Tackling Imbalanced Data Using imbalanced-learn, Part 1: Under-Sampling
Author(s): Christian Kruschel Originally published on Towards AI. In the field of machine learning, working with imbalanced datasets can present a significant challenge. Imbalanced data occurs when the distribution of classes in the dataset is uneven, with one class being dominant compared …
Your Creative Catalyst: AI As The Unseen Companion
Author(s): Cezary Gesikowski Originally published on Towards AI. A Role ChatGPT Can Play In The Grand Theatre Of Creativity Top highlight “The purpose of art is washing the dust of daily life off our souls.”– Pablo Picasso image: cave paintings by Picasso …
Prophet: Evaluating Time Series Forecasting
Author(s): Ulrik Thyge Pedersen Originally published on Towards AI. Prophet Time Series Forecasting on a Hold-Out Dataset Image by Author with @MidJourney Time series ͏analysis is a crucial technique for understanding and predicting data points that are ordered chronologically. ͏It finds applications …
Skyrocket Your Productivity with ChatGPT Chrome Extensions
Author(s): Ali Originally published on Towards AI. I have actually benefited from these extensions, you can do too… Photo by Andrea Piacquadio: https://www.pexels.com/photo/woman-in-pink-sweater-using-laptop-3764402/ ChatGPT has revolutionized the way we work, learn, and search for information. It has proven to be an incredibly …
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 …
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 …
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. …
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 …
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 …
The Complete Guide to Data Preprocessing (Part 2)
Author(s): Dr. Roi Yehoshua Originally published on Towards AI. Loading the Data Set In the first part of this article, we described the data preprocessing process and showed how to handle missing values, categorical data, outliers and skewed data. In this part …
Inside Parsel: Stanford University’s New Framework for Hierarchical Reasoning
Author(s): Jesus Rodriguez Originally published on Towards AI. The model shows incredible performance across diverse tasks such as code evaluation or robotic task planning. I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning …
Recent Posts
