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 Python Categorization 98

ODSC - Open Data Science

MARCH 18, 2025

Session 2: Bayesian Analysis of Survey Data: Practical Modeling withPyMC Unlock the power of Bayesian inference for modeling complex categorical data using PyMC. This session takes you from logistic regression to categorical and ordered logistic regression, providing practical, hands-on experience with real-world surveydata.

Data Science 64

Data Science Machine Learning Software Engineer Data Scientist 64

AWS Machine Learning Blog

JUNE 29, 2023

DEVICE_TYPE is a custom categorical field that we are adding for this example to capture the user’s current context and include it in model training. For demo purposes, we use Python’s Faker library to generate some test data mocking the interactions dataset with different items, users, and device types over a 3-month period.

Categorization 78

Categorization Metadata ML Machine Learning 78

AWS Machine Learning Blog

JANUARY 17, 2023

In addition to textual inputs, this model uses traditional structured data inputs such as numerical and categorical fields. We show you how to train, deploy and use a churn prediction model that has processed numerical, categorical, and textual features to make its prediction. For more details, refer to the GitHub repo.

Categorization 86

Categorization BERT Machine Learning Neural Network 86

Marktechpost

JULY 18, 2024

You’ll practice with real-world applications through integrated lab exercises and create demo videos and GitHub repositories for your portfolio. You will work on a project to build a machine-learning pipeline for categorizing emergency messages.

ETL 112

ETL Python Machine Learning Categorization 112

ODSC - Open Data Science

MARCH 6, 2023

Some sessions include: An Introduction to Data Wrangling with SQL Resilient Machine Learning Machine Learning with XGBoost Idiomatic Pandas Introduction to Large-scale Analytics with PySpark Programming with Data: Python and Pandas Introduction to Machine Learning Mathematics for Data Science Using Data Science to Better Evaluate American Football (..)

Machine Learning 116

Machine Learning Data Science Deep Learning Data Scientist 116

John Snow Labs

NOVEMBER 5, 2024

In this approach, large-scale tumor sequencing of cancer patients allows researchers to categorize individuals and match them to targeted treatments, ensuring that trial participants are selected based on precise profiles. link] John Snow Labs’ Healthcare NLP & LLM library offers a powerful solution to streamline this process.

NLP 52

NLP LLM Large Language Models Categorization 52

ODSC - Open Data Science

MARCH 13, 2023

Some sessions include: An Introduction to Data Wrangling with SQL Resilient Machine Learning Machine Learning with XGBoost Idiomatic Pandas Introduction to Large-scale Analytics with PySpark Programming with Data: Python and Pandas Introduction to Machine Learning Mathematics for Data Science Using Data Science to Better Evaluate American Football (..)

Machine Learning 94

Machine Learning Data Science Categorization Python 94

ODSC - Open Data Science

FEBRUARY 9, 2023

It takes input given to it by the user (in this case a concerned educator) and then categorizes it. CNN also reported that during a demo of this new feature, ChatGPT was able to successfully label several pieces of literature properly. According to CNN, the new AI-detecting tool is powered by machine learning.

OpenAI 98

OpenAI ChatGPT Data Science Categorization 98

IBM Journey to AI blog

MAY 17, 2024

Unlike traditional AI, which analyzes and categorizes existing content, generative AI can create new content tailored to individual customers. For example, generative AI can create 360-degree product views, interactive product demos, and virtual try-on capabilities.

Generative AI 204

Generative AI Automation AI AI 204

Towards AI

JANUARY 4, 2024

Let’s see a demo on how the hybrid model works using the famous airplane passengers data set & then you will get a clear understanding of Hybrid forecasts. I have done below simple feature engineering as it is just# for a demo. Month column should not be considered as a continuous variable but as a categorical variable.

Algorithm 105

Algorithm ML Categorization Machine Learning 105

Unite.AI

JULY 9, 2024

The KGW Family modifies the logits produced by the LLM to create watermarked output by categorizing the vocabulary into a green list and a red list based on the preceding token. Additionally, MARKLLM provides two types of automated demo pipelines, whose modules can be customized and assembled flexibly, allowing for easy configuration and use.

LLM 130

LLM Large Language Models Algorithm Automation 130

Marktechpost

JULY 17, 2023

The system analyzes visual data before categorizing an object in a photo or video under a predetermined heading. One of the most straightforward computer vision tools, TensorFlow, enables users to create machine learning models for computer vision-related tasks like facial recognition, picture categorization, object identification, and more.

