PyImageSearch

AUGUST 7, 2023

a software developer with a machine learning background ready to join in California), the candidates are ranked based on their experience with machine learning and expertise as a software developer, similarity of their work, living in California, and likelihood that they will respond to the job description.

Computer Vision 85

Computer Vision Neural Network Deep Learning Algorithm 85

AWS Machine Learning Blog

MARCH 5, 2025

The examples focus on questions on chunk-wise business knowledge while ignoring irrelevant metadata that might be contained in a chunk. He has touched on most aspects of these projects, from infrastructure and DevOps to software development and AI/ML. You can customize the prompt examples to fit your ground truth use case.

Generative AI 76

Generative AI LLM AI AI 76

AWS Machine Learning Blog

AUGUST 16, 2023

He previously worked in the semiconductor industry developing large computer vision (CV) and natural language processing (NLP) models to improve semiconductor processes. Software Development Engineer with Amazon Stores. In his free time, he enjoys playing chess and traveling. Nishant Krishnamoorthy is a Sr.

Metadata 84

Metadata Data Scientist Python ML 84

AWS Machine Learning Blog

APRIL 7, 2023

As an example, smart venue solutions can use near-real-time computer vision for crowd analytics over 5G networks, all while minimizing investment in on-premises hardware networking equipment. JumpStart provides access to hundreds of built-in algorithms with pre-trained models that can be seamlessly deployed to SageMaker endpoints.

BERT 93

BERT Metadata Natural Language Processing ML 93

AWS Machine Learning Blog

SEPTEMBER 12, 2024

Start by using the following code to download the PDF documents from the provided URLs and create a list of metadata for each downloaded document. !mkdir She has over 15 years of IT experience in software development, design and architecture. She is passionate about data-driven AI and the area of depth in ML and generative AI.

LLM 126

LLM Generative AI Metadata Python 126

AWS Machine Learning Blog

SEPTEMBER 29, 2023

The coefficients for correcting to at-sensor reflectance are provided in the scene metadata, which further improves the consistency between images taken at different times. Access Planet data To help users get accurate and actionable data faster, Planet has also developed the Planet Software Development Kit (SDK) for Python.

Machine Learning 130

Machine Learning Data Scientist ML Python 130

AWS Machine Learning Blog

SEPTEMBER 28, 2023

It stores models, organizes model versions, captures essential metadata and artifacts such as container images, and governs the approval status of each model. Alston Chan is a Software Development Engineer at Amazon Ads. Outside of work, he enjoys game development and rock climbing.

Machine Learning 109

Machine Learning Automation ML Data Science 109

PyImageSearch

DECEMBER 19, 2022

We will unravel the magic inside DepthAI API that allows various computer vision and deep learning applications to run on the OAK device. Finally, we will run a few computer vision and deep learning examples on the OAK-D device using the pre-trained public models from the OpenVino model zoo.

Neural Network 52

Neural Network Computer Vision Deep Learning Metadata 52

AWS Machine Learning Blog

JUNE 25, 2024

When the automated content processing steps are complete, you can use the output for downstream tasks, such as to invoke different components in a customer service backend application, or to insert the generated tags into metadata of each document for product recommendation.

Automation 119

Automation Prompt Engineering Prompt Engineer Categorization 119

Flipboard

DECEMBER 6, 2023

Given the right context, metadata, and instructions, a well-selected general purpose LLM can produce good-quality SQL as long as it has access to the right domain-specific context. She leads machine learning (ML) projects in various domains such as computer vision, natural language processing and generative AI.

Chatbots 168

Chatbots LLM Prompt Engineer Prompt Engineering 168

AWS Machine Learning Blog

MARCH 12, 2024

Clone the GitHub project: cd ~/ && git clone [link] Navigate to the project folder to build the enclave_base Docker image that contains the Nitro Enclaves Software Development Kit (SDK) for cryptographic attestation documents from the Nitro Hypervisor (this step can take up to 15 minutes): cd /nitro_llm/enclave_base docker build./ -t

Large Language Models 109

Large Language Models LLM Chatbots Natural Language Processing 109

AWS Machine Learning Blog

OCTOBER 8, 2024

In this blog post, we explore a comprehensive approach to time series forecasting using the Amazon SageMaker AutoMLV2 Software Development Kit (SDK). All other columns in the dataset are optional and can be used to include additional time-series related information or metadata about each item.

Machine Learning 90

Machine Learning Auto-complete Auto-classification Metadata 90

AWS Machine Learning Blog

NOVEMBER 16, 2023

The more detailed AI ToolSuite requirements were driven by three example use cases: Develop a computer vision application aimed at object detection at the edge. He has over 12 years of work experience as a data scientist, machine learning practitioner, and software developer.

Data Scientist 108

Data Scientist ML Data Science Machine Learning 108

Flipboard

DECEMBER 3, 2024

Building on years of experience in deploying ML and computer vision to address complex challenges, Syngenta introduced applications like NemaDigital, Moth Counter, and Productivity Zones. Efficient metadata storage with Amazon DynamoDB – To support quick and efficient data retrieval, document metadata is stored in Amazon DynamoDB.

Generative AI 150

Generative AI Metadata Machine Learning Natural Language Processing 150

Flipboard

NOVEMBER 24, 2023

This emergent ability in LLMs has compelled software developers to use LLMs as an automation and UX enhancement tool that transforms natural language to a domain-specific language (DSL): system instructions, API requests, code artifacts, and more. In his spare time, Clay enjoys skiing, solving Rubik’s cubes, reading, and cooking.

ETL 159

ETL Prompt Engineer Prompt Engineering Generative AI 159

The MLOps Blog

MARCH 21, 2023

To make that possible, your data scientists would need to store enough details about the environment the model was created in and the related metadata so that the model could be recreated with the same or similar outcomes. Version control for code is common in software development, and the problem is mostly solved.

Machine Learning 69

Machine Learning Data Scientist ML Metadata 69

AWS Machine Learning Blog

FEBRUARY 19, 2024

format that SageMaker Inference is expecting: model.joblib – For this implementation, we directly push the model metadata into the tarball. James’s work covers a wide range of ML use cases, with a primary interest in computer vision, deep learning, and scaling ML across the enterprise.

ML 113

ML Auto-complete Deep Learning Machine Learning 113

AWS Machine Learning Blog

AUGUST 8, 2023

For example, input images for an object detection use case might need to be resized or cropped before being served to a computer vision model, or tokenization of text inputs before being used in an LLM. However, in addition to model invocation, those DL application often entail preprocessing or postprocessing in an inference pipeline.

BERT 89

BERT Deep Learning Auto-classification Python 89

AWS Machine Learning Blog

JANUARY 9, 2025

Fine-tuning process and human validation The fine-tuning and validation process consisted of the following steps: Gathering a malware dataset To cover the breadth of malware techniques, families, and threat types, we collected a large dataset of malware samples, each with technical metadata.

Deep Learning 105

Deep Learning Neural Network Explainability AI 105

AWS Machine Learning Blog

DECEMBER 19, 2024

Common patterns for filtering data include: Filtering on metadata such as the document name or URL. Name: Bill GatesnBorn: October 28, 1955 (age 66)nEducation: Harvard University (dropped out)nOccupation: Software developer, investor, entrepreneurnSource: WikipedianTime: August 2022 Question: What is Bill Gatess occupation?

LLM 90

LLM Machine Learning Natural Language Processing ML 90