ODSC - Open Data Science

FEBRUARY 13, 2023

These videos are a part of the ODSC/Microsoft AI learning journe y which includes videos, blogs, webinars, and more. How Deep Neural Networks Work and How We Put Them to Work at Facebook Deep learning is the technology driving today’s artificial intelligence boom.

Neural Network 98

Neural Network Convolutional Neural Networks Deep Learning Machine Learning 98

ODSC - Open Data Science

MARCH 20, 2023

Finally, Tuesday is the first day of the AI Expo and Demo Hall , where you can connect with our conference partners and check out the latest developments and research from leading tech companies. This will also be the last day to connect with our partners in the AI Expo and Demo Hall.

Data Science 98

Data Science NLP Categorization Python 98

Viso.ai

MARCH 26, 2024

This enhances the interpretability of AI systems for applications in computer vision and natural language processing (NLP). The introduction of the Transformer model was a significant leap forward for the concept of attention in deep learning. Learn more by booking a demo. Vaswani et al.

Deep Learning 52

Deep Learning Computer Vision Neural Network Natural Language Processing 52

Viso.ai

DECEMBER 20, 2023

Huawei’s Mindspore is an open-source deep learning framework for training and inference written in C++. Our no-code solution enables teams to rapidly build real-world computer vision using the latest deep learning models out of the box. Book a demo. Adaptive Learning Rate. Operating under the Apache-2.0

Deep Learning 52

Deep Learning Neural Network Computer Vision Natural Language Processing 52

John Snow Labs

MAY 19, 2023

Natural Language Processing ( NLP ) is changing the way the legal sector operates. According to a report, the NLP market size is expected to reach $27.6 NLP understands and predicts law, converts unstructured text into a meaningful format that computers can understand and analyze. billion by 2026.

NLP 52

NLP Natural Language Processing Large Language Models Deep Learning 52

Viso.ai

OCTOBER 9, 2024

Get a personalized demo for your organization. With the rapid development of Convolutional Neural Networks (CNNs) , deep learning became the new method of choice for emotion analysis tasks. Unsurprisingly, modern deep learning methods outperform traditional computer vision methods. Get a demo for your organization.

Convolutional Neural Networks 98

Convolutional Neural Networks Neural Network Computer Vision Emotion AI 98

ODSC - Open Data Science

APRIL 12, 2023

Comet Comet’s mission is to provide support for enterprise deep learning at scale. Valohai Valohai enables ML Pioneers to continue to work at the cutting edge of technology with its MLOps which enables its clients to reduce the amount of time required to build, test, and deploy deep learning models by a factor of 10.

Data Science 97

Data Science DevOps Deep Learning Software Development 97

Viso.ai

OCTOBER 10, 2024

Get a demo for your organization. Popular applications include speech recognition, text pattern recognition, facial recognition, movement recognition, recognition for video deep learning analysis, and medical image recognition in healthcare. – Learn more. Pattern Recognition Projects and Use Cases About us: viso.ai

Neural Network 98

Neural Network Computer Vision Deep Learning Machine Learning 98

Viso.ai

FEBRUARY 23, 2024

Our software enables ML teams to train deep learning and machine learning models and deploy them in computer vision applications – completely end-to-end. Get a demo. For more details, check out our Image Segmentation Using Deep Learning article. Modern machine learning has come a long way.

Computer Vision 98

Computer Vision Convolutional Neural Networks Deep Learning Neural Network 98

John Snow Labs

JUNE 1, 2023

In this article, we will discuss the use of Clinical NLP in understanding the rich meaning that lies behind the doctor’s written analysis (clinical documents/notes) of patients. Contextualization – It is very important for a clinical NLP system to understand the context of what a doctor is writing about. family members).

NLP 52

NLP Natural Language Processing Metadata Algorithm 52

AWS Machine Learning Blog

SEPTEMBER 1, 2023

We use Streamlit for the sample demo application UI. Option 1: Deploy a real-time streaming endpoint using an LMI container The LMI container is one of the Deep Learning Containers for large model inference hosted by SageMaker to facilitate hosting large language models (LLMs) on AWS infrastructure for low-latency inference use cases.

Generative AI 126

Generative AI Chatbots Machine Learning Deep Learning 126

AWS Machine Learning Blog

DECEMBER 14, 2023

Amazon Comprehend is a natural-language processing (NLP) service that provides pre-trained and custom APIs to derive insights from textual data. For the demo, we use simulated bank statements like the following example. He is passionate about diving into the science behind machine learning to make it accessible for customers.

