YouTube Videos - 2020

In this video, I show how you to use the new model parallelism capability in Amazon SageMaker, and how to adapt your TensorFlow code for it.

In this video, I show how you to use the new data parallelism capability in Amazon SageMaker, and how to adapt your TensorFlow code for it.

In this video, I show how you to compute bias metrics on your datasets, using the amazon-sagemaker-clarify open source package.

In this video, I show how you to use the new model profiling capability in Amazon SageMaker Debugger.

Following up on part 1 ( https://youtu.be/dyhKBax4Bxw), I show how you to deploy state of the art natural language processing and computer vision models…

In this video, I show how you to deploy end to end ML solutions in one click, and how you can use to accelerate your own ML projects.

Following up on part 1 ( https://youtu.be/jvcPZmnXaxo), I show how you to use the model explainability capability in Amazon SageMaker Clarify, using SHAP…

In this video, I show how you to use the bias detection capability in Amazon SageMaker Clarify, using bias metrics computed on a credit dataset, and on a…

In this video, I compare two AWS services for data preparation: AWS Glue Data Brew and Amazon SageMaker Data Wrangler.

In this video, I give you a quick tour of Amazon Monitron, an end-to-end system that uses machine learning to detect abnormal behavior in industrial…

Following up on https://youtu.be/Hvz2GGU3Z8g, I show you how to train and deploy automatically different versions of your machine learning models using…

In this video, I give you a quick tour of Amazon SageMaker Pipelines, a new capability to build and execute fully automated end to end machine workflows.

In this video, I give you a quick tour of Amazon SageMaker Feature Store, a new capability to store your machine learning features for model training and…

In this video, I give you a quick tour of Amazon SageMaker Data Wrangler, a new capability to prepare data for machine learning.

In this episode, I go through our November announcements on all AI/ML services.

Broadcasted live on 13/11/2020. Join us for more episodes at https://amazonsagemakerfridays.splashthat.com/ ⭐️⭐️⭐️ Don't forget to subscribe to be…

The talk from Devoxx Ukraine 2020 ONLINE Fb: https://www.facebook.com/DevoxxUkraine/ Website: https://www.devoxx.com.ua Over the years, cloud computing…

Broadcasted live on 06/11/2020. Join us for more episodes at https://amazonsagemakerfridays.splashthat.com/ ⭐️⭐️⭐️ Don't forget to subscribe to be…

Broadcasted live on 30/10/2020. Join us for more episodes at https://amazonsagemakerfridays.splashthat.com/ ⭐️⭐️⭐️ Don't forget to subscribe to be…

Devoxx Ukraine 2020 Day 2 Track 3 — a video by Julien Simon on AI, ML, and small language models.

Broadcasted live on 23/10/2020. Join us for more episodes at https://amazonsagemakerfridays.splashthat.com/ ⭐️⭐️⭐️ Don't forget to subscribe to be…

Broadcasted live on 16/10/2020. Join us for more episodes at https://amazonsagemakerfridays.splashthat.com/ ⭐️⭐️⭐️ Don't forget to subscribe to be…

Webinar organized by Data Science UA, 8/10/2020 https://data-science-ua.com/events/simplifying-dataset-preparation-with-amazon-sagemaker-processing-online…

Broadcasted live on 9/10/2020. Join us for more episodes at https://amazonsagemakerfridays.splashthat.com/ ⭐️⭐️⭐️ Don't forget to subscribe to be…

Talk at AI Hardware Summit 2020 https://aihardwaresummit.com/events/ai-hardware-summit-2020 ⭐️⭐️⭐️ Don't forget to subscribe to be notified of future…

"Learn Amazon SageMaker" (August 2020) Please share https://www.linkedin.com/feed/update/urn:li:activity:6709073299072180224/ and…

Details at https://aws.amazon.com/blogs/aws/new-label-videos-with-amazon-sagemaker-ground-truth ⭐️⭐️⭐️ Don't forget to subscribe to be notified of future…

Talk @ AWS Africa Virtual Day, 9/7/2020. An up to date overview of all SageMaker capabilities, with an end to end demo: building a classifier with…

In this episode, I go through our latest announcements on Amazon Polly, Amazon Rekognition, Amazon Lex, Amazon Personalize, and Amazon SageMaker Ground…

Details at https://aws.amazon.com/blogs/aws/new-label-3d-point-clouds-with-amazon-sagemaker-ground-truth/ ⭐️⭐️⭐️ Don't forget to subscribe to be notified…

Details at https://aws.amazon.com/blogs/aws/new-label-3d-point-clouds-with-amazon-sagemaker-ground-truth/ ⭐️⭐️⭐️ Don't forget to subscribe to be notified…

In this video, I show you how to share SageMaker Studio notebooks with other people in your organization.