Computer Vision 98

Computer Vision Neural Network Machine Learning Deep Learning 98

ODSC - Open Data Science

MARCH 10, 2025

In this hands-on session, youll start with logistic regression and build up to categorical and ordered logistic models, applying them to real-world survey data. Well also explore speculative decoding, a game-changing approach that predicts words ahead of time for faster responses.

Data Scientist 52

Data Scientist Data Science LLM Machine Learning 52

AWS Machine Learning Blog

JUNE 7, 2023

Month Categorical Month of the visit. OperatingSystems Categorical Operating systems of the visitor. Browser Categorical Browser used by the user. Region Categorical Geographic region from which the session has been started by the visitor. TrafficType Categorical Traffic source through which user has entered the website.

ML 82

ML Auto-complete Automation Categorization 82

Viso.ai

DECEMBER 19, 2023

Get a demo for your company. Image classification is the task of categorizing and assigning labels to groups of pixels or vectors within an image dependent on particular rules. The categorization law can be applied through one or multiple spectral or textural characterizations. About us: Viso.ai We live in the era of data.

Convolutional Neural Networks 98

Convolutional Neural Networks Neural Network Computer Vision Deep Learning 98

John Snow Labs

AUGUST 21, 2023

With a strong ability to thoroughly analyze text, these models categorize content into No_Transportation_Insecurity_Or_Unknown and Transportation_Insecurity , providing valuable insights into transportation-related insecurity. setInputCols(["features"]).setOutputCol("prediction") Child : A young human who is not yet an adult.

NLP 98

NLP Categorization Natural Language Processing Automation 98

Pragnakalp

MAY 1, 2024

Here is the demo video: 2. Here is the demo video: 3. Here is the demo video: 4. There are plenty of voices available, categorized by age, scenarios, language, and gender, among others. Here is the demo video: 5. Here is the demo video: 6. They do not look natural.

AI 59

AI AI NLP Natural Language Processing 59

Towards AI

JANUARY 24, 2025

LLMs integrated into search functionality can be broadly categorized into three main types. While this method is suitable for demos, it has limited utility as it excludes a significant amount of information, making it unsearchable. LLMs often provided answers that were either incorrect or outdated, doing so with high confidence.

Large Language Models 83

Large Language Models Categorization LLM AI 83

LevelAI

NOVEMBER 6, 2023

It then automatically identifies broad topics and finer subtopics to categorize the conversations. Her dashboard shows that conversations categorized as “packaging issues” have increased by 30% over the previous week. A large number of conversations over the past week were categorized as “water damage”. Get a free demo today!

Generative AI 52

Generative AI Categorization Large Language Models Text Analytics 52

LevelAI

FEBRUARY 5, 2024

Automated Call Dispositions: Freeing Time for Personalized Support Repetitive tasks like call classification and categorization often consume valuable agent time, hindering their ability to focus on complex customer needs. Schedule a demo! Get a free demo today! REQUEST DEMO Your customers will thank you for it!

Generative AI 52

Generative AI Natural Language Processing Categorization Automation 52

AWS Machine Learning Blog

MARCH 20, 2025

Asure chose this approach because it provided in-depth consumer analytics, categorized call transcripts around common themes, and empowered contact center leaders to use natural language to answer queries. To demo the human-in-the-loop UI, follow the instructions in the GitHub repo.

Generative AI 77

Generative AI Metadata AI AI 77

ODSC - Open Data Science

APRIL 10, 2023

Intermediate Machine Learning with scikit-learn: Pandas Interoperability, Categorical Data, Parameter Tuning, and Model Evaluation Thomas J. Topics covered include Pandas interoperability, categorical data, parameter tuning, and model evaluation. Jon Krohn | Chief Data Scientist | Nebula.io

Software Engineer 52

Software Engineer Categorization Data Science Machine Learning 52

TensorFlow

FEBRUARY 3, 2023

With MediaPipe Studio , you can view interactive demos of MediaPipe Tasks. Categorize your images When uploading images, run image classification to automatically add relevant tags. Check out the image classification task documentatio n and the Codepen demo to see how to get started.

