YouTube Videos - 2021

In this video, I show you how to: - easily download SEC filings with a bespoke AWS SDK, - process and break down filings into individual text sections…

In this video, I start from an Amazon research paper and its companion dataset for detection of counterfactual text.

In this video, I demo SageMaker Studio Lab, a managed Jupyter notebook service running on AWS.

At long last, Amazon SageMaker supports serverless endpoints. In this video, I demo this newly launched capability, named Serverless Inference.

In this video, I demo the newly launched Amazon SageMaker Canvas, "a visual, no-code interface to build accurate machine learning models”.

In this new video, I demo the newly launched Amazon SageMaker Training Compiler, a feature of SageMaker that can accelerate the training of deep learning…

This video is the third in a series of three, where I focus on training a Vision Transformer model with Amazon SageMaker and the Hugging Face Deep…

This video is the second in a series of three, where I focus on training a Vision Transformer model with Amazon SageMaker and the Hugging Face Deep…

This video is the first in a series of three, where I focus on training a Vision Transformer model on Amazon SageMaker.

In this video, I use AutoNLP, an AutoML product designed by Hugging Face, to fine-tune a model on the Reuters news dataset in order to summarize…

In this video, I show you how to manage models and datasets in your own Hugging Face organization: - Creating your organization - Creating private…

Transformer models are great. Still, they're large models, and prediction latency can be a problem.

In this video, I start from a pre-trained model and a dataset hosted on the Hugging Face hub.

Broadcasted on 22/10/2021. Join us for more episodes at https://pages.awscloud.com/SageMakerFridays ⭐️⭐️⭐️ Don't forget to subscribe to be notified of…

Broadcasted on 15/10/2021. Join us for more episodes at https://pages.awscloud.com/SageMakerFridays ⭐️⭐️⭐️ Don't forget to subscribe to be notified of…

In this video, I use AutoNLP, an AutoML product designed by Hugging Face, to train a model that classifies song lyrics according to their genre.

Broadcasted on 08/10/2021. Join us for more episodes at https://pages.awscloud.com/SageMakerFridays ⭐️⭐️⭐️ Don't forget to subscribe to be notified of…

In part 1 ( https://youtu.be/s-6V6HlwX98), I used AutoNLP, an AutoML product designed by Hugging Face to train a sentiment analysis model.

In this video, I start from a movie review dataset and build sentiment analysis models with AutoNLP, an AutoML product designed by Hugging Face.

Broadcasted on 01/10/2021. Join us for more episodes at https://pages.awscloud.com/SageMakerFridays ⭐️⭐️⭐️ Don't forget to subscribe to be notified of…

Broadcasted on 24/09/2021. Join us for more episodes at https://pages.awscloud.com/SageMakerFridays ⭐️⭐️⭐️ Don't forget to subscribe to be notified of…

Broadcasted on 17/09/2021. Join us for more episodes at https://pages.awscloud.com/SageMakerFridays ⭐️⭐️⭐️ Don't forget to subscribe to be notified of…

Broadcasted on 10/09/2021. Join us for more episodes at https://pages.awscloud.com/SageMakerFridays ⭐️⭐️⭐️ Don't forget to subscribe to be notified of…

Broadcasted on 03/09/2021. Join us for more episodes at https://pages.awscloud.com/SageMakerFridays ⭐️⭐️⭐️ Don't forget to subscribe to be notified of…

Broadcasted on 27/08/2021. Join us for more episodes at https://pages.awscloud.com/SageMakerFridays ⭐️⭐️⭐️ Don't forget to subscribe to be notified of…

Broadcasted on 20/08/2021. Join us for more episodes at https://pages.awscloud.com/SageMakerFridays ⭐️⭐️⭐️ Don't forget to subscribe to be notified of…

Broadcasted on 13/08/2021. Join us for more episodes at https://pages.awscloud.com/SageMakerFridays ⭐️⭐️⭐️ Don't forget to subscribe to be notified of…

Broadcasted on 06/08/2021. Join us for more episodes at https://pages.awscloud.com/SageMakerFridays ⭐️⭐️⭐️ Don't forget to subscribe to be notified of…

Broadcasted live on 14/05/2021. Join us for more episodes at https://amazonsagemakerfridays.splashthat.com/ ⭐️⭐️⭐️ Don't forget to subscribe to be…

Broadcasted live on 28/05/2021. More information on ML Fridays at https://pages.awscloud.com/ml-fridays.html ⭐️⭐️⭐️ Don't forget to subscribe to be…

Broadcasted live on 14/05/2021. Join us for more episodes at https://amazonsagemakerfridays.splashthat.com/ ⭐️⭐️⭐️ Don't forget to subscribe to be…

Broadcasted live on 30/04/2021. Join us for more episodes at https://amazonsagemakerfridays.splashthat.com/ ⭐️⭐️⭐️ Don't forget to subscribe to be…

In this video, I show you how to use Savings Plans for SageMaker, a new cost optimization capability that helps you save up to 64% on your SageMaker…

Broadcasted live on 16/04/2021. Join us for more episodes at https://amazonsagemakerfridays.splashthat.com/ ⭐️⭐️⭐️ Don't forget to subscribe to be…

Keynote session at MSTC 2021, on the challenges of building predictive maintenance applications, and on how Amazon Monitron and Amazon Lookout for…

Broadcasted live on 02/04/2021. Join us for more episodes at https://amazonsagemakerfridays.splashthat.com/ ⭐️⭐️⭐️ Don't forget to subscribe to be…

In this video, I show you how to fine-tune an Hugging Face model on Amazon SageMaker, and how to predict with the model on your local machine.

Broadcasted live on 19/03/2021. Join us for more episodes at https://amazonsagemakerfridays.splashthat.com/ ⭐️⭐️⭐️ Don't forget to subscribe to be…

Broadcasted live on 05/03/2021. Join us for more episodes at https://amazonsagemakerfridays.splashthat.com/ ⭐️⭐️⭐️ Don't forget to subscribe to be…

Broadcasted live on 26/02/2021. Join us for more episodes at https://amazonsagemakerfridays.splashthat.com/ ⭐️⭐️⭐️ Don't forget to subscribe to be…

Session from AWS Innovate AI & Machine Learning EMEA: https://aws.amazon.com/events/aws-innovate/machine-learning/online/emea/ As a data scientist, you…

Session from AWS Innovate AI & Machine Learning EMEA: https://aws.amazon.com/events/aws-innovate/machine-learning/online/emea/ In this session, Julien…

Session from AWS Innovate AI & Machine Learning EMEA: https://aws.amazon.com/events/aws-innovate/machine-learning/online/emea/ As ML models are built by…

In this video, you'll learn how deploy a web-based application for virtual proctoring, implementing face recognition and object detection with Amazon…

In this video, you'll learn how to install Jupyter on an Amazon Lightsail virtual server. Super simple, and pricing starts at $3.5 per month.