Towards AI

FEBRUARY 8, 2024

Author(s): Towards AI Editorial Team Originally published on Towards AI. If you have good Python and web dev skills, reach out in the thread! If you have good Python and web dev skills, reach out in the thread! Good morning, fellow AI enthusiasts! Keep an eye on this section, too — we share cool opportunities every week!

Neural Network 88

Neural Network AI AI Large Language Models 88

NVIDIA

MARCH 1, 2024

They’re also transparent — providing information such as accuracy benchmarks or a description of the training dataset — to various audiences including regulatory authorities, developers and consumers. What Is Trustworthy AI? Principles of Trustworthy AI Trustworthy AI principles are foundational to NVIDIA’s end-to-end AI development.

AI 136

AI AI AI Modeling Algorithm 136

AWS Machine Learning Blog

MARCH 27, 2024

Custom datasets can include highly proprietary data that is consistent with your brand guidelines or specific styles such as a previous campaign. To address these use cases and generate fully personalized images, you can fine-tune Amazon Titan Image Generator with your own data using custom models for Amazon Bedrock.

Prompt Engineer 86

Prompt Engineer Prompt Engineering Data Scientist Machine Learning 86

AWS Machine Learning Blog

APRIL 9, 2024

With Knowledge Bases for Amazon Bedrock , you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for Retrieval Augmented Generation (RAG). Access to additional data helps the model generate more relevant, context-specific, and accurate responses without retraining the FMs. It allows you to fetch up to 100 results.

Machine Learning 114

Machine Learning Prompt Engineer Prompt Engineering Artificial Intelligence 114

AWS Machine Learning Blog

MARCH 13, 2024

Create a notebook instance called DemoNotebookInstance and the security guidelines as outlined in How to configure security in Amazon SageMaker. To develop models for such use cases, data scientists need access to various datasets like credit decision engines, customer transactions, risk appetite, and stress testing.

Data Scientist 89

Data Scientist Big Data Artificial Intelligence Artificial Intelligence 89

Towards AI

FEBRUARY 25, 2023

Last Updated on March 1, 2023 by Editorial Team Author(s): Samuel Van Ackere Originally published on Towards AI. It provides a Web-based user interface for creating, managing, and monitoring data flow and a range of pre-built connectors and processors for performing data processing tasks. and PostgreSQL 14.4

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AWS Machine Learning Blog

DECEMBER 14, 2023

Prompt templates and guidelines – Many companies and organizations provide users with a set of predefined prompt templates and guidelines. This technique is particularly useful for knowledge-intensive natural language processing (NLP) tasks. We now extend its transformative touch to the world of text-to-image generation.

Natural Language Processing 94

Natural Language Processing LLM Prompt Engineer Prompt Engineering 94

AWS Machine Learning Blog

NOVEMBER 17, 2023

A rules engine evaluates moderation guidelines, determining the frequency of stream sampling and the applicable moderation categories, all within predefined policies. With the increased usage of live streaming, the need for effective content moderation becomes even more crucial. Some platforms require flexible moderation frequency control.

ML 88

ML Natural Language Processing Algorithm Computer Vision 88

AWS Machine Learning Blog

NOVEMBER 22, 2023

To follow along with this post, you should be familiar with the previous posts in this series ( Part 1 and Part 2 ) and the guidelines in Guidance for Intelligent Document Processing on AWS. When a customer has a production-ready intelligent document processing (IDP) workload, we often receive requests for a Well-Architected review.

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AWS Machine Learning Blog

NOVEMBER 7, 2023

The following steps outline the process when a user interacts with the generative AI app: The user logs in to the web app authenticated by Amazon Cognito. However, their training on massive datasets also limits their usefulness for specialized tasks. Furthermore, the cost to train new LLMs can prove prohibitive for many enterprise settings.

Large Language Models 94

Large Language Models Generative AI LLM AI 94

Marktechpost

OCTOBER 27, 2023

Self-regulation mechanisms to ensure the AI stays within predefined boundaries and ethical guidelines. Here are the main things a software application must have, to differentiate them from AI agents: User Interface (UI): Graphical User Interface (GUI) for desktop, mobile, or web applications. SQL databases).

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Artificial Intelligence Artificial Intelligence Large Language Models AI 97

Marktechpost

JULY 1, 2023

Sudowrite Authors can save time using Sudowrite, an advanced AI writing tool, to write their novels or film. Many famous authors and journalists have complimented it, and it has been featured in high-profile journals like The New Yorker, The New York Times, and The Verge. Human++, Inc.

