Beyond Trial and Error: How Neural Networks Elevate Deep Reinforcement Learning.
Author(s): Kapardhi kannekanti Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. At the foundation of this lies in the Multi-Arm Bandit Problem, a classic dilemma in Probability Theory and Machine Learning. The fundamental …
How I Used AI To Analyze Any Public Company Instantly!
Author(s): Mukundan Sankar Originally published on Towards AI. Discover how I leveraged AI to automate SWOT analysis and explored key insights without lifting a finger. This member-only story is on us. Upgrade to access all of Medium. Photo by Jakub Ε»erdzicki on …
AI Governance Best Practices: A Framework for Data Leaders
Author(s): David Sweenor Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Colorado State Capital β Photo by Author David E. Sweenor The debate over the role of AI governance in business success is …
OpenAI Unveils βSwarmβ β A New Era of AI Multi-Agent Collaboration
Author(s): Gabe Araujo, M.Sc. Originally published on Towards AI. OpenAIβs experimental framework, Swarm, has revived discussions about the societal impacts of AI-driven automation. This member-only story is on us. Upgrade to access all of Medium. Today, OpenAI has announced Swarm, an innovative …
TAI #121: Is This the Beginning of AI Starting To Sweep the Nobel Prizes?
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, our attention was on the Nobel prizes, where two prizes were awarded explicitly for AI research for the first time. The Physics …
Inside OpenAIβs MLE-Bench: A New Benchmark for Evaluating Machine Learning Engineering Capabilities of AI Agents
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using Ideogram I recently started an AI-focused educational newsletter, that already has over 170,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
NVIDIAβs Blackwell AI GPUs Get Sold Out for a Year
Author(s): Get The Gist Originally published on Towards AI. Welcome to Get The Gist, where every weekday we share an easy-to-read summary of the latest and greatest developments in AI β news, innovations, and trends β all delivered in under 5 minutes! …
8 Top Open-Source Large Language Models for 2024 and Their Game-Changing Uses
Author(s): Souradip Pal Originally published on Towards AI. You should keep an eye on them (as your job might be in danger) This member-only story is on us. Upgrade to access all of Medium. The AI revolution is in full swing, and …
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 youβre 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 youβre applying for your dream job and want a perfectly tailored resume to catch the recruiterβs 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. Itβs 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 …
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