Data Science Dojo

JULY 26, 2023

In this article, we are getting an overview of LLM and some of the best Large Language Models that exist today. In 2023, Artificial Intelligence (AI) is a hot topic, captivating millions of people worldwide. PaLM 2 PaLM 2 (Bison-001) is a large language model from Google AI. Business: GPT-3.5

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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. Watch this video demo for a step-by-step guide. The following diagram illustrates the end-to-end flow.

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Flipboard

MAY 1, 2025

For MCP implementation, you need a scalable infrastructure to host these servers and an infrastructure to host the large language model (LLM), which will perform actions with the tools implemented by the MCP server. You can deploy your model or LLM to SageMaker AI hosting services and get an endpoint that can be used for real-time inference.

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Dataconomy

JULY 19, 2023

Meta AI pulled the curtain back on Llama 2, the latest addition to their innovative family of AI models. Meta AI unveils Llama 2 Handpicked from a buffet of publicly accessible data, the training grounds of Llama 2 have been as diverse as they are extensive. We’ll explore how to use Llama 2 too, so stay tuned.

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Flipboard

JANUARY 9, 2025

With Amazon Bedrock Agents, you can orchestrate multi-step processes and integrate with enterprise data using natural language instructions. With Amazon Bedrock Agents, you can orchestrate multi-step processes and integrate with enterprise data using natural language instructions.

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Flipboard

JUNE 16, 2023

Large language models have increased due to the ongoing development and advancement of artificial intelligence, which has profoundly impacted the state of natural language processing in various fields. They want FinGPT to act as a catalyst for fostering innovation in the finance industry.

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Data Science Dojo

SEPTEMBER 13, 2023

What are chatbots? AI chatbots are smart computer programs that can process and understand users’ requests and queries in voice and text. AI chatbots are widely used today from personal assistance to customer service and much more. AI chatbots are widely used today from personal assistance to customer service and much more.

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AWS Machine Learning Blog

APRIL 7, 2025

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies and AWS. This feature allows customers with complex IT systems to incorporate data into generative AI applications without restructuring or migrating data sources.

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Data Science Dojo

JULY 17, 2023

In recent years, there has been a growing interest in the use of artificial intelligence (AI) for data analysis. AI tools can automate many of the tasks involved in data analysis, and they can also help businesses to discover new insights from their data. Top 10 AI tools for data analysis AI Tools for Data Analysis 1.

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AWS Machine Learning Blog

DECEMBER 18, 2024

Many enterprise customers across various industries are looking to adopt Generative AI to drive innovation, user productivity, and enhance customer experience. Enter the following information for your Amazon Q Business application: Application name : Enter a name for quick identification, such as my-demo-application. Choose Create.

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AWS Machine Learning Blog

OCTOBER 11, 2024

Prerequisites To run this demo in your AWS account, complete the following prerequisites: Create an AWS account if you don’t already have one. Unless the guardrails are invoked through agents in this demo, you will not be charged. His area of research is all things natural language (like NLP, NLU, and NLG).

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Flipboard

APRIL 24, 2025

Recent advances in generative AI have led to the rapid evolution of natural language to SQL (NL2SQL) technology, which uses pre-trained large language models (LLMs) and natural language to generate database queries in the moment. The demo code is available in the GitHub repository.

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AWS Machine Learning Blog

OCTOBER 31, 2024

Amazon SageMaker Ground Truth enables the creation of high-quality, large-scale training datasets, essential for fine-tuning across a wide range of applications, including large language models (LLMs) and generative AI. George King is a summer 2024 intern at Amazon AI. Yinan Lang is a software engineer at AWS GroundTruth.

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Applied Data Science

DECEMBER 23, 2022

Linking to demos so that you can also review them yourself Have you been finding the leaps of AI in the last past years impressive? Language generation ? Biology We provide links to all currently available demos: many of this year’s inventions come with a demo that allows you to personally interact with a model.

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Flipboard

JUNE 2, 2025

In these days, it is more common to companies adopting AI-first strategy to stay competitive and more efficient. As generative AI adoption grows, the technologys ability to solve problems is also improving (an example is the use case to generate comprehensive market report). To inspect the graph built, Graph Explorer is a great tool.

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Flipboard

MARCH 31, 2025

The enterprise AI landscape is undergoing a seismic shift as agentic systems transition from experimental tools to mission-critical business assets. In 2025, AI agents are expected to become integral to business operations, with Deloitte predicting that 25% of enterprises using generative AI will deploy AI agents, growing to 50% by 2027.

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IBM Journey to AI blog

JANUARY 29, 2024

This technological revolution is now possible, thanks to the innovative capabilities of generative AI powered automation. With today’s advancements in AI Assistant technology, companies can achieve business outcomes at an unprecedented speed, turning the once seemingly impossible into a tangible reality.

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Data Science Dojo

NOVEMBER 16, 2023

For this demo we are using employee sample data csv file which is uploaded in colab’s environment. Creating vectorstore For this demonstration, we are going to use FAISS vectorstore. Facebook AI Similarity Search (Faiss) is a library for efficient similarity search and clustering of dense vectors.

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Flipboard

JULY 24, 2023

It has an official website from which you can access the premium version of Quivr by clicking on the button ‘Try demo.’ It also helps in generating information and producing more data with the help of the Natural Language Processing technique. Text and multimedia are two common types of unstructured content.