Artificial Intelligence 89

Artificial Intelligence Artificial Intelligence AI AI 89

O'Reilly Media

APRIL 23, 2024

Why is it that Google, a company once known for its distinctive “Do no evil” guideline, is now facing the same charges of “surveillance capitalism” as Facebook, a company that never made such claims? What Is Economic Rent? For example, consider drug pricing. They are a price that we pay for a rising tide of innovation.

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BERT Algorithm AI AI 108

AWS Machine Learning Blog

NOVEMBER 2, 2023

For our example, a teacher inputs the Kids and Bicycle Safety guidelines from the United States Department of Transportation. Generative AI models, in particular large language models (LLMs), have dramatically sped up AI’s impact on education. For the input text, we use the file bike.safe.riding.tips.txt.

Generative AI 103

Generative AI AI AI Data Scientist 103

AWS Machine Learning Blog

MARCH 29, 2023

AIDA is a web-based platform that allows program managers and evaluators to expand their evidence base by searching existing data in a smarter, more efficient, and innovative way to produce insights and lessons learned. The UNICC was responsible for developing the AIDA web portal and human-in-the-loop interface.

ML 69

ML Metadata Data Ingestion Data Extraction 69

AWS Machine Learning Blog

OCTOBER 6, 2023

One such component is a feature store, a tool that stores, shares, and manages features for machine learning (ML) models. Features are the inputs used during training and inference of ML models. For instance, in an application that recommends movies, features could include previous ratings, preference categories, and demographics.

Generative AI 111

Generative AI LLM Natural Language Processing Metadata 111

Sebastian Ruder

AUGUST 15, 2021

They provide the following guidelines for MT evaluation: Don’t use BLEU exclusively, do statistical significance testing, do not copy numbers from prior work, compare systems using the same pre-processed data. An increasing number of papers copy scores from previous work. combine neural networks with a non-parametric memory.

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AWS Machine Learning Blog

SEPTEMBER 14, 2023

Amazon Cognito User Pools can be integrated with third-party identity providers that support several frameworks used for access control, including Open Authorization (OAuth), OpenID Connect (OIDC), or Security Assertion Markup Language (SAML). With generative AI, there is currently a paradigm shift in how users search and find information.

Generative AI 94

Generative AI LLM Large Language Models Software Engineer 94

IBM Journey to AI blog

JULY 28, 2023

Security teams don’t need to track all of these vulnerabilities, but they do need a way to identify and resolve the ones that pose a potential threat to their systems. That’s what the vulnerability management lifecycle is for. A typical round of the lifecycle has five stages: Asset inventory and vulnerability assessment.

Automation 172

Automation AI AI 172

Unite.AI

MAY 3, 2024

Content creation can get tricky, especially if you're a team generating marketing content across multiple channels. But what if there was a single platform you could use to instantly develop highly engaging content for your emails, ads, social media captions, and blog articles? Luckily, there is, and it's called Anyword ! Extremely user-friendly.

AI 130

AI AI NLP Natural Language Processing 130

AWS Machine Learning Blog

APRIL 24, 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 using a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Conversational AI 108

Conversational AI LLM AI AI 108

Towards AI

APRIL 11, 2023

Last Updated on April 12, 2023 by Editorial Team Author(s): Ketan Bhavsar Originally published on Towards AI. In today’s digital era, mobile and web applications have become a crucial part of our lives. In this article, I’ll share my experience and learnings from building a sample app with Flutter and ChatGPT.

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ChatGPT AI Tools AI AI 90

AWS Machine Learning Blog

FEBRUARY 8, 2024

Generative AI agents are a versatile and powerful tool for large enterprises. They can enhance operational efficiency, customer service, and decision-making while reducing costs and enabling innovation. This significantly reduces the burden on human resources and allows employees to focus on more strategic and creative tasks.

Automation 120

Automation Generative AI Categorization Python 120

PyImageSearch

OCTOBER 2, 2023

Figure 2: Variational Autoencoder Architecture Diagram (source: image created by the author for the LearnOpenCV Blog ). The highlight will be the VAE training on the Fashion-MNIST data, followed by a detailed post-training analysis. This will encompass experiments ranging from latent space visualization to image generation.

Computer Vision 120

Computer Vision Deep Learning Neural Network Auto-complete 120

AWS Machine Learning Blog

APRIL 16, 2024

Amazon SageMaker Studio provides a fully managed solution for data scientists to interactively build, train, and deploy machine learning (ML) models. In the process of working on their ML tasks, data scientists typically start their workflow by discovering relevant data sources and connecting to them.

