI. Source: pycaret — Search Images (bing.com) PyCaret. PyCaret is a low-code Python library for Machine Learning that automates workflows and offers efficient end-to-end experiments. Automating major steps in evaluation and comparing models makes …
Qualities of Great AI Experiences
Author(s): Elaine Originally published on Towards AI. For Designers interested in AI, Managers developing processes around AI, Organizations adopting AI into user experiences, & anyone curious about the truth in designing great AI experiences While researching Design & AI at Carnegie Mellon …
Progression of Retrieval Augmented Generation (RAG) Systems
Author(s): Abhinav Kimothi Originally published on Towards AI. Progression of Retrieval Augmented Generation (RAG) Systems Image by Author : Generated using Yarnit AI The advancements in the LLM space have been mind-boggling. However, when it comes to using LLMs in real scenarios, …
LEGO, the Future of TikTok, and A Problem for Your Kids?
Author(s): Ignacio de Gregorio Originally published on Towards AI. AI and Control Top highlight ByteDance has announced a new model named LEGO that not only has impressive capabilities, but also gives us a clear idea of the future of its products, including …
18 Roadblocks To AI Adoption — Exclusive Surveys & Exec Interviews
Author(s): Alden Do Rosario Originally published on Towards AI. At a recent GAI Insights learning lab conducted by the amazing Rosemary Brisco, the topic of discussion was the obstacles and roadblocks that companies are facing while trying to deploy Generative AI in …
Data to Dashboard: Mapping UN Food Security Stats With GPT-4 Prompting
Author(s): John Loewen, PhD Originally published on Towards AI. Interactive food security mapping with GPT-4 and Plotly dashDall-E image: impressionist painting of a bubble map on a computer screen with supporting visuals Recently, GPT-4 prompting for Python code generation has significantly improved. …
How To Use AI To Improve the Literature Review Process
Author(s): Alberto Paderno Originally published on Towards AI. If AI will take my job, it might as well start with literature reviews The current problem in scientific research We live in an era dominated by technology and AI, yet our access to …
This AI newsletter is all you need #83
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, Meta’s AI strategy was in focus, with Mark Zuckerberg boasting of Meta’s GPU hoard and outlining his open-source-focused AI vision. Meta CEO …