Data Science Dojo

JULY 17, 2023

It is used for machine learning, natural language processing, and computer vision tasks. Explore the top 10 machine learning demos and discover cutting-edge techniques that will take your skills to the next level. It has a large and active community of users and developers who can provide support and help.

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ODSC - Open Data Science

MAY 22, 2023

Hilpisch | The AI Quant | CEO The Python Quants & The AI Machine, Adjunct Professor of Computational Finance This session will cover the essential Python topics and skills that will enable you to apply AI and Machine Learning (ML) to Algorithmic Trading. You will explore questions like: What are the different types of ML algorithms?

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phData

APRIL 5, 2024

PDFs or scanned handwritten docs) and can answer questions about them using natural language. By harnessing the advancements of LLMs, users can now extract key information buried within large documents without any code or ML knowledge required. Document AI is a new Snowflake tool that ingests documents (e.g.,

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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

DECEMBER 14, 2023

In November 2022, we announced that AWS customers can generate images from text with Stable Diffusion models in Amazon SageMaker JumpStart , a machine learning (ML) hub offering models, algorithms, and solutions. This technique is particularly useful for knowledge-intensive natural language processing (NLP) tasks.

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Mlearning.ai

FEBRUARY 9, 2023

If you’re in the field of Natural Language Processing, you’ve probably heard about Hugging Face. Hugging Face is a library that provides pre-trained language models for NLP tasks such as text classification, sentiment analysis, and more. Hugging Face Hub is a platform with models, datasets, and demo applications.

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DataRobot Blog

SEPTEMBER 13, 2022

They develop and continuously optimize AI/ML models , collaborating with stakeholders across the enterprise to inform decisions that drive strategic business value. These might include—but are not limited to—deep learning, image recognition and natural language processing. Data scientists drive business outcomes.

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Heartbeat

FEBRUARY 28, 2024

Comet allows data scientists to track their machine learning experiments at every stage, from training to production, while Gradio simplifies the creation of interactive model demos and GUIs with just a few lines of Python code. Collaboration : Share experiments with team members, making it a collaborative hub for your ML projects.

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AWS Machine Learning Blog

APRIL 7, 2023

As one of the most prominent use cases to date, machine learning (ML) at the edge has allowed enterprises to deploy ML models closer to their end-customers to reduce latency and increase responsiveness of their applications. Even ground and aerial robotics can use ML to unlock safer, more autonomous operations. Choose Manage.

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AWS Machine Learning Blog

APRIL 3, 2023

We also demonstrate how you can engineer prompts for Flan-T5 models to perform various natural language processing (NLP) tasks. Task Prompt (template in bold) Model output Summarization Briefly summarize this paragraph: Amazon Comprehend uses natural language processing (NLP) to extract insights about the content of documents.

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The MLOps Blog

JUNE 27, 2023

Knowledge and skills in the organization Evaluate the level of expertise and experience of your ML team and choose a tool that matches their skill set and learning curve. Model monitoring and performance tracking : Platforms should include capabilities to monitor and track the performance of deployed ML models in real-time.

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AWS Machine Learning Blog

SEPTEMBER 1, 2023

We use Streamlit for the sample demo application UI. The following demo shows how response streaming revolutionizes the user experience. About the Authors Raghu Ramesha is a Senior ML Solutions Architect with the Amazon SageMaker Service team. Melanie L i, PhD, is a Senior AI/ML Specialist TAM at AWS based in Sydney, Australia.

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AWS Machine Learning Blog

OCTOBER 31, 2024

He focuses on building and maintaining scalable AI/ML products, like Amazon SageMaker Ground Truth and Amazon Bedrock Model Evaluation. In his free time, Sundar loves exploring new places, sampling local eateries and embracing the great outdoors. Alan Ismaiel is a software engineer at AWS based in New York City.

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Snorkel AI

OCTOBER 4, 2023

Artificial intelligence and machine learning (AI/ML) offer new avenues for credit scoring solutions and could usher in a new era of fairness, efficiency, and risk management. rent payments) These financial profiles are, by nature, limited in scope and fail to incorporate the enormous volume of data available about potential borrowers.

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AWS Machine Learning Blog

JUNE 28, 2023

Solution overview Amazon Rekognition and Amazon Comprehend are managed AI services that provide pre-trained and customizable ML models via an API interface, eliminating the need for machine learning (ML) expertise. Amazon Comprehend utilizes ML to analyze text and uncover valuable insights and relationships.

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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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Mlearning.ai

APRIL 3, 2023

Significance of the Vicuna Model for Natural Language Processing Research The Vicuna model is significant because it is one of the first open-source large language models trained with human generated data and generates coherent and creative text. Check out the Vicuna demo here and the corresponding research paper here.

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AWS Machine Learning Blog

AUGUST 1, 2023

In this post, we demonstrate how you can generate new images from existing base images using Amazon SageMaker , a fully managed service to build, train, and deploy ML models for at scale. Stable Diffusion is a text-to-image foundation model from Stability AI that powers the image generation process. Sandeep Verma is a Sr.

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AWS Machine Learning Blog

AUGUST 30, 2023

Generative AI is powered by machine learning (ML) models—very large models that are pre-trained on vast amounts of data and commonly referred to as foundation models (FMs). Our solution uses the FLAN-T5 XL FM, using Amazon SageMaker JumpStart , which is an ML hub offering algorithms, models, and ML solutions.

