AWS Machine Learning Blog

FEBRUARY 28, 2024

This generative AI task is called text-to-SQL, which generates SQL queries from natural language processing (NLP) and converts text into semantically correct SQL. The solution in this post aims to bring enterprise analytics operations to the next level by shortening the path to your data using natural language.

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AWS Machine Learning Blog

APRIL 29, 2024

Historically, natural language processing (NLP) would be a primary research and development expense. In 2024, however, organizations are using large language models (LLMs), which require relatively little focus on NLP, shifting research and development from modeling to the infrastructure needed to support LLM workflows.

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ML Python Data Scientist Deep Learning 118

ODSC - Open Data Science

NOVEMBER 25, 2024

We had bigger sessions on getting started with machine learning or SQL, up to advanced topics in NLP, and of course, plenty related to large language models and generative AI. Top Sessions With sessions both online and in-person in South San Francisco, there was something for everyone at ODSC East.

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Data Science AI Engineer Prompt Engineering Prompt Engineer 52

AWS Machine Learning Blog

FEBRUARY 21, 2025

The concept of a compound AI system enables data scientists and ML engineers to design sophisticated generative AI systems consisting of multiple models and components. With a background in AI/ML, data science, and analytics, Yunfei helps customers adopt AWS services to deliver business results.

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LLM AI AI Data Scientist 78

Heartbeat

OCTOBER 23, 2023

Revolutionizing Healthcare through Data Science and Machine Learning Image by Cai Fang on Unsplash Introduction In the digital transformation era, healthcare is experiencing a paradigm shift driven by integrating data science, machine learning, and information technology.

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ODSC - Open Data Science

JULY 19, 2023

Machine Learning Operations (MLOps) can significantly accelerate how data scientists and ML engineers meet organizational needs. A well-implemented MLOps process not only expedites the transition from testing to production but also offers ownership, lineage, and historical data about ML artifacts used within the team.

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Machine Learning Data Drift Data Science Data Scientist 52

Pickl AI

APRIL 19, 2023

Different industries from education, healthcare to marketing, retail and ecommerce require Machine Learning Engineers. Job market will experience a rise of 13% by 2026 for ML Engineers Why is Machine Learning Important? Accordingly, an entry-level ML engineer will earn around 5.1 Consequently.

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Machine Learning ML Engineer Data Scientist ML 52

AWS Machine Learning Blog

MAY 13, 2024

We benchmark the results with a metric used for evaluating summarization tasks in the field of natural language processing (NLP) called Recall-Oriented Understudy for Gisting Evaluation (ROUGE). This post then seeks to assess whether prompt engineering is more performant for clinical NLP tasks compared to the RAG pattern and fine-tuning.

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Generative AI Prompt Engineering Prompt Engineer LLM 124

ODSC - Open Data Science

FEBRUARY 25, 2025

Topics Include: Agentic AI DesignPatterns LLMs & RAG forAgents Agent Architectures &Chaining Evaluating AI Agent Performance Building with LangChain and LlamaIndex Real-World Applications of Autonomous Agents Who Should Attend: Data Scientists, Developers, AI Architects, and ML Engineers seeking to build cutting-edge autonomous systems.

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Data Scientist Large Language Models Machine Learning ML Engineer 52

Chatbots Life

MAY 16, 2023

Deeper Insights has six years of experience in building AI solutions for large enterprise and scale-up clients, a suite of AI models, and data visualization dashboards that enable them to quickly analyze and share insights. Generative AI integration service : proposes to train Generative AI on clients data and add new features to products.

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Generative AI Chatbots Conversational AI Software Development 92

AWS Machine Learning Blog

NOVEMBER 30, 2023

This container image has all the most popular ML frameworks supported by SageMaker, along with SageMaker Python SDK , boto3 , and other AWS and data science specific libraries installed. In this example, Code Editor can be used by an ML engineering team who needs advanced IDE features to debug their code and deploy the endpoint.

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Machine Learning ML LLM Software Engineer 120

Pickl AI

MAY 30, 2023

For instance, Data Science Course with Placement Guarantee is one of the most in-demand courses that aspirants are looking for. Instances of Professionals courses include Data Science Bootcamp Job Guarantee, Python for Data Science, Data Analytics, Business Analytics, etc. Lakhs annually.

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Data Mining Data Science Machine Learning Deep Learning 52

AWS Machine Learning Blog

SEPTEMBER 1, 2023

These data owners are focused on providing access to their data to multiple business units or teams. Data science team – Data scientists need to focus on creating the best model based on predefined key performance indicators (KPIs) working in notebooks.

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Generative AI Prompt Engineering Prompt Engineer ML 121

The MLOps Blog

NOVEMBER 14, 2023

Visualizing deep learning models can help us with several different objectives: Interpretability and explainability: The performance of deep learning models is, at times, staggering, even for seasoned data scientists and ML engineers. Data scientists and ML engineers: Creating and training deep learning models is no easy feat.

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Deep Learning Neural Network Convolutional Neural Networks Data Scientist 111

AWS Machine Learning Blog

AUGUST 16, 2023

Thomson Reuters Labs, the company’s dedicated innovation team, has been integral to its pioneering work in AI and natural language processing (NLP). This technology was one of the first of its kind, using NLP for more efficient and natural legal research. A key milestone was the launch of Westlaw Is Natural (WIN) in 1992.

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Large Language Models Machine Learning Generative AI ML 85

Snorkel AI

OCTOBER 12, 2023

Chief Data Scientist In this fireside chat as Snorkel AI CEO and co-founder Alex Ratner and DJ Patil, the Former U.S. Chief Data Scientist dive into data science’s history, impact, and challenges in the United States government.

