AWS Machine Learning Blog

MARCH 21, 2025

Amazon Bedrock is a fully managed service that provides a single API to access and use various high-performing foundation models (FMs) from leading AI companies. It offers a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI practices.

Metadata 110

Metadata Convolutional Neural Networks Generative AI Data Scientist 110

Unite.AI

NOVEMBER 21, 2023

Image: O'Reilly Emerging Trends in AI Use The O'Reilly report sheds light on how enterprises are currently leveraging generative AI, revealing key trends in its application. A substantial majority, 77%, are using AI for programming tasks, indicating a significant shift towards automation in software development.

Generative AI 227

Generative AI Data Analysis Automation AI 227

Marktechpost

JUNE 19, 2024

Introduction to Generative AI Learning Path Specialization This course offers a comprehensive introduction to generative AI, covering large language models (LLMs), their applications, and ethical considerations. The learning path comprises three courses: Generative AI, Large Language Models, and Responsible AI.

Artificial Intelligence 121

Artificial Intelligence Artificial Intelligence Prompt Engineer Prompt Engineering 121

AWS Machine Learning Blog

FEBRUARY 27, 2023

Model tuning is the experimental process of finding the optimal parameters and configurations for a machine learning (ML) model that result in the best possible desired outcome with a validation dataset. Single objective optimization with a performance metric is the most common approach for tuning ML models.

ML 90

ML Machine Learning Algorithm Neural Network 90

AWS Machine Learning Blog

FEBRUARY 21, 2025

Previously, he was a Data & Machine Learning Engineer at AWS, where he worked closely with customers to develop enterprise-scale data infrastructure, including data lakes, analytics dashboards, and ETL pipelines. He specializes in building scalable machine learning infrastructure, distributed systems, and containerization technologies.

LLM 111

LLM Large Language Models Natural Language Processing Machine Learning 111

Marktechpost

JULY 25, 2023

This has been a fascinating research problem for the AI community for several years, and the researchers at the University of Surrey have come up with something groundbreaking. Their efforts will accelerate the pace of research into creating trustworthy and responsible AI systems. Check out the Paper and Reference.

Software Development 52

Software Development Artificial Intelligence Artificial Intelligence Robotics 52

AWS Machine Learning Blog

MARCH 20, 2025

Amazon Bedrock offers fine-tuning capabilities that allow you to customize these pre-trained models using proprietary call transcript data, facilitating high accuracy and relevance without the need for extensive machine learning (ML) expertise. In addition, traditional ML metrics were used for Yes/No answers.

Generative AI 74

Generative AI Metadata AI AI 74

Marktechpost

JULY 8, 2024

The ability to automate and assist in coding has the potential to transform software development, making it faster and more efficient. The framework’s impressive performance across multiple benchmarks and programming languages highlights its potential to set new standards for responsible AI in coding.

Software Development 114

Software Development Responsible AI LLM AI 114

AWS Machine Learning Blog

FEBRUARY 19, 2025

In this example, the ML engineering team is borrowing 5 GPUs for their training task With SageMaker HyperPod, you can additionally set up observability tools of your choice. Prior to her current role, she spent several years at AWS focused on helping emerging GenAI startups develop models from ideation to production.

Data Scientist 71

Data Scientist Data Science ML Engineer Generative AI 71

Marktechpost

NOVEMBER 3, 2023

In today’s fast-paced world of software development, one of the key challenges enterprises face is the need to code quickly and accurately. Developers often grapple with complex coding tasks, and finding practical solutions can be a time-consuming process. for AI model development, watsonx.

Automation 107

Automation Software Development AI AI 107

ODSC - Open Data Science

APRIL 17, 2023

This shift in thinking has led us to DevSecOps , a novel methodology that integrates security into the software development/ MLOps process. This enables the developers to write code with security in mind, thus reducing development time to a great extent. Where and Why is Data Security Required in the MLOps Lifecycle?

Data Science 97

Data Science DevOps Deep Learning Automation 97

AWS Machine Learning Blog

MAY 1, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Chatbots 121

Chatbots Automation Machine Learning DevOps 121

AWS Machine Learning Blog

OCTOBER 27, 2023

Developers can use Amazon Personalize to build applications powered by the same type of machine learning (ML) technology used by Amazon.com for real-time personalized recommendations. With Amazon Personalize, developers can improve user engagement through personalized product and content recommendations with no ML expertise required.

