NumPy Guide: Super Simple Way to Learn it in 10 Minutes
Author(s): Gencay I. Originally published on Towards AI. Demystifying NumPy: Master the Basics of Pythonβs Powerful Array Library in 10 Minutes Created in LeonardoAi Hereβs why you should learn NumPy: itβs a crucial library for data science and numerical computing in Python. …
Donβt Overcomplicate Data Science Projects! Do these instead!
Author(s): Gencay I. Originally published on Towards AI. Simplifying Data Science Projects: A Strategic Approaches from Python to other tools Created in LeonardoAi Isnβt it time you stopped overcomplicating your data science projects? Many individuals and teams fall into the trap of …
Boost Your Fine-Tuning Performance with TPGM
Author(s): Denny Loevlie Originally published on Towards AI. Unveiling an Optimization Technique Without the Need for Extra Hyper-Parameters! Image generated by author Background At the recent CVPR 2023 conference in Vancouver, I had the privilege of exploring cutting-edge research in the field …
LLMs, Productization, Teaching AI, Getting into the Field, and moreβ¦
Author(s): Louis Bouchard Originally published on Towards AI. An Interview with Jay Alammar on The Whatβs AI Podcast Iβm excited to share an insightful interview that explores the captivating realm of machine learning and large language models (LLMs). In this 16th episode …
Paint, Pixels, and Plagiarism: The Rise of Generative AI and the Uncertain Future of Art
Author(s): Simba SHI Originally published on Towards AI. Pooping rainbows. This, according to Emad Mostaque β founder of Stable Diffusion and a leader in the AI art revolution β is the ultimate goal of artistic generative AI: to invigorate creativity among laypeople …
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 βThe purpose of art is washing the dust of daily life off our souls.ββ 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 Νanalysis is a crucial technique for understanding and predicting data points that are ordered chronologically. ΝIt finds applications …
From ChatGPT to Pi, and Iβm Going to Tell You Why!
Author(s): Caro Valles Originally published on Towards AI. Since I started using ChatGPT U+1F916 in February, when my UX/UI design journey began, Iβve been calling ChatGPT my BFF. Not to get emotional, but it has been such a big part of my …
Harness the Power of Vector Databases: Influencing Language Models with Personalized Information.
Author(s): Pere Martra Originally published on Towards AI. Supercharge your language models with Vector Databases! Personalize prompts using your own data to shape the behavior of these powerful models, giving context to them. Integrate personal information for a tailored language generation experience. …
Boost Your Job Search With NLP
Author(s): Gabriele Albini Originally published on Towards AI. Presenting a web app with semantic search functionalities based on pre-trained sBERT, and a Plotly Dash interface U+007C Live app U+007C Git Hub Introduction In the most common job platforms, search functionalities consist of …
Train and Deploy Custom Object Detection Models Without a Single Line Of Code.
Author(s): Peter van Lunteren Originally published on Towards AI. Images taken from the ENA24-detection dataset, licensed under the Community Data License Agreement (permissive, v1.0). Labels by author. Let AI process your imagery through an open-source graphical user interface. Table of contents Introduction …
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 tooβ¦ 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 …
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 …
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