Snorkel AI

OCTOBER 27, 2023

Instead of exclusively relying on a singular data development technique, leverage a variety of techniques such as promoting, RAG, and fine-tuning for the most optimal outcome. Focus on improving data quality and transforming manual data development processes into programmatic operations to scale fine-tuning.

LLM 59

LLM Data Scientist Machine Learning Large Language Models 59

Snorkel AI

AUGUST 24, 2023

AI is accelerating complaint resolution for banks AI can help banks automate many of the tasks involved in complaint handling, such as: Identifying, categorizing, and prioritizing complaints. Machine learning to identify emerging patterns in complaint data and solve widespread issues faster. Book a demo today.

Large Language Models 52

Large Language Models Natural Language Processing LLM AI 52

Snorkel AI

OCTOBER 27, 2023

Instead of exclusively relying on a singular data development technique, leverage a variety of techniques such as promoting, RAG, and fine-tuning for the most optimal outcome. Focus on improving data quality and transforming manual data development processes into programmatic operations to scale fine-tuning.

LLM 52

LLM Data Scientist Machine Learning Large Language Models 52

Snorkel AI

JULY 19, 2023

But this approach is expensive, time-consuming, and out of reach for all but the most well-funded companies, making the use of free, open-source alternatives for data curation appealing if sufficiently high data quality can be achieved. Book a demo today. See what Snorkel option is right for you.

Categorization 52

Categorization ChatGPT Large Language Models Generative AI 52

Snorkel AI

JULY 19, 2023

But this approach is expensive, time-consuming, and out of reach for all but the most well-funded companies, making the use of free, open-source alternatives for data curation appealing if sufficiently high data quality can be achieved. Book a demo today.

Categorization 52

Categorization ChatGPT Large Language Models Generative AI 52

Snorkel AI

JULY 19, 2023

But this approach is expensive, time-consuming, and out of reach for all but the most well-funded companies, making the use of free, open-source alternatives for data curation appealing if sufficiently high data quality can be achieved. Book a demo today.

Categorization 52

Categorization ChatGPT Large Language Models Generative AI 52

Snorkel AI

FEBRUARY 2, 2023

Scenario: Entity linking with payroll data and job classifications I’m building an entity-linking app to connect job listings in a payroll system to a job categorization system developed by the Bureau of Labor Statistics. However, without efficient labeling workflows, putting data-centric AI into practice can be out of reach.

Auto-classification 52

Auto-classification Software Engineer Neural Network Machine Learning 52

Snorkel AI

FEBRUARY 2, 2023

Scenario: Entity linking with payroll data and job classifications I’m building an entity-linking app to connect job listings in a payroll system to a job categorization system developed by the Bureau of Labor Statistics. However, without efficient labeling workflows, putting data-centric AI into practice can be out of reach.

Auto-classification 52

Auto-classification Software Engineer Neural Network Machine Learning 52

Pickl AI

APRIL 26, 2024

Data visualisation principles include clarity, accuracy, efficiency, consistency, and aesthetics. A bar chart represents categorical data with rectangular bars. In contrast, a histogram represents the distribution of numerical data by dividing it into intervals and displaying the frequency of each interval with bars.

Data Analysis 52

Data Analysis Machine Learning ETL Explainability 52

Viso.ai

JANUARY 4, 2024

Get a demo. Unlike simple segmentation that might just separate foreground from background, semantic segmentation categorizes all pixels in an image into predefined categories. Pixel Classification: Similar to semantic segmentation, each pixel within the bounding box is categorized. What is Segmentation?

Computer Vision 52

Computer Vision Convolutional Neural Networks Deep Learning Neural Network 52

Snorkel AI

JULY 19, 2023

But this approach is expensive, time-consuming, and out of reach for all but the most well-funded companies, making the use of free, open-source alternatives for data curation appealing if sufficiently high data quality can be achieved. Book a demo today.

Categorization 40

Categorization ChatGPT Large Language Models Generative AI 40

DataRobot Blog

DECEMBER 20, 2022

In this educated example , the aim is to predict home prices at the property level in the city of Madrid and the training dataset contains 5 different data types (numerical, categorical, text, location, and images) and +90 variables that are related to these 5 different groups: Market performance. Watch a demo.

Explainability 59

Explainability Automation Machine Learning Data Scientist 59

Viso.ai

JUNE 24, 2024

To learn more, book a demo with our team. We can categorize the types of AI for the blind and their functions. Data Collection and Annotation Deep learning models are highly dependent on data quality and volume. Data collection and cleaning are critical steps in developing effective deep-learning models.

Computer Vision 40

Computer Vision Convolutional Neural Networks AI AI 40