Unite.AI

MARCH 13, 2024

Introduction The field of natural language processing (NLP) and language models has experienced a remarkable transformation in recent years, propelled by the advent of powerful large language models (LLMs) like GPT-4, PaLM, and Llama. The implications of SaulLM-7B's success extend far beyond academic benchmarks.

Natural Language Processing 204

Natural Language Processing Large Language Models Data Scarcity LLM 204

AWS Machine Learning Blog

FEBRUARY 12, 2025

For more information on application security, refer to Safeguard a generative AI travel agent with prompt engineering and Amazon Bedrock Guardrails. Enterprise Solutions Architect at AWS, experienced in Software Engineering, Enterprise Architecture, and AI/ML. Nitin Eusebius is a Sr.

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Auto-classification Metadata Generative AI Machine Learning 84

AWS Machine Learning Blog

JUNE 27, 2024

After testing available open source models, we felt that the out-of-the-box capabilities and responses were insufficient with prompt engineering alone to meet our needs. Specifically, in our testing with open source models, we wanted to make sure each model was optimized for a ReAct/chain-of-thought style of prompting.

Software Engineer 121

Software Engineer Large Language Models AI AI 121

ODSC - Open Data Science

DECEMBER 19, 2023

Prompt Engineer Prompt engineers are in the wild west of AI. These professionals are responsible for creating and maintaining prompts for AI models, redlining, and finetuning models through tests and prompt work. That’s because prompt engineers can be found with a multitude of backgrounds.

AI Product Manager 96

AI Product Manager AI Product Management Prompt Engineer Prompt Engineering 96

Towards AI

JANUARY 6, 2025

Artificial Intelligence graduate certificate by STANFORD SCHOOL OF ENGINEERING Artificial Intelligence graduate certificate; taught by Andrew Ng, and other eminent AI prodigies; is a popular course that dives deep into the principles and methodologies of AI and related fields.

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Artificial Intelligence Artificial Intelligence Computer Vision Deep Learning 105

AWS Machine Learning Blog

MARCH 4, 2024

However, when employing the use of traditional natural language processing (NLP) models, they found that these solutions struggled to fully understand the nuanced feedback found in open-ended survey responses. The engineering team experienced the immediate ease of getting started with Amazon Bedrock.

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NLP Prompt Engineer Prompt Engineering LLM 124

Flipboard

DECEMBER 6, 2023

Tools like LangChain , combined with a large language model (LLM) powered by Amazon Bedrock or Amazon SageMaker JumpStart , simplify the implementation process. Given their versatile nature, these models require specific task instructions provided through input text, a practice referred to as prompt engineering.

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BERT Large Language Models Artificial Intelligence Artificial Intelligence 167

Chatbots Life

MAY 12, 2023

We will discuss how models such as ChatGPT will affect the work of software engineers and ML engineers. Will ChatGPT replace software engineers? Will ChatGPT replace ML Engineers? This makes the tool extremely useful as a software engineer's assistant. Why is ChatGPT so effective?

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ChatGPT Software Engineer NLP ML Engineer 90

The MLOps Blog

FEBRUARY 15, 2024

Due to the rise of LLMs and the shift towards pre-trained models and prompt engineering, specialists in traditional NLP approaches are particularly at risk. The rapid advancements of Large Language Models (LLMs) are changing the day-to-day work of ML practitioners and how company leadership thinks about AI.

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NLP Natural Language Processing Data Scientist Software Engineer 59

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. His area of research is all things natural language (like NLP, NLU, and NLG). Jose Cassio dos Santos Junior is a Senior Data Scientist member of the MLU team.

LLM 82

LLM AI AI Data Scientist 82

ODSC - Open Data Science

JANUARY 7, 2025

Theyre looking for people who know all related skills, and have studied computer science and software engineering. As MLOps become more relevant to ML demand for strong software architecture skills will increase aswell. While knowing Python, R, and SQL is expected, youll need to go beyond that.

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Data Scientist Data Science Deep Learning Machine Learning 40

AWS Machine Learning Blog

APRIL 16, 2024

The advancement of LLMs has significantly impacted natural language processing (NLP)-based SQL generation, allowing for the creation of precise SQL queries from natural language descriptions—a technique referred to as Text-to-SQL. In his free time, he enjoys playing chess and traveling.

Data Scientist 114

Data Scientist Generative AI Machine Learning ML 114

AWS Machine Learning Blog

JUNE 5, 2023

Even though these foundation models are able to generalize well, especially with the help of prompt engineering techniques, often the use case is so domain specific, or the task is so different, that the model needs further customization. BloomZ is a general-purpose natural language processing (NLP) model.

Large Language Models 95

Large Language Models Machine Learning ML NLP 95

The MLOps Blog

JUNE 5, 2023

In general, it’s a large language model, not altogether that different from language machine learning models we’ve seen in the past that do various natural language processing tasks. Learning software engineering best practices and understanding how ML systems get built and productionized.

Large Language Models 52

Large Language Models Machine Learning Software Engineer Natural Language Processing 52

The MLOps Blog

JUNE 27, 2023

For example, if your team works on recommender systems or natural language processing applications, you may want an MLOps tool that has built-in algorithms or templates for these use cases. Valohai Valohai provides a collaborative environment for managing and automating machine learning projects.

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Machine Learning Metadata Data Scientist Data Quality 134

AWS Machine Learning Blog

AUGUST 14, 2023

In this post and accompanying notebook, we demonstrate how to deploy the BloomZ 176B foundation model using the SageMaker Python simplified SDK in Amazon SageMaker JumpStart as an endpoint and use it for various natural language processing (NLP) tasks. You can also access the foundation models thru Amazon SageMaker Studio.

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NLP Prompt Engineering Prompt Engineer Robotics 87