Seasonality in Time Series Forecasting with Facebook Prophet
Author(s): David Andres Originally published on Towards AI. Photo by Nattu Adnan on Unsplash In the previous part of our Facebook Prophet series, we covered how to model the trend component and adjust the changepoints and regularization to improve forecasting accuracy. In …
17 Pandas Trick I wish I knew Before(As a Data Scientist)
Author(s): Gencay I. Originally published on Towards AI. Mastering Python’s Pandas: Unlock Seventeen Essential Tricks to Supercharge Your Data Science Journey Image generated with LeonardoAI Are you finding yourself drowning in an ocean of data? Are complex datasets a riddle you can’t …
How to Move Your Data Science Project to Production
Author(s): Angelica Lo Duca Originally published on Towards AI. A tutorial on using GitLab to make your data science project production-ready Photo by Arshad Pooloo on Unsplash If you are a data scientist, you know that the real challenge isn’t building a …
10 Biggest Mistakes in Machine Learning and How to Avoid Them
Author(s): Nick Minaie, PhD Originally published on Towards AI. Your Guide to Becoming a Better Data Scientist Machine learning has revolutionized various industries by enabling computers to learn from data and make intelligent decisions. However, in the journey of building machine learning …
Leading in the Generative AI Era
Author(s): Jair Ribeiro Originally published on Towards AI. A Reflection on the Symbiosis of Human and Machine Image created by the author, using Stable Diffusion. The advent of artificial intelligence (AI) brings us to an inflection point in our global society. With …
Computer Vision and Its Application in Facial Recognition and Object Classification.
Author(s): Raman Rounak Originally published on Towards AI. Author: Rounak Raman Introduction: Vision is the most crucial sense in the human body, allowing us to see, assess, and analyze the environment around us. The majority of information in the world is obtained …
Machine Learning: The First Step is to Understand Simple Linear Regression
Author(s): Dede Kurniawan Originally published on Towards AI. Mastering Simple Linear Regression in Python without a Lot of Math Photo by Andrea Piacquadio on Pexels In the machine learning universe, who doesn’t know about linear regression? Of course, everyone knows about it. …
Under the hood
Author(s): Stephen Bonifacio Originally published on Towards AI. Creating a (mostly) Autonomous HR Assistant with ChatGPT and LangChain’s Agents and Tools OpenAI recently released a paper comparing two training methods aimed at improving the reliability of Large Language Models (LLM): model training …
Navigating the Organizational Transformation in the Era of AI
Author(s): Cezary Gesikowski Originally published on Towards AI. Learning from Aquatic Life: Preparing for an AI-Powered Future image by the author via Midjourney + Photoshop Beta GenAI I’ve worked in what’s called transformation (at the moment) for as long as I can …
Unlimiformer: Long-Range Transformers with Unlimited Length Input
Author(s): Reza Yazdanfar Originally published on Towards AI. Now it’s possible to have deep learning models with no limitation for the input size. unsplash Attention-based transformers have revolutionized the AI industry since 2017. Since then, we have seen significant progress in all …
Introduction to Computer Vision
Author(s): Vijay Vignesh Originally published on Towards AI. Source: Titima Ongkantong/Shutterstock Computer vision (CV) is a field of computer science that focuses on enabling computers to understand and interpret visual data from images or video. It basically tries to replicate human vision …
This AI newsletter is all you need #50
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie The open-source movement continues at pace this week with Falcon, a new family of state-of-the-art language models, ascending to the top of Hugging Face’s …
Maximizing Your Model Potential: Custom Dataset vs. Cross-Validation
Author(s): Jan Marcel Kezmann Originally published on Towards AI. Achieving Peak Performance: Mastering Control and Generalization Source: Image created by Jan Marcel Kezmann Today, we’re going to explore a crucial decision that researchers and practitioners face when training machine and deep learning …
Meet Falcon LLM: The New Foundation Model that Quickly Top the Open LLM Leaderboard
Author(s): Jesus Rodriguez Originally published on Towards AI. The model has become one of the most interesting open-source foundation models in the space. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a …
Making Models Smart: GPT-4 and Scikit-Learn
Author(s): Ulrik Thyge Pedersen Originally published on Towards AI. An Introduction to the seamless integration of ChatGPT-4 with Scitkit-Learn Image by Author with @MidJourney ChatGPT has allowed for convenient and efficient approaches to constructing text classification models. Scikit-learn is the conventional library …
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