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Tag: hyperparameter tuning

Top 9 Fine-tuning Interview Questions and Answers

Introduction As someone deeply immersed in the world of artificial intelligence, I’ve seen firsthand how fine-tuning revolutionizes pre-trained large language models (LLMs). Bridging the gap...

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10 GitHub Repositories to Master MLOps – KDnuggets

Image by Author  It is becoming more important to master MLOps (Machine Learning Operations) for those who want to effectively deploy, monitor, and maintain...

7 GPTs to Help Improve Your Data Science Workflow – KDnuggets

Image by Editor  ChatGPT has become the OpenAI product that changes how the world works. Many of the readers here are already using them...

Streamline Your Machine Learning Workflow with Scikit-learn Pipelines – KDnuggets

Image by Author  Using Scikit-learn pipelines can simplify your preprocessing and modeling steps, reduce code complexity, ensure consistency in data preprocessing, help with hyperparameter...

Building a Deep Learning-based Food Quality Detector

IntroductionIn today’s fast-paced world of local food delivery, ensuring customer satisfaction is key for companies. Major players like Zomato and Swiggy dominate this industry....

How Booking.com modernized its ML experimentation framework with Amazon SageMaker | Amazon Web Services

This post is co-written with Kostia Kofman and Jenny Tokar from Booking.com. As a global leader in...

The Only Free Course You Need To Become a Professional Data Engineer – KDnuggets

Image by Author  There are many courses and resources available on machine learning and data science, but very few on data engineering. This raises...

7 Steps to Landing Your First Data Science Job – KDnuggets

Image by Author  Are you looking to switch to a data science career? If so, chances are you’ve already signed up for an online...

Reduce inference time for BERT models using neural architecture search and SageMaker Automated Model Tuning | Amazon Web Services

In this post, we demonstrate how to use neural architecture search (NAS) based structural pruning to compress a fine-tuned BERT model to improve model...

Supercharge Your AI with HuggingGPT

Introduction Artificial Intelligence (AI) has revolutionized various industries, enabling machines to perform complex tasks that were once considered exclusive to human intelligence. One of the...

Modernizing data science lifecycle management with AWS and Wipro | Amazon Web Services

This post was written in collaboration with Bhajandeep Singh and Ajay Vishwakarma from Wipro’s AWS AI/ML Practice. ...

How to Utilize Lightning AI Studio for Free: A Guide by KDnuggets

How to Utilize Lightning AI Studio for Free: A Guide by KDnuggets Artificial Intelligence (AI) has become an integral part of various industries, revolutionizing the...

What is MobileNetV2? Features, Architecture, Application and More

Introduction When it comes to image classification, the nimble models capable of efficiently processing images without compromising accuracy are essential. MobileNetV2 has emerged as a...

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