Generative AI 106

Generative AI Artificial Intelligence Artificial Intelligence AI 106

AWS Machine Learning Blog

FEBRUARY 9, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Machine Learning 140

Machine Learning Python Generative AI Explainability 140

AWS Machine Learning Blog

FEBRUARY 1, 2024

She has a diverse background, having worked in many technical disciplines, including software development, agile leadership, and DevOps, and is an advocate for women in tech. Randy has held a variety of positions in the technology space, ranging from software engineering to product management.

Generative AI 131

Generative AI Prompt Engineer Prompt Engineering AI 131

Marktechpost

SEPTEMBER 12, 2024

Whether in academic research, software development, or scientific discovery, OpenAI o1 represents the future of AI-assisted problem-solving. The model’s potential to align AI reasoning with human values and principles also offers hope for safer and more responsible AI systems in the years to come.

OpenAI 111

OpenAI Large Language Models LLM AI 111

AWS Machine Learning Blog

AUGUST 1, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading artificial intelligence (AI) companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API. AI/ML Specialist Solutions Architect working on Amazon Web Services.

Generative AI 118

Generative AI Machine Learning Artificial Intelligence Artificial Intelligence 118

AWS Machine Learning Blog

JULY 15, 2024

About the Authors Na Yu is a Lead GenAI Solutions Architect at Mission Cloud, specializing in developing ML, MLOps, and GenAI solutions in AWS Cloud and working closely with customers. Max Goff is a data scientist/data engineer with over 30 years of software development experience. She received her Ph.D.

Big Data 115

Big Data Big Data Engineer Generative AI ML 115

AWS Machine Learning Blog

OCTOBER 15, 2024

ML practitioners can deploy FMs to dedicated SageMaker instances from a network-isolated environment and customize models using SageMaker for model training and deployment. About the Authors Bar Fingerman is the Head of AI/ML Engineering at Bria. She helps key customer accounts on their data, generative AI, and AI/ML journeys.

Generative AI 79

Generative AI ML Python Responsible AI 79

Heartbeat

FEBRUARY 29, 2024

The software development landscape is constantly evolving, driven by technological advancements and the ever-growing demands of the digital age. Over the years, we’ve witnessed significant milestones in programming languages, each bringing about transformative changes in how we write code and build software systems.

Software Engineer 52

Software Engineer Software Development Large Language Models LLM 52

AWS Machine Learning Blog

JULY 18, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 112

Generative AI Automation Categorization Software Architect 112

AWS Machine Learning Blog

MAY 9, 2024

Through advanced analytics, software, research, and industry expertise across over 20 countries, Verisk helps build resilience for individuals, communities, and businesses. The company is committed to ethical and responsible AI development, with human oversight and transparency. He holds an M.S.

Insight Engine 129

Insight Engine Generative AI LLM AI 129

AWS Machine Learning Blog

JUNE 25, 2024

With Amazon Bedrock, developers can experiment, evaluate, and deploy generative AI applications without worrying about infrastructure management. Its enterprise-grade security, privacy controls, and responsible AI features enable secure and trustworthy generative AI innovation at scale.

Automation 119

Automation Prompt Engineer Prompt Engineering Categorization 119

AWS Machine Learning Blog

JUNE 3, 2024

Kinesis Video Streams makes it straightforward to securely stream video from connected devices to AWS for analytics, machine learning (ML), playback, and other processing. Amazon Bedrock is a fully managed service that provides access to a range of high-performing foundation models from leading AI companies through a single API.

ML 103

ML Natural Language Processing Metadata Large Language Models 103

Google Research AI blog

JANUARY 18, 2023

Over the next several weeks, we will discuss novel developments in research topics ranging from responsible AI to algorithms and computer systems to science, health and robotics. of all code comes from suggestions generated by the model, reducing coding iteration time for these developers by 6%. Let’s get started!

Computer Vision 132

Computer Vision Auto-classification Large Language Models Neural Network 132

ODSC - Open Data Science

JANUARY 10, 2024

Andre Franca | CTO | connectedFlow Explore the world of Causal AI for data science practitioners, with a focus on understanding cause-and-effect relationships within data to drive optimal decisions. Takeaways include: The dangers of using post-hoc explainability methods as tools for decision-making, and where traditional ML falls short.

