AWS Machine Learning Blog

NOVEMBER 22, 2023

Now all you need is some guidance on generative AI and machine learning (ML) sessions to attend at this twelfth edition of re:Invent. And although generative AI has appeared in previous events, this year we’re taking it to the next level. Visit the session catalog to learn about all our generative AI and ML sessions.

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Towards AI

FEBRUARY 10, 2023

Last Updated on February 13, 2023 by Editorial Team Author(s): Samuel Van Ackere Originally published on Towards AI. The potential of using incremental machine learning becomes more and more apparent when working on fast-moving Linked Data Event Streams (LDES). But first things first, what is incremental or online machine learning?

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The MLOps Blog

JUNE 27, 2023

As you delve into the landscape of MLOps in 2023, you will find a plethora of tools and platforms that have gained traction and are shaping the way models are developed, deployed, and monitored. Open-source tools have gained significant traction due to their flexibility, community support, and adaptability to various workflows.

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ODSC - Open Data Science

FEBRUARY 10, 2023

Faster Training and Inference Using the Azure Container for PyTorch in Azure ML If you’ve ever wished that you could speed up the training of a large PyTorch model, then this post is for you. In this post, we’ll cover the basics of this new environment, and we’ll show you how you can use it within your Azure ML project.

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AWS Machine Learning Blog

SEPTEMBER 19, 2023

Amazon SageMaker Feature Store provides an end-to-end solution to automate feature engineering for machine learning (ML). For many ML use cases, raw data like log files, sensor readings, or transaction records need to be transformed into meaningful features that are optimized for model training. SageMaker Studio set up.

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Google Research AI blog

APRIL 7, 2023

As part of Google's Crisis Response and our efforts to address the climate crisis , we are using machine learning (ML) models for Flood Forecasting to alert people in areas that are impacted before disaster strikes. Frederik Kratzert (Research Scientist at Google) provided an overview of the Caravan project (below).

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AWS Machine Learning Blog

APRIL 23, 2024

We are excited to announce two new capabilities in Amazon SageMaker Studio that will accelerate iterative development for machine learning (ML) practitioners: Local Mode and Docker support. ML model development often involves slow iteration cycles as developers switch between coding, training, and deployment.

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ODSC - Open Data Science

AUGUST 18, 2023

With ODSC APAC 2023 just around the corner on August 22nd and 23rd, we couldn’t be more excited to announce our keynote speakers, Eve Psalti, Alison Cossette, and Radhakrishnan G (Krish). The use of auto-training methods to respond to a quick buildup of events. Join us at ODSC APAC next week to hear from them and gain new insights.

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Google Research AI blog

APRIL 23, 2023

Posted by Malaya Jules, Program Manager, Google This week, the Conference on Human Factors in Computing Systems (CHI 2023) is being held in Hamburg, Germany. We are proud to be a Hero Sponsor of CHI 2023, a premier conference on human-computer interaction, where Google researchers contribute at all levels. Jatho , Joshua A.

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ODSC - Open Data Science

APRIL 18, 2023

ODSC East 2023 is just a few weeks away and we’ve been hard at work finalizing the conference schedule. Monday, May 8th — Day 0: Pre-Conference Bootcamp Day The first unofficial day of ODSC East 2023 is the virtual-only Pre-Conference Bootcamp Day. Join us to meet and connect with your fellow Mini-Bootcamp attendees. Learn more here.

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ODSC - Open Data Science

SEPTEMBER 20, 2023

ODSC West 2023 is just a couple of months away, and we couldn’t be more excited to be able to share our Preliminary Schedule with you! Day 1: Monday, October 30th (Bootcamp, VIP, Platinum) Day 1 of ODSC West 2023 will feature our hands-on training sessions, workshops, and tutorials and will be open to Platinum, Bootcamp, and VIP pass holders.

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ODSC - Open Data Science

JULY 22, 2023

We’re a few weeks removed from ODSC Europe 2023 and we couldn’t have left on a better note. Here are some highlights from ODSC Europe 2023, including some pictures of speakers and attendees, popular talks, and a summary of what kept people busy. Expo Hall ODSC events are more than just data science training and networking events.