Machine Learning 52

Machine Learning ML Categorization Python 52

Pragnakalp

APRIL 10, 2023

It can extract key information and categorize them into relevant sections. Visit our Resume Parser using ChatGPT demo and explore our API at DocSaar.com to integrate our Resume Parser into your recruitment workflow. We will be adding more file formats in the future. Revolutionize your hiring process today!

ChatGPT 52

ChatGPT Categorization NLP Automation 52

Viso.ai

MAY 13, 2024

The labels are task-dependent and can be further categorized as an image or text annotation. Get a demo here. It can be further categorized as follows: Sentiment Annotation : Texts like customer reviews and social media posts usually express different sentiments. Book a demo to learn more about Viso suite.

Computer Vision 52

Computer Vision Natural Language Processing Categorization Chatbots 52

LevelAI

DECEMBER 28, 2023

One of the primary limitations of traditional methods is their tendency to categorize customer feedback into simply “positive” or “negative,” failing to capture the rich tapestry of emotions and motivations that drive individual responses. Reach out today for a demo to learn more! Get a free demo today!

Categorization 52

Categorization AI AI Explainability 52

LevelAI

JANUARY 29, 2024

Actionable Insights for Business Teams : VoC Insights identifies the root cause of issues by generating specific actionable customer concerns and multi-level topic categorization for every interaction. Get a free demo today! REQUEST DEMO Here are a few examples of VoC in action across different industries and environments.

Generative AI 52

Generative AI Categorization AI AI 52

Snorkel AI

MAY 26, 2023

It won’t be a long demo, it’ll be a very quick demo of what you can do and how you can operationalize stuff in Snowflake. And then once they’re done with that, it’s very easy to package up, and you’ll see that in the demo today. And finally, you’ll see that in action today.

ML 52

ML Python Machine Learning Data Scientist 52

Snorkel AI

MAY 26, 2023

It won’t be a long demo, it’ll be a very quick demo of what you can do and how you can operationalize stuff in Snowflake. And then once they’re done with that, it’s very easy to package up, and you’ll see that in the demo today. And finally, you’ll see that in action today.

ML 52

ML Python Machine Learning Data Scientist 52

AWS Machine Learning Blog

DECEMBER 15, 2023

Enter a connection name such as demo and choose your desired Amazon DocumentDB cluster. Because type_of_food is categorical in nature, we’ll want to numerically encode it. Add a new Amazon DocumentDB connection by choosing Import data , then choose Tabular for Dataset type. Enter a user name, password, and database name. Choose Add.

Machine Learning 112

Machine Learning Data Quality ML Generative AI 112

Marktechpost

JULY 17, 2023

GPT-2 Output Detector Check out this online demo of the GPT-2 output detector model, based on the 🤗/Transformers implementation of RoBERTa. They have created several AI models, including the AI Content Detector, a machine-learning model that recognizes and categorizes various kinds of textual content.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Natural Language Processing NLP 52

AWS Machine Learning Blog

FEBRUARY 14, 2023

We generated the synthetic data based on the code in the Retail Demo Store project. Importing Data and creating Recommenders First, import the interaction data to Amazon Personalize from Amazon S3. For this example, we use the following data file. Refer to the GitHub repository to learn more about the synthetic data and potential uses.

Categorization 87

Categorization Machine Learning Artificial Intelligence Artificial Intelligence 87

Unite.AI

DECEMBER 21, 2023

There are plenty of helpful resources: a help center, online demos, a blog, and an academy. This categorization of keywords is crucial as it gives you insight into the type of content popular search engines like Google favor. Breakdowns of desktop and mobile searches. Message customer support, and they will reply in minutes.

AI Tools 245

AI Tools Categorization Explainability AI 245

Snorkel AI

OCTOBER 6, 2023

Customizing LLMs is imperative for enterprises Large language models make for exciting demos, but solve few—if any—business problems off the shelf. Balance Prompts also need to be categorized by task to balance the final training set according to prioritized tasks. Book a demo today. The post Standard LLMs are not enough.

Large Language Models 69

Large Language Models LLM Data Science Data Mining 69

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

Towards AI

SEPTEMBER 26, 2023

While the demo video for Alexa’s LLM primarily showcases text generation tasks, Amazon reveals that the Alexa LLM is connected to thousands of APIs and can execute complex sequences of tasks. It also looks set to beat Amazon’s Alexa to market with a LLM-powered text-to-speech chatbot.

Prompt Engineering 64

Prompt Engineering Prompt Engineer OpenAI ChatGPT 64