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Snorkel AI

OCTOBER 4, 2023

Artificial intelligence and machine learning (AI/ML) offer new avenues for credit scoring solutions and could usher in a new era of fairness, efficiency, and risk management. rent payments) These financial profiles are, by nature, limited in scope and fail to incorporate the enormous volume of data available about potential borrowers.

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Heartbeat

AUGUST 4, 2023

SAM Demo of Photo by Andre Hunter on Unsplash Natural Language Processing (NLP) studies have revolutionized in the last five years with large datasets and pre-trained, zero-shot, and few-shot generalizations. We’re committed to supporting and inspiring developers and engineers from all walks of life.

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AWS Machine Learning Blog

MAY 13, 2024

Evaluating LLMs is an undervalued part of the machine learning (ML) pipeline. We benchmark the results with a metric used for evaluating summarization tasks in the field of natural language processing (NLP) called Recall-Oriented Understudy for Gisting Evaluation (ROUGE).

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Towards AI

JULY 20, 2023

Jerome in his Study | Durer NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher | 03.14.21 Last Updated on July 20, 2023 by Editorial Team Author(s): Ricky Costa Originally published on Towards AI. Set the Controls for the ♥ of the Sun NERD OVERLOAD Happy Pi Day! Keep shape of each sample dynamic.

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The MLOps Blog

MAY 10, 2023

When working on real-world machine learning (ML) use cases, finding the best algorithm/model is not the end of your responsibilities. Reusability & reproducibility: Building ML models is time-consuming by nature. These 3 operations work in harmony to simplify the whole model management process.

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AWS Machine Learning Blog

NOVEMBER 17, 2023

Amazon Rekognition Content Moderation , a capability of Amazon Rekognition , automates and streamlines image and video moderation workflows without requiring machine learning (ML) experience. This process involves the utilization of both ML and non-ML algorithms. The following diagram illustrates this architecture.

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Snorkel AI

SEPTEMBER 26, 2023

AI helps compliance officers and financial regulators process an ever-growing stream of data and use that data to identify and predict patterns of suspicious activity using machine learning (ML). AI can process large amounts of data quickly, freeing up compliance officers to reallocate their expertise. Book a demo today.

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Snorkel AI

OCTOBER 4, 2023

Artificial intelligence and machine learning (AI/ML) offer new avenues for credit scoring solutions and could usher in a new era of fairness, efficiency, and risk management. rent payments) These financial profiles are, by nature, limited in scope and fail to incorporate the enormous volume of data available about potential borrowers.

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Snorkel AI

SEPTEMBER 26, 2023

AI helps compliance officers and financial regulators process an ever-growing stream of data and use that data to identify and predict patterns of suspicious activity using machine learning (ML). AI can process large amounts of data quickly, freeing up compliance officers to reallocate their expertise. Book a demo today.

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AI AI Natural Language Processing Machine Learning 59

Mlearning.ai

FEBRUARY 24, 2024

Source: elegantthemes.com Writesonic leverages the power of artificial intelligence and natural language processing to generate human-like text that’s indistinguishable from content written by human hands (or keyboards, in this case). Unlock Your Creativity: Try Now! But what sets it apart from other AI writing tools?

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Snorkel AI

MARCH 19, 2024

Google’s thought leadership in AI is exemplified by its groundbreaking advancements in native multimodal support (Gemini), natural language processing (BERT, PaLM), computer vision (ImageNet), and deep learning (TensorFlow). This demo steps you through the iterative approach and we cover the steps in detail below.

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Snorkel AI

MARCH 19, 2024

Google’s thought leadership in AI is exemplified by its groundbreaking advancements in native multimodal support (Gemini), natural language processing (BERT, PaLM), computer vision (ImageNet), and deep learning (TensorFlow). This demo steps you through the iterative approach and we cover the steps in detail below.

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AI AI Data Scientist ML 52

ODSC - Open Data Science

SEPTEMBER 19, 2024

Streamlining Government Regulatory Responses with Natural Language Processing, GenAI, and Text Analytics Through text analytics, linguistic rules are used to identify and refine how each unique statement aligns with a different aspect of the regulation.

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IBM Journey to AI blog

JULY 11, 2023

Better machine learning (ML) algorithms, more access to data, cheaper hardware and the availability of 5G have contributed to the increasing application of AI in the healthcare industry, accelerating the pace of change. An MIT group developed an ML algorithm to determine when a human expert is needed.

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DrivenData Labs

DECEMBER 10, 2023

Currently, published research may be spread across a variety of different publishers, including free and open-source ones like those used in many of this challenge's demos (e.g. degree in AI and ML specialization from Gujarat University, earned in 2019. He also boasts several years of experience with Natural Language Processing (NLP).

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AWS Machine Learning Blog

AUGUST 14, 2023

Amazon SageMaker JumpStart is a machine learning (ML) hub offering algorithms, models, and ML solutions. The code for all the steps in this demo is available in the following notebook. LLMs have demonstrated remarkable capabilities in learning the semantics of natural language and producing human-like responses.

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Towards AI

JULY 21, 2023

Photo by adrianna geo on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher | 08.23.20 A toolkit that allows the developer to dig deep into language models, in addition to dataset visualization. I tend to view LIT as an ML demo on steroids for prototyping. Fury What a week.

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Towards AI

JULY 21, 2023

Photo by Will Truettner on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher | 07.26.20 The demo is for building/training an NER LSTM model. It uses the 2 model architecture: sparse search via Elasticsearch and then a ranker ML model. Primus The Liber Primus is unsolved to this day.

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