Learn AI Together — Towards AI Community Newsletter #26
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, fellow learners. If you’ve enjoyed the list of courses at Gen AI 360, wait for this… Today, I am super excited to finally announce that we at towards_AI have released …
Exploration of Markov’s and Chebyshev’s Inequality: It’s Application in Data Science
Author(s): Ghadah AlHabib Originally published on Towards AI. Image generated by ChatGPT Introduction to Markov’s Inequality Markov’s inequality provides an upper bound on the probability that a non-negative random variable is at least as large as a certain value or threshold. It …
Build a Real-time Speech Recognition Sentiment Analysis Tool
Author(s): Barri Sambaris Originally published on Towards AI. A guide to building a sentiment analysis tool with Streamlit and NLP for customer call centers where audio is automatically translated to text and processed to get the sentiment of the caller. Photo by …
How Do Face Filters Work?
Author(s): Vincent Vandenbussche Originally published on Towards AI. Examples of face filters applied to a few images using the method in this article. See References section for original images credits. Everyone knows Snapchat filters. Face filters are everywhere now in our apps: …
Magic Wands Don’t Exist: The Jagged Frontier of AI
Author(s): Pawel Rzeszucinski, PhD Originally published on Towards AI. The jagged frontier of AI sets us up for a challenging hike (source: DALL-E) The onset of generative AI (genAI) and the spectacular capabilities of large language models (LLMs) has opened the door …
Building & Deploying a Speech Recognition System Using the Whisper Model & Gradio
Author(s): Youssef Hosni Originally published on Towards AI. Speech recognition is the task of converting spoken language into text. This article provides a comprehensive guide on building and deploying a speech recognition system using OpenAI’s Whisper model and Gradio. The process begins …
All About Efficiency Metrics in ML
Author(s): Nandini Tengli Originally published on Towards AI. Recently, I have been working on optimizing ML models to improve their runtime efficiency on hardware. This article is a comprehensive list of popular efficiency metrics used while evaluating the efficiency of Machine Learning …
Language Model Alignment: Use-cases and Approaches
Author(s): Fabio Yáñez Romero Originally published on Towards AI. Before putting a language model into production, some techniques must be used to align the model to respond appropriately to the end user; this post will explain the main uses and methods employed …
Learn AI Together — Towards AI Community Newsletter #25
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! After building three free courses, sharing hundreds of videos and articles, and publishing a soon-to-be-released book on AI for production, we are excited to finally launch our business-to-business …
Graph Neural Networks (GNN) — Concepts and Applications
Author(s): Tan Pengshi Alvin Originally published on Towards AI. Exploring the concept and applications of Graphs, and how to apply Neural Networks to itImage by Alina Grubnyak on Unsplash We have seen the power of Machine Learning in drawing insights about data …
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