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AWS Machine Learning Blog

NOVEMBER 7, 2023

Today, we are excited to unveil three generative AI demos, licensed under MIT-0 license : Amazon Kendra with foundational LLM – Utilizes the deep search capabilities of Amazon Kendra combined with the expansive knowledge of LLMs. Having the right setup in place is the first step towards a seamless deployment of the demos.

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AWS Machine Learning Blog

NOVEMBER 22, 2023

Now all you need is some guidance on generative AI and machine learning (ML) sessions to attend at this twelfth edition of re:Invent. And although generative AI has appeared in previous events, this year we’re taking it to the next level. And although our track focuses on generative AI, many other tracks have related sessions.

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AWS Machine Learning Blog

MARCH 14, 2025

In this post, we create a computer use agent demo that provides the critical orchestration layer that transforms computer use from a perception capability into actionable automation. This demo deploys a containerized application using AWS Fargate across two Availability Zones in the us-west-2 Region.

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AWS Machine Learning Blog

NOVEMBER 21, 2024

As generative AI models advance in creating multimedia content, the difference between good and great output often lies in the details that only human feedback can capture. The path to creating effective AI models for audio and video generation presents several distinct challenges.

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Towards AI

JULY 21, 2023

Last Updated on July 21, 2023 by Editorial Team Author(s): Ricky Costa Originally published on Towards AI. Photo by Kunal Shinde on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher | 08.09.20 Why do so many AI projects fail? Where are those commonsense reasoning demos?

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AWS Machine Learning Blog

JANUARY 31, 2024

Embeddings play a key role in natural language processing (NLP) and machine learning (ML). Text embedding refers to the process of transforming text into numerical representations that reside in a high-dimensional vector space. He is deeply passionate about exploring the possibilities of generative AI.

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AssemblyAI

SEPTEMBER 19, 2024

AI voice bots are rapidly transforming how businesses handle customer interactions, with recent studies estimating that by 2025, 95% of customer service interactions will be managed by AI agents. Voice-based AI technology is growing at a rate of 19.8% Create a new file in the project directory called main.py

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Dataconomy

MARCH 21, 2023

What can Runway AI Gen-2 do for you? C) Using generative AI tools to combine other images for a similar video. With Runway AI Gen-2, if you can say it, you can see it era begins. What is Runway AI Gen-2? The videos made by Gen-2 Runway AI are very outstanding in comparison to what is already on the market.

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Dataconomy

MARCH 21, 2023

What can Runway AI Gen-2 do for you? C) Using generative AI tools to combine other images for a similar video. With Runway AI Gen-2, if you can say it, you can see it era begins. What is Runway AI Gen-2? The videos made by Gen-2 Runway AI are very outstanding in comparison to what is already on the market.

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DrivenData Labs

DECEMBER 10, 2023

We are very interested in how AI-based research assistants can help NASA, and we received a diverse variety of cutting-edge AI approaches from around the globe in the Research Rovers challenge. degree in AI and ML specialization from Gujarat University, earned in 2019. He holds an M.S.

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AWS Machine Learning Blog

SEPTEMBER 1, 2023

Now you can continuously stream inference responses back to the client when using SageMaker real-time inference to help you build interactive experiences for generative AI applications such as chatbots, virtual assistants, and music generators. This lowers the time-to-first-byte for your generative AI applications.

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ODSC - Open Data Science

AUGUST 29, 2023

Since OpenAI’s ChatGPT kicked down the door and brought large language models into the public imagination, being able to fully utilize these AI models has quickly become a much sought-after skill. With that said, companies are now realizing that to bring out the full potential of AI, prompt engineering is a must.

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Dataconomy

MAY 2, 2023

Yes, the Godfather of AI leaves Google. Geoffrey Hinton, widely regarded as the godfather of artificial intelligence (AI), has announced his departure from Google, and he now regretted his work. Actually, I left so that I could talk about the dangers of AI without considering how this impacts Google.

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IBM Journey to AI blog

JUNE 5, 2024

That’s why today’s application analytics platforms rely on artificial intelligence (AI) and machine learning (ML) technology to sift through big data, provide valuable business insights and deliver superior data observability. AI- and ML-generated SaaS analytics enhance: 1. What are application analytics?

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AWS Machine Learning Blog

MAY 13, 2024

This 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, Stability AI, and Amazon through a single API. It’s serverless, so you don’t have to manage any infrastructure.

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AWS Machine Learning Blog

AUGUST 30, 2023

It enables translation of reports into human readable language, thereby alleviating the patients’ burden of reading through lengthy and obscure reports. To solve this problem, we propose the use of generative AI, a type of AI that can create new content and ideas, including conversations, stories, images, videos, and music.

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Data Science Dojo

NOVEMBER 16, 2023

For this demo we are using employee sample data csv file which is uploaded in colab’s environment. CREATING VECTORSTORE For this demonstration, we are going to use FAISS vectorstore. Gradio Interface Setup: with gr.Blocks() as demo : Initializes a Gradio interface block. read_csv ( dataset.name)   return df.

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ODSC - Open Data Science

DECEMBER 13, 2023

In a new report , UC Berkeley researchers have introduced Starling-7B, a revolutionary large language model crafted using Reinforcement Learning from AI Feedback or RLAIF. Researchers hope that this model will help to redefine the landscape of natural language processing, incorporating cutting-edge technologies and methodologies.

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