5 Papers You Can't-Miss: Reinforcement Learning
Author(s): Ulrik Thyge Pedersen Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Image by Author with @MidJourney Reinforcement Learning (RL) is an important subfield in the area of machine learning that deals with …
5 Papers You Can't-Miss: Reinforcement Learning
Author(s): Ulrik Thyge Pedersen Originally published on Towards AI. Image by Author with @MidJourney Reinforcement Learning (RL) is an important subfield in the area of machine learning that deals with agent programs learning actions in an environment to minimize a loss function …
If You Want to Learn Statistics, Without Boring, Read This
Author(s): Gencay I. Originally published on Towards AI. Simplifying Statistics for Data Science, and Machine Learning with Python: An Engaging Guide for the Curious Mind Image by Author- Created in Canvas Do you find yourself overwhelmed by the complexities of Statistics as …
While Google and OpenAI Fight for the AI Bone, the Open Source Community Is Running Away with It
Author(s): Massimiliano Costacurta Originally published on Towards AI. “Hey, did you hear? they say Google and OpenAI don’t have a competitive advantage in LLM.”“Yeah, sure… who said it?”“Google.”“Wait a minute…” Photo by Kai Wenzel on Unsplash One week ago SemiAnalysis released a …
Uncovering the Dark Side of AI: Why Our Intelligent Systems Are More Vulnerable Than We Think
Author(s): Christian Kruschel Originally published on Towards AI. Artificial Intelligence (AI) has rapidly advanced in recent years and found extensive applications in many fields. These intelligent systems have remarkable capabilities to solve complex problems, improve efficiency, and achieve superior performance. However, they …
GPTs vs. Human Crowd in Real-World Text Labeling: Who Outperforms Who?
Author(s): Evgeniya Sukhodolskaya Originally published on Towards AI. Who outperforms text classification? We decided to find out. Photo by mohamed_hassan on Pixabay The IT business world has been abuzz with controversy related to Large Language Models (LLMs). One of the hot topics …
Must-Know Statistics Questions for Data Science Interviews
Author(s): Roli Trivedi Originally published on Towards AI. Photo by Marjhon Obsioma on Unsplash What is Inferential Statistics?Inferential Statistics make predictions and inferences about the population based on the sample of data taken from the population. There are two main use cases …
Diffusion Models vs. GANs vs. VAEs: Comparison of Deep Generative Models
Author(s): Ainur Gainetdinov Originally published on Towards AI. Diffusion Models vs. GANs vs. VAEs: Comparison of Deep Generative Models Deep generative models are applied to diverse domains such as image, audio, video synthesis, and natural language processing. With the rapid development of …
Text Analytics with ChatGPT
Author(s): Manfye Goh Originally published on Towards AI. Is the traditional NLP technique still relevant? Photo by Bermix Studio on Unsplash Text analytics, or text mining, has emerged as an essential technique for extracting valuable insights from vast amounts of unstructured textual …
How to Use Auto-GPT to Write and Fix Code for You
Author(s): François St-Amant Originally published on Towards AI. Forget about ChatGPT, Auto-GPT is already here Source: Image by Lukas on Unsplash ChatGPT arrived not so long ago, and already, Auto-GPT has been created. It already has 127k stars on Github…but what is …
How OpenAI Uses GPT-4 to Interpret Neurons in LLMs
Author(s): Jesus Rodriguez Originally published on Towards AI. A new interpretability method based on GPT-4 can derive explanations about specific neurons in LLMs. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a …
From Novice to Expert: A Comprehensive Step-by-Step Study Plan for Mastering LLMs
Author(s): Youssef Hosni Originally published on Towards AI. Table of Contents: Mastering Large Language Models (LLMs) is a compelling endeavor in the realm of Natural Language Processing (NLP). Whether you’re new to the field or have some experience, this article presents …
Things You Need To Know To Incorporate AI Into A Business
Author(s): Irina Nik Originally published on Towards AI. Technical insights and limitations, data privacy, safety tips, and more In this article, I’ll share my learnings from building AI prototypes and experimenting with OpenAI API. The article focuses primarily on Large Language Models …
HackAPrompt Competition: A Step Towards AI Safety
Author(s): Towards AI Editorial Team Originally published on Towards AI. By Learn Prompting and supported by Towards AI HackAPrompt is a prompt hacking competition aimed at enhancing AI safety & education by challenging participants to outsmart LLMs. The HackAPrompt competition is currently …
Geodesic Active Contours: The Key to Image Object Separation
Author(s): Abhijith S Babu Originally published on Towards AI. Recently I tried a photo editing app that adds custom backgrounds to my image. So I uploaded a photo of me standing in my home and applied a beach background so that the …
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