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How to Fine-Tune DistilBERT for Emotion Classification

The customer support teams were drowning with the overwhelming volume of customer inquiries at every company I’ve worked at. Have you had similar experiences? What if I told you that you could use AI to automatically identify, categorize, and even resolve the most common issues? By fine-tuning a transformer model like BERT, you can build …

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RoboCat: A self-improving robotic agent

Research Published 20 June 2023 Authors The RoboCat team New foundation agent learns to operate different robotic arms, solves tasks from as few as 100 demonstrations, and improves from self-generated data. Robots are quickly becoming part of our everyday lives, but they’re often only programmed to perform specific tasks well. While harnessing recent advances in …

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Roadmap to Becoming a Data Scientist, Part 4: Advanced Machine Learning

ContentsIntroductionThe importance of learning evolution of methods in machine learning# 04. NLP# 05. Computer vision# 06. Other areasConclusionResources Introduction Data science is undoubtedly one of the most fascinating fields today. Following significant breakthroughs in machine learning about a decade ago, data science has surged in popularity within the tech community. Each year, we witness increasingly powerful tools …

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Exploring institutions for global AI governance

New white paper investigates models and functions of international institutions that could help manage opportunities and mitigate risks of advanced AI Growing awareness of the global impact of advanced artificial intelligence (AI) has inspired public discussions about the need for international governance structures to help manage opportunities and mitigate risks involved. Many discussions have drawn …

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How I Became A Machine Learning Engineer (No CS Degree, No Bootcamp)

Machine learning and AI are among the most popular topics nowadays, especially within the tech space. I am fortunate enough to work and develop with these technologies every day as a machine learning engineer! In this article, I will walk you through my journey to becoming a machine learning engineer, shedding some light and advice …

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Should Data Scientists Care About Quantum Computing?

I am sure the quantum hype has reached every person in tech (and outside it, most probably). With some over-the-top claims, like “some company has proved quantum supremacy,” “the quantum revolution is here,” or my favorite, “quantum computers are here, and it will make classical computers obsolete.” I am going to be honest with you; …

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AI Cognitive Health Prediction

In 1906, Dr. Alois Alzheimer peered through a microscope and spotted something unusual: clumps and tangles in a patient’s brain tissue. This groundbreaking observation marked the first identification of what we now know as Alzheimer’s disease. Fast forward to today, and we’re not just looking through microscopes anymore. We’re using artificial intelligence to peer into …

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