How Transformers Revolutionized Large Language Models: A Story of Attention and Efficiency
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. The world of artificial intelligence (AI) has made remarkable strides in recent years, particularly in understanding human language. At the heart of …
Understanding Bias and Variance: Navigating Machine Learning Model Complexity
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine you’re preparing to build a model that can predict the future, maybe something like guessing the weather for tomorrow. Sounds easy, …
Data Scrubbing: How Cleaning Your Data Can Shape Better Machine Learning Models
Author(s): Souradip Pal Originally published on Towards AI. Discover the importance of data scrubbing, how it refines datasets, and the techniques to prepare data for machine learning, including feature selection, row compression, and one-hot encoding. This member-only story is on us. Upgrade …
Create a Smart Resume Builder with Python and GPT-4: Step-by-Step Tutorial
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Image generated by Dall-E Imagine you’re applying for your dream job and want a perfectly tailored resume to catch the recruiter’s eye. …
Hit Pause on AI: Time to Refresh the Basics
Author(s): Elangoraj Thiruppandiaraj Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Artificial Intelligence (AI) has quickly evolved from a buzzword to an important component in almost all industries today. It’s easy to get …
Polars Just Got Even Faster
Author(s): Lazar Gugleta Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Recently, I wrote about Polars vs Pandas and their advantages in the current Data Science industry, but a few days ago, we …
Linear Function Approximation in Reinforcement Learning
Author(s): Shivam Mohan Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. In reinforcement learning (RL), a key challenge is estimating the value function, which predicts future rewards based on the current state. In …
Affirmative Action Is Dead — Is AI the Next Battleground for Equity?
Author(s): Myra Roldan Originally published on Towards AI. Affirmative Action Is Dead — Is AI the Next Battleground for Equity? Photo by Christina @ wocintechchat.com on Unsplash This week I attended a session delivered by Jennifer Brown, a global DEI thought leader. …
Why LLM Patterns Are the Key to Enterprise Success — And Why Ignoring Them is a Mistake
Author(s): David Sweenor Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. In nature, patterns are everywhere — you just have to look. Photo by author David E. Sweenor As the generative AI aura …
Random Generative AI Art for Endless Creativity
Author(s): Nicolas MARTIN Originally published on Towards AI. One of the greatest features of many Artificial Intelligence algorithms is its randomness. This randomness gives a more natural approach to answering different needs and can be applied to a new layer: creating random …
#44 Why is Model Distillation the Hottest Trend in AI Right Now?
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week we discuss the hottest trend in AI: Model Distillation, along with some interesting articles on RAG, Llama 3.2, and Bayesian methods. What’s AI Weekly This week, …
Think You’re a Deep Learning Expert? Answer These 5 Questions to Find Out
Author(s): Joseph Robinson, Ph.D. Originally published on Towards AI. Review the fundamentals, sharpen your skills, and ace that interview with this machine-learning pop quiz!Header created by the author using Canva. This member-only story is on us. Upgrade to access all of Medium. …
Steal My AI-based Chatbot for Diagnosing Pet Health!
Author(s): Mukundan Sankar Originally published on Towards AI. How to get empowered about your pet’s health before your next Vet visit! This member-only story is on us. Upgrade to access all of Medium. Image showing Before using AI Chatbot for Pet Health …
How I Mastered Visualizing Multi-Dimensional Tensors with a Surprising Real-Life Analogy
Author(s): Aamir Mushir Khan Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Nine years ago, as I began my journey into the world of scientific computing and machine learning, I stumbled upon a …
TAI #120; OpenAI DevDay in Focus!
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie OpenAI’s 2024 DevDay event came amidst a backdrop of significant changes within the company, including executive departures and new fundraising efforts. Despite the turbulence, …
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