ODSC - Open Data Science

FEBRUARY 9, 2023

That responsibility usually falls in the hands of a role called Machine Learning (ML) Engineer. Having empathy for your ML Engineering colleagues means helping them meet operational constraints. To continue with this analogy, you might think of the ML Engineer as the data scientist’s “editor.”

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AWS Machine Learning Blog

OCTOBER 29, 2024

This post focused is on Amazon Bedrock, but it can be extended to broader machine learning operations (MLOps) workflows or integrated with other AWS services such as AWS Lambda or Amazon SageMaker. With a strong background in AI/ML, Ishan specializes in building Generative AI solutions that drive business value.

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Flipboard

DECEMBER 18, 2023

Over the last few months, EdSurge webinar host Carl Hooker moderated three webinars featuring field-expert panelists discussing the transformative impact of artificial intelligence in the education field. He also introduces the concept of generative AI (gen AI), which signifies the next step in the evolution of AI and ML.

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DagsHub

MARCH 3, 2024

In this DagsHub community webinar, Pavlo Fesenko explores the world of video classification and model deployment. Learn to deploy machine learning models using AWS's free tools, create automated CI/CD pipelines, and master MLflow's model registry. This is a practical session for enthusiasts and ML professionals alike!

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DataRobot Blog

APRIL 22, 2022

In our previous post , we talked about how red AI means adding computational power to “buy” more accurate models in machine learning , and especially in deep learning. Maybe you also attended the webinar ? Since these blog posts were written, a lot has happened in the world and in machine learning.

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ODSC - Open Data Science

MARCH 23, 2023

Each month, ODSC has a few insightful webinars that touch on a range of issues that are important in the data science world, from use cases of machine learning models, to new techniques/frameworks, and more. So here’s a summary of a few recent webinars that you’ll want to watch. Watch on-demand here. Watch on-demand here.

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Pickl AI

NOVEMBER 28, 2024

Summary: The blog discusses essential skills for Machine Learning Engineer, emphasising the importance of programming, mathematics, and algorithm knowledge. Understanding Machine Learning algorithms and effective data handling are also critical for success in the field. billion in 2022 and is expected to grow to USD 505.42

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ODSC - Open Data Science

FEBRUARY 27, 2025

ODSC Highlights Introducing the Topic Tracks for ODSC East 2025: Spotlight on Gen AI, AI Agents, LLMs, &More Whether you want to master generative AI, deploy AI agents, or streamline your machine learning pipelines with MLOps, ODSC East 2025 has something for you. The ODSC East 2025 Preliminary Schedule isLIVE!

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phData

DECEMBER 12, 2024

The Snowflake AI Data Cloud has been on a roll, building predictive ML capabilities into their platform. Predictive ML in Snowflake Snowflakes predictive ML platform covers the lifecycle of a typical machine learning project. Machine learning models are schema-level objects. What is it?

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AWS Machine Learning Blog

JUNE 27, 2023

When machine learning (ML) models are deployed into production and employed to drive business decisions, the challenge often lies in the operation and management of multiple models. That is where Provectus , an AWS Premier Consulting Partner with competencies in Machine Learning, Data & Analytics, and DevOps, stepped in.

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Pickl AI

JULY 10, 2024

Summary: Explore a range of top AI and Machine Learning courses that cover fundamental to advanced concepts, offering hands-on projects and industry insights. Introduction Artificial Intelligence (AI) and Machine Learning are revolutionising industries by enabling smarter decision-making and automation.

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AWS Machine Learning Blog

JANUARY 31, 2024

Embeddings play a key role in natural language processing (NLP) and machine learning (ML). Enterprise Solutions Architect at AWS, experienced in Software Engineering, Enterprise Architecture, and AI/ML. She helps customers to build, train and deploy large machine learning models at scale.

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AWS Machine Learning Blog

AUGUST 5, 2024

He specializes in generative AI, machine learning, and system design. He has successfully delivered state-of-the-art AI/ML-powered solutions to solve complex business problems for diverse industries, optimizing efficiency and scalability. Outside of work, she loves traveling, working out, and exploring new things.

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Pickl AI

NOVEMBER 4, 2024

Familiarity with basic programming concepts and mathematical principles will significantly enhance your learning experience and help you grasp the complexities of Data Analysis and Machine Learning. Basic Programming Concepts To effectively learn Python, it’s crucial to understand fundamental programming concepts.

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ODSC - Open Data Science

FEBRUARY 23, 2023

State of Machine Learning Survey Results Part One We recently shared a survey about the current state of machine learning. This involves collecting and analyzing data to identify insights and develop solutions, such as predictive models, visualizations, or machine learning algorithms.

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AWS Machine Learning Blog

APRIL 3, 2024

Amazon SageMaker Studio – It is an integrated development environment (IDE) for machine learning (ML). ML practitioners can perform all ML development steps—from preparing your data to building, training, and deploying ML models. Rupinder Grewal is a Senior AI/ML Specialist Solutions Architect with AWS.

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ODSC - Open Data Science

JULY 20, 2023

Popular Machine Learning Libraries, Ethical Interactions Between Humans and AI, and 10 AI Startups in APAC to Follow Demystifying Machine Learning: Popular ML Libraries and Tools In this comprehensive guide, we will demystify machine learning, breaking it down into digestible concepts for beginners, including some popular ML libraries to use.

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ODSC - Open Data Science

SEPTEMBER 13, 2024

Virtual Webinar: Building Multimodal Question-Answering (RAG) system with Gemini with Lavi Nigam September 26, 2024, 12:00 PM ET In this virtual webinar, you’ll learn how to leverage Gemini’s 2M context window and multimodal (text, image, audio & video) input to build a question-answering system for financial analysis.

