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Deploy a Hugging Face (PyAnnote) speaker diarization model on Amazon SageMaker as an asynchronous endpoint | Amazon Web Services

Speaker diarization, an essential process in audio analysis, segments an audio file based on speaker identity. This post delves into integrating Hugging Face’s PyAnnote...

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Best Online Microsoft Azure Certification

Introduction Looking to boost your career in cloud computing? Microsoft Azure certifications are the way to go! In today’s digital era, businesses are rapidly adopting...

Explore data with ease: Use SQL and Text-to-SQL in Amazon SageMaker Studio JupyterLab notebooks | Amazon Web Services

Amazon SageMaker Studio provides a fully managed solution for data scientists to interactively build, train, and deploy machine learning (ML) models. In the process...

Utilizing Pandas AI for Data Analysis – KDnuggets

Are you proficient in the data field using Python? If so, I bet most of you use Pandas for data manipulation. If you don’t know,...

Understanding Overfitting in ConvNets

Introduction Overfitting in ConvNets is a challenge in deep learning and neural networks, where a model learns too much from training data, leading to poor...

ColBERT – Improve Retrieval Performance with Token Level Vector Embeddings

Introduction Retrieval Augmented-Generation (RAG) has taken the world by Storm ever since its inception. RAG is what is necessary for the Large Language Models (LLMs)...

Cost-effective document classification using the Amazon Titan Multimodal Embeddings Model | Amazon Web Services

Organizations across industries want to categorize and extract insights from high volumes of documents of different formats. Manually processing these documents to classify and...

Exploring the OpenAI API with Python – KDnuggets

Image generated with Ideogram.ai  Who hasn’t heard about OpenAI? The AI research laboratory has changed the world because of its famous product, ChatGPT. It literally...

Mistral 7B-V0.2: Fine-Tuning Mistral’s New Open-Source LLM with Hugging Face – KDnuggets

Image by Author  Mistral AI, one of the world’s leading AI research companies, has recently released the base model for Mistral 7B v0.2.  This open-source...

Deploying Machine Learning Model Using Flask on AWS with Gunicorn and Nginx

Introduction In the previous article, We went through the process of building a machine-learning model for sentiment analysis that was encapsulated in a Flask application....

Automate large-scale data validation using Amazon EMR and Apache Griffin | Amazon Web Services

Many enterprises are migrating their on-premises data stores to the AWS Cloud. During data migration, a key requirement is to validate all the data...

Distribute and Run LLMs with llamafile in 5 Simple Steps – KDnuggets

Image by Author  For many of us, exploring the possibilities of LLMs has felt out of reach. Whether it's downloading complicated software, figuring out...

Germany Officially Legalizes Marijuana (Kind of) – The Cannabis Business Directory

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