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ODSC - Open Data Science

FEBRUARY 27, 2024

We can, however, share a few of our most popular ODSC East 2023 sessions. Interested in attending an ODSC event? Learn more about our upcoming events here. ODSC East 2024 is coming up quickly and it’s time to get excited. Enjoy the videos here whenever you want!

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ODSC - Open Data Science

JUNE 8, 2023

We’re a few weeks removed from ODSC East 2023 and we couldn’t have left on a better note. Here are some highlights from ODSC East 2023, including some pictures of speakers and attendees, popular talks, and a summary of what kept people busy. Extra Events ODSC events are more than just data science training and networking events.

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Google Research AI blog

APRIL 30, 2023

Posted by Catherine Armato, Program Manager, Google The Eleventh International Conference on Learning Representations (ICLR 2023) is being held this week as a hybrid event in Kigali, Rwanda. We are proud to be a Diamond Sponsor of ICLR 2023, a premier conference on deep learning, where Google researchers contribute at all levels.

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ODSC - Open Data Science

MAY 24, 2023

Building a Business with a Real-Time Analytics Stack, Streaming ML Without a Data Lake, and Google’s PaLM 2 Building a Pizza Delivery Service with a Real-Time Analytics Stack The best businesses react quickly and with informed decisions. Final ODSC Europe 2023 Schedule Released! Here’s what you can expect from ODSC Europe.

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ODSC - Open Data Science

FEBRUARY 17, 2023

ChatGPT: The Google Killer, Distributed Training with PyTorch and Azure ML, and Many Models Batch Training Distributed Training with PyTorch and Azure ML Continue reading to learn the simplest way to do distributed training with PyTorch and Azure ML. Revolution of AI: Will ChatGPT Replace Search Engines in 2023?

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ODSC - Open Data Science

APRIL 13, 2023

4 Reasons Why Declarative ML Makes Sense for Engineers In this blog post, we’re going to cover Ludwig, an open-source declarative ML framework, and four reasons why this approach makes sense for every engineer interested in ML. Final ODSC East 2023 Schedule Released!

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AWS Machine Learning Blog

AUGUST 28, 2023

As part of the 2023 Data Science Conference (DSCO 23), AWS partnered with the Data Institute at the University of San Francisco (USF) to conduct a datathon. Response from the event “This was a fun event, and a great way to work with others. Our hope is that they take this forward and expand their ML knowledge.

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Mlearning.ai

APRIL 6, 2023

Automate and streamline our ML inference pipeline with SageMaker and Airflow Building an inference data pipeline on large datasets is a challenge many companies face. SageMaker Batch Job Allows you to run batch inference on large datasets and generate predictions in a batch mode using machine learning (ML) models hosted in SageMaker.

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ODSC - Open Data Science

SEPTEMBER 11, 2023

Navigating the Post-Pandemic Credit Risk Landscape with AI/ML Innovation Radhakrishnan G (Krish) | Vice President — Global Commercial Risk Decision Science | American Express This session explored how the credit risk landscape evolved during the pandemic and the transformative power of AI/ML solutions in navigating uncertainty.

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Flipboard

NOVEMBER 28, 2023

In 2023, the pace of adoption of AI technologies has accelerated further with the development of powerful foundation models (FMs) and a resulting advancement in generative AI capabilities. An important next step of the AI system risk assessment is to identify potentially harmful events associated with the use case.

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ODSC - Open Data Science

AUGUST 11, 2023

EVENT — ODSC APAC 2023 Virtual Conference: August 22–23rd, 2023 Join us for a deep dive into the latest data science and AI trends, tools and techniques: from LLMs to data analytics and from machine learning to responsible AI.

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ODSC - Open Data Science

JUNE 1, 2023

Real-Time ML with Spark and SBERT, AI Coding Assistants, Data Lake Vendors, and ODSC East Highlights Getting Up to Speed on Real-Time Machine Learning with Spark and SBERT Learn more about real-time machine learning by using this approach that uses Apache Spark and SBERT. Learn more about it here.

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Google Research AI blog

JULY 23, 2023

Posted by Cat Armato, Program Manager, Google Groups across Google actively pursue research in the field of machine learning (ML), ranging from theory and application. We build ML systems to solve deep scientific and engineering challenges in areas of language, music, visual processing, algorithm development, and more.