Data Scientist 90

Data Scientist Generative AI ML Machine Learning 90

AWS Machine Learning Blog

MAY 9, 2024

This post is co-written with Tom Famularo, Abhay Shah and Nicolette Kontor from Verisk. Verisk (Nasdaq: VRSK) is a leading data analytics and technology partner for the global insurance industry. The company is committed to ethical and responsible AI development, with human oversight and transparency.

Insight Engine 114

Insight Engine Generative AI LLM AI 114

AWS Machine Learning Blog

NOVEMBER 24, 2023

The README file contains all the information you need to get started, from requirements to deployment guidelines. Unlocking the power of generative AI in retail Generative AI has captured the attention of boards and CEOs worldwide, prompting them to ask, “How can we leverage generative AI for our business?”

Automation 93

Automation Generative AI Machine Learning Natural Language Processing 93

AWS Machine Learning Blog

MAY 1, 2024

Numerous customers face challenges in managing diverse data sources and seek a chatbot solution capable of orchestrating these sources to offer comprehensive answers. This post presents a solution for developing a chatbot capable of answering queries from both documentation and databases, with straightforward deployment. Virginia) AWS Region.

Chatbots 98

Chatbots Automation Machine Learning DevOps 98

AWS Machine Learning Blog

NOVEMBER 30, 2023

Detecting and managing these risks, as prescribed by evolving guidelines and regulations, such as ISO 42001 and EU AI Act, is challenging. The sheer number of metrics make it hard to filter down to ones that are truly relevant for their use-cases. FMEval allows you to upload your own prompt datasets and algorithms.

Large Language Models 88

Large Language Models LLM Algorithm Responsible AI 88

Dlabs.ai

MARCH 9, 2022

The Black Swan Author: Nassim Taleb Let’s start with one of the least obvious titles. High Output Management Author: Andrew Grove In this business-centric book, Intel’s former chairman and CEO shares his perspective on building and running a global company. Now, you may be asking how you can acquire such a broad skill set?

Data Scientist 52

Data Scientist Machine Learning Python Data Science 52

AWS Machine Learning Blog

NOVEMBER 22, 2023

An intelligent document processing (IDP) project usually combines optical character recognition (OCR) and natural language processing (NLP) to read and understand a document and extract specific terms or words. It also provides guidance to tackle common challenges, enabling you to architect your IDP workloads according to best practices.

IDP 81

IDP Auto-classification Machine Learning Auto-complete 81

AWS Machine Learning Blog

MAY 15, 2024

Crafting new questions for exams and quizzes can be tedious and time-consuming for educators. The time required varies based on factors like subject matter, question types, experience level, and class level. With the ability to scale up to 200,000-token context windows, Anthropic Claude v2.1 on Amazon Bedrock is our preferred choice for this post.

Prompt Engineer 87

Prompt Engineer Prompt Engineering Generative AI Python 87

Heartbeat

MAY 29, 2023

We will also examine the challenges associated with LLMs, such as bias, privacy concerns, and ethical considerations. We will explore how to better understand the data that these models are trained on, and how to evaluate and optimize them for real-world use. This process ensures that the dataset is of high quality and suitable for machine learning.

Large Language Models 78

Large Language Models LLM Machine Learning Natural Language Processing 78

Mlearning.ai

SEPTEMBER 4, 2023

“Take” “Take” refers to the traditional software-as-a-service (SaaS) model where you use the software “as is” off-the-shelf. There are various options available. They include: Public access: Access to closed tools like OpenAI’s ChatGPT may be viable for some organizations. These services target power users but may not be appropriate for businesses.

Generative AI 52

Generative AI Large Language Models AI AI 52

AWS Machine Learning Blog

MAY 30, 2023

Now, Ground Truth Plus is serving customers who need data labeling and human feedback for fine-tuning foundation models for generative AI applications. In this post, you will learn about recent advancements in human feedback for generative AI available through SageMaker Ground Truth Plus.

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The MLOps Blog

JUNE 27, 2023

Below, you will find some key factors to consider when assessing MLOps tools and platforms, depending on your needs and preferences. For example, if you use AWS, you may prefer Amazon SageMaker as an MLOps platform that integrates with other AWS services. For example, neptune.ai and Pandas or Apache Spark DataFrames.

Machine Learning 134

Machine Learning Metadata Data Quality Data Scientist 134

Dlabs.ai

FEBRUARY 24, 2021

Before we dive into the details, let’s clarify who this guide is for. If you’re focused on a project with numerous stored charts, you’ve tested a couple of metrics, or you’ve been working iteratively on an algorithm — well, we have the resource for you. But why focus on MLflow? AI/ML conferences worldwide are also giving it more focus.

Auto-complete 52

Auto-complete Machine Learning ML Explainability 52