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Snorkel AI

JUNE 30, 2023

Jack Zhou, product manager at Arize , gave a lightning talk presentation entitled “How to Apply Machine Learning Observability to Your ML System” at Snorkel AI’s Future of Data-Centric AI virtual conference in August 2022. So ML ends up being a huge part of many large companies’ core functions. Our agenda.

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ODSC - Open Data Science

APRIL 10, 2023

Machine learning is starting to go mainstream, graduating out of the research lab and making its way into products. In fact, every engineering team we’ve worked on has had an item on their roadmap that went something like “Improve [cool feature] with machine learning”. What is declarative machine learning?

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AWS Machine Learning Blog

AUGUST 7, 2024

About the Author Wei Teh is an Machine Learning Solutions Architect at AWS. He is passionate about helping customers achieve their business objectives using cutting-edge machine learning solutions. She is passionate about women in technology and is a core member of Women in AI/ML at Amazon. He received his Ph.D.

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AWS Machine Learning Blog

OCTOBER 23, 2024

Mani Khanuja is a Tech Lead – Generative AI Specialist, author of the book Applied Machine Learning and High Performance Computing on AWS , and a member of the Board of Directors for Women in Manufacturing Education Foundation Board. She enjoys spending time with family and friends, reading, playing volleyball, and teaching others.

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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.

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ODSC - Open Data Science

APRIL 3, 2025

Democratizing AI: Why Its Not Just a Developers GameAnymore Generative AI is no longer just for ML experts. Learn how teams are moving from flashy demos to real, production-ready AI productsand why now is the time to build, experiment, and collaborate. Check out all of the upcoming events coming to a city nearyou!

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AWS Machine Learning Blog

FEBRUARY 29, 2024

To learn more about the capabilities of Amazon Bedrock and knowledge bases, refer to Knowledge base for Amazon Bedrock. About the Authors Mark Roy is a Principal Machine Learning Architect for AWS, helping customers design and build AI/ML solutions. In her free time, she likes to go for long runs along the beach.

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ODSC - Open Data Science

DECEMBER 7, 2023

Video of the Week: Notion’s ML Engineering: Search & Ranking Models using Snowflake & Qwak Check out this on-demand webinar where Snowflake and Qwak delve deep into the mechanics of Notion’s Search & Ranking Machine Learning Model using Snowflake and Qwak.

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AWS Machine Learning Blog

AUGUST 28, 2024

He specializes in generative AI, machine learning, and system design. He has successfully delivered state-of-the-art AI/ML-powered solutions to solve complex business problems for diverse industries, optimizing efficiency and scalability. Manoj Krishna Mohan is a Machine Learning Engineering at Amazon.

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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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ODSC - Open Data Science

OCTOBER 24, 2024

Our incredible lineup of speakers includes world-class experts in AI engineering, AI for robotics, LLMs, machine learning, and much more. Hypothesis Testing and its Ties to Machine Learning Machine learning can easily become a tool for p-hacking, where we torture the data-finding patterns that are coincidental rather than meaningful.

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ODSC - Open Data Science

MARCH 30, 2023

Using Azure ML to Train a Serengeti Data Model, Fast Option Pricing with DL, and How To Connect a GPU to a Container Using Azure ML to Train a Serengeti Data Model for Animal Identification In this article, we will cover how you can train a model using Notebooks in Azure Machine Learning Studio.

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AWS Machine Learning Blog

AUGUST 16, 2023

Thomson Reuters (TR), a global content and technology-driven company, has been using artificial intelligence (AI) and machine learning (ML) in its professional information products for decades. This post is cowritten by Shirsha Ray Chaudhuri, Harpreet Singh Baath, Rashmi B Pawar, and Palvika Bansal from Thomson Reuters.

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ODSC - Open Data Science

JULY 13, 2023

MLOPs with Azure Machine Learning The MLOps v2 accelerator is the de-facto MLOps solution from Microsoft going forward. Learn more about how you can speak and present at ODSC West here! As the accelerator continues to evolve, it will remain a one-stop for customers to get started with Azure.

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ODSC - Open Data Science

APRIL 13, 2023

Botnets Detection at Scale — Lessons Learned From Clustering Billions of Web Attacks Into Botnets Read more to learn about the data flow, the challenges, and the way we get successful results of botnet detection. How to Use Machine Learning for Algorithmic Trading Machine learning has proven to be a huge boon to the finance industry.

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AWS Machine Learning Blog

SEPTEMBER 24, 2024

AWS AI and machine learning (ML) services help address these concerns within the industry. AI/ML on AWS AI and ML have been a focus for Amazon for over 25 years, and many of the capabilities customers use with Amazon are driven by ML. Solutions Architect at AWS focusing on AI/ML and generative AI.

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AWS Machine Learning Blog

JULY 1, 2024

She helps key customer accounts on their data, generative AI and AI/ML journeys. She is passionate about data-driven AI and the area of depth in ML and generative AI. She leads machine learning projects in various domains such as computer vision, natural language processing, and generative AI.

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ODSC - Open Data Science

APRIL 27, 2023

5 Concerns for ML Safety in the Era of LLMs and Generative AI The growth of large language models and generative AI has spurred new concerns for ML safety and cybersecurity. Here are a few things to keep an eye out for. 5 Data Engineering and Data Science Cloud Options for 2023 AI development is incredibly resource intensive.

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AWS Machine Learning Blog

APRIL 23, 2024

She leads machine learning projects in various domains such as computer vision, natural language processing, and generative AI. She speaks at internal and external conferences such AWS re:Invent, Women in Manufacturing West, YouTube webinars, and GHC 23. In her free time, she likes to go for long runs along the beach.

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