Automation 126

Automation Natural Language Processing Machine Learning Deep Learning 126

IBM Journey to AI blog

MAY 17, 2024

A full one-third of consumers found their early customer support and chatbot experiences that use natural language processing (NLP) so disappointing that they didn’t want to engage with the technology again. And  And the centrality of these experiences isn’t limited to B2C vendors.

Generative AI 204

Generative AI Automation AI AI 204

Viso.ai

DECEMBER 10, 2023

Image recognition with deep learning is a key application of AI vision and is used to power a wide range of real-world use cases today. Get a personalized demo. I n past years, machine learning, in particular deep learning technology , has achieved big successes in many computer vision and image understanding tasks.

Convolutional Neural Networks 98

Convolutional Neural Networks Computer Vision Neural Network Deep Learning 98

Viso.ai

NOVEMBER 19, 2023

This includes various products related to different aspects of AI, including but not limited to tools and platforms for deep learning, computer vision, natural language processing, machine learning, cloud computing, and edge AI. To evaluate Viso Suite for your organization, request a demo here.

Computer Vision 97

Computer Vision Natural Language Processing Machine Learning Deep Learning 97

Mlearning.ai

FEBRUARY 9, 2023

AI tools, such as ChatGPT and DALL-E, are developed with deep learning techniques. Deep learning is a subfield of AI that aims to extract knowledge from data through complex neural networks. Performing deep learning projects is difficult. Building a deep learning model takes both money and time.

Deep Learning 52

Deep Learning NLP Natural Language Processing Computer Vision 52

Viso.ai

DECEMBER 1, 2023

Get the Whitepaper or a Demo. AI vs. Machine Learning vs. Deep Learning First, it is important to gain a clear understanding of the basic concepts of artificial intelligence types. We often find the terms Artificial Intelligence and Machine Learning or Deep Learning being used interchangeably.

AI Modeling 98

AI Modeling Neural Network Computer Vision Deep Learning 98

ODSC - Open Data Science

APRIL 6, 2023

Here are a few sessions that you can check out soon: March 2, 2023: ODSC East Bootcamp Warmup: Data Primer Course —  now available on-demand!

Data Scientist 98

Data Scientist Data Science Data Analysis Python 98

ODSC - Open Data Science

FEBRUARY 28, 2023

We couldn’t be more excited to announce our first group of partners for ODSC East 2023’s AI Expo and Demo Hall. Narrowing the communications gap between humans and machines is one of SAS’s leading projects in their work with NLP. Check them out below.

Data Science 96

Data Science Auto-complete Machine Learning AI 96

Topbots

DECEMBER 5, 2023

Where to learn more about this research? PaLM-E: An Embodied Multimodal Language Model (research paper) PaLM-E (demos) PaLM-E (blog post) Where can you get implementation code? Where to learn more about this research? Where to learn more about this research? Code implementation of the PaLM-E model is not available.

AI Research 111

AI Research AI Researcher Natural Language Processing Neural Network 111

AWS Machine Learning Blog

AUGUST 14, 2023

In this post and accompanying notebook, we demonstrate how to deploy the BloomZ 176B foundation model using the SageMaker Python simplified SDK in Amazon SageMaker JumpStart as an endpoint and use it for various natural language processing (NLP) tasks. The code for all the steps in this demo is available in the following notebook.

NLP 92

NLP Robotics Prompt Engineer Prompt Engineering 92

Julien Simon

JANUARY 16, 2023

What if you could ask questions on HTML documents, without having to convert them to plain text first? Well, that’s exactly the purpose of the Microsoft MarkupLM: just grab a page and ask a question. I’ve built a Hugging Face Space to let you experiment with any live URL. I also implemented multithreading to speed things up on CPU.

Deep Learning 52

Deep Learning NLP Machine Learning 52

Julien Simon

JANUARY 17, 2023

Tabular data is everywhere, from spreadsheets to tables embedded in text documents. In this Hugging Face Space, you can use the Google TAPAS and Microsoft TAPEX models to ask questions in natural language on CSV data.

Deep Learning 52

Deep Learning NLP 52

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. Furthermore, these tasks can be performed with zero-shot learning, where a well-engineered prompt can guide the model towards desired results.

Natural Language Processing 102

Natural Language Processing NLP Prompt Engineer Prompt Engineering 102

ODSC - Open Data Science

JANUARY 26, 2024

It will also feature even more hands-on training sessions, expert-led workshops, and tutorials on topics like machine learning, NLP and LLMs, data engineering, big data analytics, MLOps, generative AI, and more for our in-person attendees.

