ChatGPT Guide: How I’d Learn Data Science if I Could Start Again
Author(s): Gencay I. Originally published on Towards AI. Navigating the Data Science Landscape with Insights from ChatGPT: Machine Learning, Data Visualization, and Web Scraping Techniques. Image by Author- Created in Canvas In the spring of 2017, I decided to start a career …
Unleash the Power of Multivariate Time Series Forecasting with Vector Autoregression (VAR) Models: a theoretical introduction
Author(s): David Andres Originally published on Towards AI. Photo by Veronica Reverse on Unsplash There are times when we need to forecast several variables at the same time. For these occasions, traditional methods such as ARIMA or Exponential Smoothing are not sufficient …
5 Game-Changing Free Tools to Enhance Your Data Science Portfolio
Author(s): Youssef Hosni Originally published on Towards AI. Table of Contents: Establishing an impressive data science portfolio is integral to showcasing your talents, attracting prospective employers or collaborators, and progressing your career in data science. Compelling projects are necessary, but using the …
This AI newsletter is all you need #48
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week in AI has witnessed significant announcements from OpenAI as well as increasing pressure on the company, including Sam Altman’s testimony in the …
A Quick Introduction to Machine Learning: Part-2 (Regression)
Author(s): Abhijith S Babu Originally published on Towards AI. In this article, we are going to see some of the supervised learning techniques. Before reading this article, read part-1 to have a basic idea about supervised learning. One of the commonly used …
Inside Guidance: Microsoft’s New Open Source Framework for Improving the Control in LLM Apps
Author(s): Jesus Rodriguez Originally published on Towards AI. Guidance provides a very simple yet comprehensive syntax for architecting complex LLM workflows. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning …
Building a Classification Model To Score 80+% Accuracy on the Spaceship Titanic Kaggle Dataset
Author(s): Devang Chavda Originally published on Towards AI. This article will walk you through detailed forward feature selection steps and model building from scratch, improving it further with fine-tuning. Photo by NASA on Unsplash Data pre-processing of spaceship-titanic kaggle dataset for achieving …
Ensemble Learning: Maximizing Predictive Power through Collective Intelligence
Author(s): David Andres Originally published on Towards AI. Photo by Cristina Marin on Unsplash Ensemble Learning is a powerful method used in Machine Learning to improve model performance by combining multiple individual models. These individual models, also known as “base models” or …
Reinforcement Learning in Autonomous Parking: An Exploration
Author(s): Pratush Pandita Originally published on Towards AI. Background The two most common machine learning models used are supervised and unsupervised learning. Supervised learning models, as their name implies, rely on labeled data. These classical models establish associations between input features and …
The AI Brillo Box: ‘End of Art’ Redefined in the Machine Learning Era
Author(s): Cezary Gesikowski Originally published on Towards AI. Probing Arthur Danto’s Aesthetics to Understand Art in the Age of Generative AI “Whatever art is, it is no longer something primarily to be looked at. Stared at, perhaps, but not primarily looked at…” …
Falcon-40B: A Fully OpenSourced Foundation LLM
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Each Contributor hereby grants Grants to You a perpetual, worldwide, non-exclusive, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such …
Docker in MLOps For Starters
Author(s): Sawon Originally published on Towards AI. Photo by Emiliano Vittoriosi on Unsplash Motivation I am writing this article to provide valuable information and guidance to individuals who are new to the field of MLOps and are looking to understand the concepts …
Meet PandaGPT: The New Instruction Following Model that can Both See and Hear.
Author(s): Jesus Rodriguez Originally published on Towards AI. The model is able to perform tasks across text, image/video, audio, depth (3D), thermal (infrared radiation), and inertial measurement units (IMU). Created Using Midjourney I recently started an AI-focused educational newsletter, that already has …
Tools and Techniques I Used for Cleanlab’s Data-centric AI Competition 2023
Author(s): Giorgos Papachristoudis Originally published on Towards AI. I had so much fun participating in Cleanlab’s Data-centric AI (DCAI) competition! You can read the competition announcement here. This event comprised two distinct contests: one focused on text and the other on images. …
Fine Tune GPT Models Using Lit-Parrot by Lightening-AI
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. BYOD Bring Your Own Data! and Let's Train on Your GPU Lit-Parrot is a hackable implementation of state-of-the-art open-source large language models: StabilityAI StableLMEleutherAI PythiaTogether RedPajama-INCITETII UAE Falcon Lit-Parrot has been …
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