How AI is Used to Combat Social Engineering Attacks — Part 2
Author(s): John Adeojo Originally published on Towards AI. An Analysis of AI Approaches to Counteract URL Phishing Image by Author: Generated with Midjourney In the first part of this series, we briefly touched on the prevalence and costliness of social engineering attacks …
How AI is Used to Combat Social Engineering Attacks — Part 1
Author(s): John Adeojo Originally published on Towards AI. An Analysis of AI Approaches to Counteract URL Phishing Image by Author: Generated with Midjourney Social engineering attacks have emerged as the preferred form of a cyber attack by criminals aiming to gain access …
This AI newsletter is all you need #51
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie While the focus lately has been on language foundation models — we are also excited for AI to be used to discover new science …
Image Gradient — Sobel Operator
Author(s): Vijay Vignesh Originally published on Towards AI. Source: stlzoo.org In my previous blog post, we explored the fundamental concept of Gaussian Blurring. Today, we will delve into another essential concept in classical computer vision known as Image Gradient. Image Gradient is …
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 …
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 …
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 …
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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