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Data Scientist ML Computer Vision AI 64

AWS Machine Learning Blog

SEPTEMBER 23, 2024

Throughout this exercise, you use Amazon Q Developer in SageMaker Studio for various stages of the development lifecycle and experience firsthand how this natural language assistant can help even the most experienced data scientists or ML engineers streamline the development process and accelerate time-to-value.

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ML Computer Vision Data Scientist Machine Learning 79

Snorkel AI

JUNE 9, 2023

Fireside Chat: Journey of Data: Transforming the Enterprise with Data-Centric Workflows In a lively back and forth, Alex talked with Nurtekin Savas, head of enterprise data science at Capital One , about broadening the scope of being “data-centric.”

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Large Language Models Data Scientist Machine Learning Computer Vision 52

Snorkel AI

JUNE 9, 2023

Fireside Chat: Journey of Data: Transforming the Enterprise with Data-Centric Workflows In a lively back and forth, Alex talked with Nurtekin Savas, head of enterprise data science at Capital One , about broadening the scope of being “data-centric.”

Large Language Models 52

Large Language Models Data Scientist Machine Learning Computer Vision 52

Snorkel AI

OCTOBER 12, 2023

Chief Data Scientist In this fireside chat as Snorkel AI CEO and co-founder Alex Ratner and DJ Patil, the Former U.S. Chief Data Scientist dive into data science’s history, impact, and challenges in the United States government.

Data Scientist 59

Data Scientist ML Computer Vision AI 59

Snorkel AI

OCTOBER 12, 2023

Chief Data Scientist In this fireside chat as Snorkel AI CEO and co-founder Alex Ratner and DJ Patil, the Former U.S. Chief Data Scientist dive into data science’s history, impact, and challenges in the United States government.

Data Scientist 52

Data Scientist NLP ML Computer Vision 52

Heartbeat

OCTOBER 5, 2023

These LLMs can generate human-like text, understand context, and perform various Natural Language Processing (NLP) tasks. We're committed to supporting and inspiring developers and engineers from all walks of life. Consequently, the tech world is abuzz with the evolution of a groundbreaking methodology called "LLMOps."

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Large Language Models DevOps Machine Learning Prompt Engineering 52

The MLOps Blog

OCTOBER 3, 2023

So I was able to get from growth hacking to data analytics, then data analytics to data science, and then data science to MLOps. I switched from analytics to data science, then to machine learning, then to data engineering, then to MLOps. How do I get this model in production?

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ML Data Scientist Machine Learning Data Science 52

The MLOps Blog

MARCH 21, 2023

From gathering and processing data to building models through experiments, deploying the best ones, and managing them at scale for continuous value in production—it’s a lot. As the number of ML-powered apps and services grows, it gets overwhelming for data scientists and ML engineers to build and deploy models at scale.

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Machine Learning Data Scientist ML Metadata 69

Snorkel AI

MAY 24, 2023

The Future of Data-centric AI virtual conference will bring together a star-studded lineup of expert speakers from across the machine learning, artificial intelligence, and data science field. chief data scientist, a role he held under President Barack Obama from 2015 to 2017. Patil served as the first U.S.

Machine Learning 52

Machine Learning Data Scientist Computer Vision ML 52

Snorkel AI

MAY 24, 2023

The Future of Data-centric AI virtual conference will bring together a star-studded lineup of expert speakers from across the machine learning, artificial intelligence, and data science field. chief data scientist, a role he held under President Barack Obama from 2015 to 2017. Patil served as the first U.S.

Machine Learning 52

Machine Learning Data Scientist Computer Vision ML 52

Mlearning.ai

MAY 3, 2023

The built APP provides an easy web interface to access the large language models with several built-in application utilities for direct use, significantly lowering the barrier for the practitioners to use the LLM’s Natural Language Processing (NLP) capabilities in an amateur way focusing on their specific use cases.

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Large Language Models Python Auto-complete Natural Language Processing 52

Viso.ai

DECEMBER 21, 2023

Each of these individuals serves as an inspiration for aspiring AI and ML engineers breaking into the field. Cassie Kozyrkov: A Top Voice in Data Science and Analytics Cassie Kozyrkov makes for one of the AI influencers of this decade. We ranked these individuals in reverse chronological order.

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Convolutional Neural Networks Neural Network Computer Vision Deep Learning 52

AWS Machine Learning Blog

DECEMBER 4, 2024

Available in SageMaker AI and SageMaker Unified Studio (preview) Data scientists and ML engineers can access these applications from Amazon SageMaker AI (formerly known as Amazon SageMaker) and from SageMaker Unified Studio. Comet has been trusted by enterprise customers and academic teams since 2017.

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ML Generative AI Data Scientist ML Engineer 133

AWS Machine Learning Blog

OCTOBER 17, 2024

Amazon SageMaker Studio is the latest web-based experience for running end-to-end machine learning (ML) workflows. This means that each user within the domain will have their own private space on the EFS file system, allowing them to store and access their own data and files. The following diagram illustrates this architecture.

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Data Science ML Machine Learning Computer Vision 108

ODSC - Open Data Science

MARCH 11, 2025

About the Author of Adaptive RAG Systems: David vonThenen David is a Senior AI/ML Engineer at DigitalOcean, where hes dedicated to empowering developers to build, scale, and deploy AI/ML models in production.

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LLM Metadata Software Engineer Python 52

AWS Machine Learning Blog

NOVEMBER 18, 2024

Shinan Zhang is an Applied Science Manager at the AWS Generative AI Innovation Center. With over a decade of experience in ML and NLP, he has worked with large organizations from diverse industries to solve business problems with innovative AI solutions, and bridge the gap between research and industry applications.

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LLM Generative AI Data Science Data Scientist 97