Analyse Customer Reviews with Natural Language Processing.
Author(s): Flo Originally published on Towards AI. Using CountVectorizer, an implementation of bag-of-words Top highlight Image by Flo on OpenSea, UX Natural Language Processing In this article, we build our machine learning model to guess customer reviews tone based on historical data. …
10 Advanced Matplotlib Concepts You Must Know To Create Killer Visuals
Author(s): Bex T. Originally published on Towards AI. Become Leonardo da Matplotlib Image by me with Midjourney. All the rest of the images are by the author unless specified otherwise. Good things come to those who read the Matplotlib documentation. I made …
Decoding Generative AI Expertise in the Matrix
Author(s): Myra Roldan Originally published on Towards AI. Photo by Markus Spiske on Unsplash Welcome to the “Generative AI Matrix”, where everyone is a chosen one, destined to guide you through the virtual rabbit hole of “Harnessing the Power of ChatGPT” and …
Accented Speech Recognition: The Inclusive Realm of Automatic Speech Recognition Systems
Author(s): Toluwani Aremu Originally published on Towards AI. Photo by Jonathan Borba on Unsplash “Hey Google!” “Hey Siri!” “Hey Cortana!” “Bixby!!” “ALEXAAAA!!!” Yes, I was that frustrated trying to see if Google was the problem or if I was! In the summer …
Heart Attack Prediction: Unveiling Insights through Predictive Modeling with Python
Author(s): Muttineni Sai Rohith Originally published on Towards AI. Picture this: a crystal ball that can predict heart attacks before they strike. Sounds like something out of a sci-fi movie, right? Well, thanks to the wonders of Machine Learning and the wizardry …
Textbooks are All You Need: Inside Microsoft Research’s Amazing Phi-1 Code Language Model
Author(s): Jesus Rodriguez Originally published on Towards AI. The model is able to outperform competitors despite being substantially smaller. Top highlight Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning …
Benford’s Law Meets Machine Learning for Detecting Fake Twitter Followers
Author(s): Erika Lacson Originally published on Towards AI. An illustration of Benford’s Distribution, Photo by Author. In the expansive digital landscape of social media, user authenticity is a paramount concern. As platforms like Twitter grow, so does the proliferation of fake accounts. …
LlamaIndex: Use the Power of LLMs on Your Data
Author(s): Janik and Patrick Tinz Originally published on Towards AI. A beginner-friendly tutorial: Get answers over your documents Image by unDraw Everyone has been talking about Large Language Models (LLMs). ChatGPT shows the power of this phenomenal technology in an impressive way. …
Box Plot, Violin Plot, Ridgeline Plot — Oh My
Author(s): Adam Ross Nelson Originally published on Towards AI. How, when, and why to use these lesser-appreciated plots I say move over mere histograms! Make room for the triumvirate of data visualization tools that often fly under the radar. Box plots, violin …
Six-Degree Separation: Oh, What a Small World
Author(s): Abhijith S Babu Originally published on Towards AI. Recently, I was on a train journey from Kochi to Bangalore. On the train, I met a middle-aged man who was also on his way to Bangalore. We had a nice conversation, where …
Ditch Boring, Cliché Datasets! Use These 17 to Build a Truly Great Portfolio
Author(s): Bex T. Originally published on Towards AI. Unique datasets ranging from microbiology to sports Image by Midjourney You might have already developed a slightly sickened feeling when you saw people using the same datasets over and over and over again. Everyone …
Can Contrastive Learning Work? — SimCLR Paper Explained
Author(s): Boris Meinardus Originally published on Towards AI. A comprehensive summary of the SimCLR framework and its important findings. In my last blog post, we talked about the goal of representation learning, specifically using Self-Supervised Learning. We then came up with the …
Data Science Libraries For Beginners: Gentle Introduction
Author(s): Gencay I. Originally published on Towards AI. In this guide, you will gain knowledge about Data Science Libraries, from Data Exploration to Machine Learning. Students are studying at the deck — leonardoai I can not promise you to be a master …
This AI newsletter is all you need #54
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week we were excited to read Demis Hassabis discussing Deepmind’s upcoming new Gemini Large Language model. Historically DeepMind has primarily dedicated its efforts …
Accessing Open-Source Packages Safely Behind Corporate Firewalls
Author(s): John Adeojo Originally published on Towards AI. How Repository Mirroring Enables Enterprise Data Science Teams to Safely Innovate Image by Author: Generated with Midjourney The creation of custom AI tools, encompassing both traditional pattern recognition algorithms and cutting-edge generative AI, necessitates …
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