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Snorkel AI

OCTOBER 12, 2023

Snorkel AI hosted the 2023 installment of its Future of Data-Centric AI virtual conference in June. The two-day event brought together researchers, practitioners, and industry leaders to discuss the latest trends and advances in data-centric AI, and we recorded each session as a video. Current specialized ML libraries (e.g.,

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ODSC - Open Data Science

AUGUST 3, 2023

ML for Big Data with PySpark on AWS, Asynchronous Programming in Python, and the Top Industries for AI Harnessing Machine Learning on Big Data with PySpark on AWS In this brief tutorial, you’ll learn some basics on how to use Spark on AWS for machine learning, MLlib, and more. You Can Now Watch the Generative AI Summit On-Demand Here!

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ODSC - Open Data Science

JULY 14, 2023

Below you’ll find just a few of the many expert-led sessions at ODSC Europe 2023 that attendees loved — and you can view them for yourself here ! And don’t miss the chance to join us for our upcoming free virtual Generative AI Summit on July 20th and ODSC West 2023 in San Francisco (October 31st-November 3rd). What’s next?

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Snorkel AI

OCTOBER 12, 2023

Snorkel AI hosted the 2023 installment of its Future of Data-Centric AI virtual conference in June. The two-day event brought together researchers, practitioners, and industry leaders to discuss the latest trends and advances in data-centric AI, and we recorded each session as a video. Current specialized ML libraries (e.g.,

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AWS Machine Learning Blog

APRIL 17, 2023

Machine learning (ML) plays a crucial role in detecting fraud because it can quickly and accurately analyze large volumes of data to identify anomalous patterns and possible fraud trends. In ML, a lack of significant historical data to train a model is called the cold start problem. For Cold Start models, this is no different.

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ODSC - Open Data Science

SEPTEMBER 27, 2023

By the end of this session, you will be equipped with the knowledge and practical tools you need to manage your ML models in the real world. In this session, you’ll explore the use of ML pipeline architectures for implementing production ML applications, including large model architectures. Interested in attending an ODSC event?

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Dataconomy

OCTOBER 25, 2023

Yet, as of September 2023, there are claims that OpenAI’s latest models might outperform Ajax. Will the Scary Fast event reveal the so-called Apple GPT? As Apple gears up for its Scary Fast event, the tech community is abuzz with speculation. boasting training on a staggering 200 billion parameters.

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ODSC - Open Data Science

MAY 23, 2024

Previously Haguy was the VP of Engineering at Mosaic ML, which was acquired by Databricks in 2023. Interested in attending an ODSC event? Learn more about our upcoming events here. Hagay has also held AI engineering leadership roles at Meta, AWS, and GE Healthcare.

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Ocean Protocol

DECEMBER 28, 2023

Introduction In 2023, Ocean Protocol made remarkable strides, significantly expanding its ecosystem and enhancing its presence in the Web3 community. Ocean Command Line Interface (CLI) In the 2023 review of Ocean Protocol’s ecosystem, the Ocean CLI stands out as a pivotal tool, launched back in February, 2023.

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Explosion

NOVEMBER 28, 2023

Throughout 2023, we have introduced support for Large Language Models (LLMs) through spacy-llm, added customizable task routing, expanded our QA features with inter-annotator agreement metrics, infused more interactivity into the UI, and shared several open-source Prodigy plug-ins with the community. are our biggest in almost two years.

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Alation

JUNE 1, 2023

So it’s fitting that Snowflake Summit , the premier event for data cloud strategy, will occur at Caesars Forum in Las Vegas on June 26–29 (togas not required). As a 2-time Snowflake Data Governance Partner of the Year , Alation knows how important this event is to the Snowflake community. Register for Snowflake Summit 2023 here!

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Precisely

MAY 23, 2023

What are your goals in 2023, and which marketing trends can help you achieve them? I recently sat down with online publication, The CMO, to discuss five marketing trends to know about in 2023. Now, even as in-person events have returned, I don’t see them as truly “back” in the way they were before – and frankly, that’s not a bad thing.

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