AI Strategy, Generative AI and Python - Artificial Intelligence Zone

AI courses to boost your skills and stay ahead

AI News

NOVEMBER 13, 2024

Participants learn the basics of AI, strategies for aligning their career paths with AI advancements, and how to use AI responsibly. The course is ideal for individuals at any career stage who wish to understand AI’s impact on the job market and adapt proactively.

Prompt Engineering

Prompt Engineering Prompt Engineer Artificial Intelligence Artificial Intelligence

AI Bias & Cultural Stereotypes: Effects, Limitations, & Mitigation

Unite.AI

OCTOBER 4, 2023

Artificial Intelligence (AI), particularly Generative AI , continues to exceed expectations with its ability to understand and mimic human cognition and intelligence. However, in many cases, the outcomes or predictions of AI systems can reflect various types of AI bias, such as cultural and racial.

Artificial Intelligence

Artificial Intelligence Artificial Intelligence AI AI

Exploring the AI and data capabilities of watsonx

IBM Journey to AI blog

JULY 17, 2023

is our enterprise-ready next-generation studio for AI builders, bringing together traditional machine learning (ML) and new generative AI capabilities powered by foundation models. With watsonx.ai, businesses can effectively train, validate, tune and deploy AI models with confidence and at scale across their enterprise.

Machine Learning

Machine Learning Metadata Automation AI

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AI for Paralegals: Everything You Need to Know (and How to Use It Safely)

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Meta SAM 2.1 is now available in Amazon SageMaker JumpStart

AWS Machine Learning Blog

FEBRUARY 11, 2025

in SageMaker JumpStart SageMaker JumpStart provides FMs through two primary interfaces: SageMaker Studio and the SageMaker Python SDK. Alternatively, you can use the SageMaker Python SDK to programmatically access and use SageMaker JumpStart models. You can deploy any of the selected models on SageMaker AI. Deploy Meta SAM 2.1

Computer Vision

Computer Vision ML Python Automation

Build a RAG-based QnA application using Llama3 models from SageMaker JumpStart

AWS Machine Learning Blog

SEPTEMBER 12, 2024

Organizations generate vast amounts of data that is proprietary to them, and it’s critical to get insights out of the data for better business outcomes. Generative AI and foundation models (FMs) play an important role in creating applications using an organization’s data that improve customer experiences and employee productivity.

LLM

LLM Generative AI Metadata Python

Mixtral 8x22B is now available in Amazon SageMaker JumpStart

AWS Machine Learning Blog

MAY 17, 2024

You can now discover and deploy Mixtral-8x22B with a few clicks in Amazon SageMaker Studio or programmatically through the SageMaker Python SDK, enabling you to derive model performance and MLOps controls with SageMaker features such as Amazon SageMaker Pipelines , Amazon SageMaker Debugger , or container logs. Preston Tuggle is a Sr.

LLM

LLM Python Machine Learning Algorithm

Simple guide to training Llama 2 with AWS Trainium on Amazon SageMaker

AWS Machine Learning Blog

MAY 1, 2024

For more information on Trainium Accelerator chips, refer to Achieve high performance with lowest cost for generative AI inference using AWS Inferentia2 and AWS Trainium on Amazon SageMaker. This image is also compatible with Python 3.10, indicated by the py310, and is based on Ubuntu 20.04.

ML

ML Auto-complete Deep Learning Generative AI

Advanced RAG patterns on Amazon SageMaker

AWS Machine Learning Blog

MARCH 28, 2024

These generative AI applications are not only used to automate existing business processes, but also have the ability to transform the experience for customers using these applications. LangChain is an open source Python library designed to build applications with LLMs. license, for use without restrictions.

LLM

LLM Auto-complete Auto-classification Generative AI

The 17 Most Popular AI Software Products for 2024

Viso.ai

NOVEMBER 19, 2023

Such tasks include image recognition , video analytics , generative AI, voice recognition, text recognition, and NLP. The strategic importance of AI technology is growing exponentially across industries. Many businesses are exploring and investing in AI solutions to stay competitive and enhance their business processes.