Large Language Models 52

Large Language Models Deep Learning Data Science LLM 52

AWS Machine Learning Blog

MARCH 5, 2025

By following these guidelines, organizations can follow responsible AI best practices for creating high-quality ground truth datasets for deterministic evaluation of question-answering assistants. Philippe Duplessis-Guindon is a cloud consultant at AWS, where he has worked on a wide range of generative AI projects.

Generative AI 76

Generative AI LLM AI AI 76

AWS Machine Learning Blog

SEPTEMBER 30, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 83

Generative AI Machine Learning ML Artificial Intelligence 83

Topbots

JULY 29, 2024

Here are the courses we cover: Generative AI for Everyone by DeepLearning.ai Introduction to Generative AI by Google Cloud Generative AI: Introduction and Applications by IBM ChatGPT Promt Engineering for Developers by OpenAI and DeepLearning.ai LangChain for LLM Application Development by LangChain and DeepLearning.ai

Generative AI 52

Generative AI Large Language Models Prompt Engineer Prompt Engineering 52

ODSC - Open Data Science

SEPTEMBER 8, 2023

Get your ODSC West pass by the end of the day Thursday to save up to $450 on 300+ hours of hands-on training sessions, expert-led workshops, and talks in Generative AI, Machine Learning, NLP, LLMs, Responsible AI, and more. Catch this flash sale ASAP!

ChatGPT 52

ChatGPT Large Language Models Data Scientist Machine Learning 52

ODSC - Open Data Science

SEPTEMBER 28, 2023

5 Must-Have Skills to Get Into Prompt Engineering From having a profound understanding of AI models to creative problem-solving, here are 5 must-have skills for any aspiring prompt engineer. The Implications of Scaling Airflow Wondering why you’re spending days just deploying code and ML models?

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM Data Scientist 52

Viso.ai

SEPTEMBER 12, 2024

Artificial Intelligence (AI) is rapidly transforming industries, pushing the boundaries of what technology can achieve. Open-source models and tools are more powerful than ever, and ML teams often implement them in business processes. One of the popular types of AI model-specific licenses is the Responsible AI license.

AI 52

AI AI Responsible AI Computer Vision 52

Dlabs.ai

SEPTEMBER 15, 2022

This workshop is for everyone tasked with running AI projects, helping you tackle any challenge that might come your way. Attendees can choose between several tracks across the two-day summit: Day 1 : Moonshot Mothership, Healthy Cities, Money AI, DLTS + Cyber Security, Inspiredminds! AI Events To Attend In November 5.

Big Data 52

Big Data Artificial Intelligence Artificial Intelligence Data Science 52

AWS Machine Learning Blog

JANUARY 26, 2024

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications. Build organizational resiliency around generative AI Organizations can start adopting ways to build their capacity and capabilities for AI/ML and generative AI security within their organizations.

Generative AI 137

Generative AI ML LLM AI 137

Unite.AI

MARCH 20, 2025

His career in the tech industry spans more than 20 years, starting off in software development and product management followed with leadership positions in startups, large multinational corporations and non-profits. In the first days of Ibex, Chaim was busy winning Kaggle (ML) competitions. Chaim, unlike me, is a specialist.

Convolutional Neural Networks 146

Convolutional Neural Networks Algorithm Explainability Neural Network 146

Flipboard

DECEMBER 3, 2024

Generative AI is reshaping businesses and unlocking new opportunities across various industries. As a global leader in agriculture, Syngenta has led the charge in using data science and machine learning (ML) to elevate customer experiences with an unwavering commitment to innovation.

Generative AI 148

Generative AI Metadata Machine Learning Natural Language Processing 148

AWS Machine Learning Blog

NOVEMBER 30, 2023

Bottom layer of the stack: AWS Trainium2 is the latest addition to deliver the most advanced cloud infrastructure for generative AI The bottom layer of the stack is the infrastructure—compute, networking, frameworks, services—required to train and run LLMs and other FMs. AWS innovates to offer the most advanced infrastructure for ML.

Generative AI 138

Generative AI AI AI ML 138