In this episode, I go through our latest announcements on Amazon Forecast, Amazon Code Guru, Amazon Transcribe, and the AWS Deep Learning Containers.

In this episode, I go through our latest announcements on Amazon Augmented AI, Amazon SageMaker Studio, Amazon Sagemaker, and PyTorch.

In this episode, I go through our latest announcements on AWS Textract, Amazon Polly.

In this episode, I go through our latest announcements on AWS DeepComposer, Amazon Transcribe Medical, and Amazon Personalize.

In this code-only session, we'll explore advanced features of Amazon SageMaker that will help you boost your productivity, as well as the quality of your…

Traditional machine learning development is a complex, expensive, iterative process made even harder because there are no integrated tools for the entire…

In this session, we'll show you how to build high performance models. First, we'll show you how Automatic Model Tuning eliminates the need to manually…

In this session, we’ll explain how Deep Learning differs from traditional Machine Learning and how it can help you solve complex problems such as…

In this episode, I go through our latest announcements on Amazon Forecast, Amazon Personalize, Amazon SageMaker Ground Truth, AWS Deep Learning AMIs, and…

In this episode, I focus on Amazon Kendra, an enterprise search service powered by machine learning...

In this video, I show you how to deploy an Amazon SageMaker model on AWS Fargate, our fully managed container service.

In this episode, I go through our latest announcements on Amazon Transcribe, Amazon Rekognition, Amazon Forecast and the Deep Learning Containers.

Traditional machine learning (ML) development is a complex, expensive, iterative process made even harder because there are no integrated tools for the…

In this video, I show you how to train on your local machine using SageMaker APIs.

In this episode, I talk about XGBoost 1.0, a major milestone for this very popular algorithm.

In this episode, I cover new features on Amazon Personalize (recommendation & personalization), Amazon Polly (text to speech), and Apache MXNet (Deep…

In this video, I first train an XGBoost model on my local machine (I use PyCharm), and visualize results in the mlflow UI.

In this episode, I have a chat with Leo Souquet, a Data Scientist and the co-founder of the Data Science Tech Institute (…

⭐️⭐️⭐️ Don't forget to subscribe to be notified of future episodes ⭐️⭐️⭐️ - Notebook…

In this episode, I have a chat with Ségolène Dessertine-Panhard, a Data Scientist with the AWS Machine Learning Solutions Lab (…

In this video, we walk through an end to end demo where we first build an image classification model using Keras.

In this episode, I have a chat with Francesco Pochetti, a Data Scientist who worked on Amazon Kindle for 4 years. He's also an AWS Machine Learning Hero.

In this video, we walk through an end to end demo where we first build a binary classification model automatically with Amazon SageMaker AutoPilot.

In this episode, I have a chat with Cosmin Catalin Sanda, a Data Science Engineer for AudienceProject ( https://www.audienceproject.com).

In this video, I show you how to run Facebook's state of the art Detectron2 model on an Amazon EC2 instance with the Deep Learning AMI.

In this episode, I talk about a couple of recent features, share some extra resources, and point you to a pretty cool computer vision demo.

In this video, Pavlos Mitsoulis-Ntompos, a Data Scientist for the Expedia Group and an AWS Machine Learning Hero, demos his open source project Sagify…

In this whiteboard video, I walk you through three model deployment scenarios on Amazon SageMaker: - One model per endpoint, - Several model variants per…

In this episode, I have a chat with Pavlos Mitsoulis-Ntompos, a Data Scientist for the Expedia Group and an AWS Machine Learning Hero.

Talk @ FWDays Highload, Kyiv, October 2019. Deep Learning AMI, Deep Learning Containers, AWS Container Services, Amazon SageMaker ⭐️⭐️⭐️ Don't forget to…

Talk @ O'Reilly AI, London, October 2018 Amazon SageMaker is a fully managed platform that enables developers and data scientists to quickly and easily…

Talk @ O'Reilly AI, London, October 2019. ⭐️⭐️⭐️ Don't forget to subscribe and to enable notifications ⭐️⭐️⭐️ Many natural language processing (NLP)…