Data Science 52

Data Science Machine Learning Data Analysis NLP 52

Towards AI

AUGUST 1, 2023

What happened this week in AI by Louie This week we were excited to see two new developments in AI outside the realm of NLP. The latest development from Meta AI involves the unveiling of their Open Catalyst simulator application, which has just been released as a demo.

Robotics 96

Robotics NLP AI AI 96

Heartbeat

JUNE 5, 2023

Machine Learning Frameworks Comet integrates with a wide range of machine learning frameworks, making it easy for teams to track and optimize their models regardless of the framework they use. Hugging Face is an NLP library based on PyTorch, providing state-of-the-art models and pre-trained weights for various NLP tasks.

ML 59

ML Machine Learning Natural Language Processing Data Scientist 59

ODSC - Open Data Science

FEBRUARY 14, 2023

Since its release on November 30, 2022 by OpenAI , the ChatGPT public demo has taken the world by storm. Seek AI uses complex deep-learning foundation models with hundreds of billions of parameters. Furthermore, in the short time that the ChatGPT demo has been available for evaluation, we’re already seeing a plethora of caveats.

ChatGPT 124

ChatGPT Large Language Models OpenAI Conversational AI 124

ODSC - Open Data Science

AUGUST 8, 2023

Past sessions have included Machine Learning with XGBoost Self-Supervised and Unsupervised Learning for Conversational AI and NLP Building a GPT-3 Powered Knowledge Base Bot for Discord Machine Learning with Python: A Hands-On Introduction A Practical Tutorial on Building Machine Learning Demos with Gradio A Hands-on Introduction to Transfer Learning (..)

Data Science 52

Data Science Deep Learning Machine Learning Python 52

AWS Machine Learning Blog

MAY 13, 2024

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). This post then seeks to assess whether prompt engineering is more performant for clinical NLP tasks compared to the RAG pattern and fine-tuning.

Generative AI 136

Generative AI Prompt Engineer Prompt Engineering LLM 136

ODSC - Open Data Science

APRIL 21, 2023

The artificial intelligence would analyze students’ behavior, tracing their interaction with the learning platform and then offering suggestions as to where students could improve. By using a mixture of AI and deep learning algorithms, OpenAI is building up a repository of medical images.

OpenAI 98

OpenAI Artificial Intelligence Artificial Intelligence Natural Language Processing 98

ODSC - Open Data Science

MAY 4, 2023

Meet StableVicuna, The First Large-Scale Open-Source RLHF Chatbot by Stability AI In a blog post, Stability AI introduced StableVicuna, the first large-scale open-source chatbot trained via reinforcement learning through human feedback or RLHF. There’s less than a week to go until ODSC East 2023. Register by Friday to save 20%.

Large Language Models 52

Large Language Models Deep Learning Artificial Intelligence Artificial Intelligence 52

Viso.ai

FEBRUARY 8, 2024

introduced deep belief networks (DBNs) in 2006. These deep learning algorithms consist of latent variables and use them to learn underlying patterns within the data. Get a demo here. These algorithms have become more efficient with time and are the foundations of most modern CV and NLP applications.

Explainability 52

Explainability Neural Network Computer Vision Deep Learning 52

ODSC - Open Data Science

MAY 21, 2024

At ODSC Europe 2024, you’ll find an unprecedented breadth and depth of content, with hands-on training sessions on the latest advances in Generative AI, LLMs, RAGs, Prompt Engineering, Machine Learning, Deep Learning, MLOps, Data Engineering, and much, much more.

Data Science 52

Data Science Continuous Learning Deep Learning Machine Learning 52

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. What is the corresponding model architecture? What data can power this task and model?

Prompt Engineer 52

Prompt Engineer Prompt Engineering Computer Vision Deep Learning 52

ODSC - Open Data Science

MARCH 2, 2023

AI algorithms are the foundation of machine learning, deep learning, and NLP  — all fields that are currently revolutionization our technological landscape. Well, the thing is AI allows for advanced techniques to analyze data and make sophisticated predictions based on data.

Data Science 52

Data Science Data Scientist Deep Learning Machine Learning 52

ODSC - Open Data Science

APRIL 10, 2023

Deep Learning with PyTorch and TensorFlow part 1 and 2 Dr. Jon Krohn | Chief Data Scientist | Nebula.io As part of this session you will use all the ML techniques you learned to train and evaluate a model on a house pricing dataset with Histogram-based Gradient Boosted Trees. Jon Krohn | Chief Data Scientist | Nebula.io

Software Engineer 52

Software Engineer Categorization Data Science Machine Learning 52