Computer Vision

Computer Vision Machine Learning Natural Language Processing Deep Learning

Deploy DeepSeek-R1 Distilled Llama models in Amazon Bedrock

AWS Machine Learning Blog

JANUARY 29, 2025

Open foundation models (FMs) have become a cornerstone of generative AI innovation, enabling organizations to build and customize AI applications while maintaining control over their costs and deployment strategies. You can customize the retry behavior using the AWS SDK for Python (Boto3) Config object.

Auto-complete

Auto-complete Generative AI Data Scientist ML

Deploy DeepSeek-R1 distilled Llama models with Amazon Bedrock Custom Model Import

AWS Machine Learning Blog

JANUARY 29, 2025

Open foundation models (FMs) have become a cornerstone of generative AI innovation, enabling organizations to build and customize AI applications while maintaining control over their costs and deployment strategies. You can customize the retry behavior using the AWS SDK for Python (Boto3) Config object.

Auto-complete

Auto-complete Generative AI Data Scientist ML

Syngenta develops a generative AI assistant to support sales representatives using Amazon Bedrock Agents

Flipboard

DECEMBER 3, 2024

Syngenta and AWS collaborated to develop Cropwise AI , an innovative solution powered by Amazon Bedrock Agents , to accelerate their sales reps’ ability to place Syngenta seed products with growers across North America. Generative AI is reshaping businesses and unlocking new opportunities across various industries.

Generative AI

Generative AI Metadata Machine Learning Natural Language Processing

Taipy or How to Remove Major Hurdles with Your AI/Data Projects

Marktechpost

MARCH 22, 2024

At the heart of these different software projects were algorithms based on Mathematical Programming, Simulation, and Heuristics, as well as AI models based on ML and generative AI. Despite all the hype around AI and Data, many organizations (outside of the software industry) struggle to implement a successful AI strategy.

Data Scientist

Data Scientist Python Algorithm AI

Best practices for prompt engineering with Meta Llama 3 for Text-to-SQL use cases

AWS Machine Learning Blog

AUGUST 30, 2024

With the rapid growth of generative artificial intelligence (AI), many AWS customers are looking to take advantage of publicly available foundation models (FMs) and technologies. Install the AWS Command Line Interface (AWS CLI) and have the Amazon SDK for Python (Boto3) set up. Armando Diaz is a Solutions Architect at AWS.

Prompt Engineering

Prompt Engineering Prompt Engineer Metadata Generative AI

Embodied AI Chess with Amazon Bedrock

AWS Machine Learning Blog

NOVEMBER 27, 2024

Generative AI continues to transform numerous industries and activities, with one such application being the enhancement of chess, a traditional human game, with sophisticated AI and large language models (LLMs). Each arm is controlled by different FMs—base or custom. The demo offers a few gameplay options.

Robotics

Robotics Generative AI AI AI

Unearth insights from audio transcripts generated by Amazon Transcribe using Amazon Bedrock

AWS Machine Learning Blog

NOVEMBER 6, 2024

Generative AI continues to push the boundaries of what’s possible. One area garnering significant attention is the use of generative AI to analyze audio and video transcripts, increasing our ability to extract valuable insights from content stored in audio or video files. The code artifacts are in Python.

Auto-complete

Auto-complete Machine Learning Generative AI Large Language Models

Artificial Intelligence Zone

AI courses to boost your skills and stay ahead

AI Bias & Cultural Stereotypes: Effects, Limitations, & Mitigation

Webinars

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Exploring the AI and data capabilities of watsonx

Webinars

Meta SAM 2.1 is now available in Amazon SageMaker JumpStart

Build a RAG-based QnA application using Llama3 models from SageMaker JumpStart

Mixtral 8x22B is now available in Amazon SageMaker JumpStart

Simple guide to training Llama 2 with AWS Trainium on Amazon SageMaker

Advanced RAG patterns on Amazon SageMaker

The 17 Most Popular AI Software Products for 2024

Deploy DeepSeek-R1 Distilled Llama models in Amazon Bedrock

Deploy DeepSeek-R1 distilled Llama models with Amazon Bedrock Custom Model Import

Syngenta develops a generative AI assistant to support sales representatives using Amazon Bedrock Agents

Taipy or How to Remove Major Hurdles with Your AI/Data Projects

Best practices for prompt engineering with Meta Llama 3 for Text-to-SQL use cases

Embodied AI Chess with Amazon Bedrock

Unearth insights from audio transcripts generated by Amazon Transcribe using Amazon Bedrock

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