ODSC - Open Data Science

MARCH 13, 2023

Machine learning practitioners are often working with data at the beginning and during the full stack of things, so they see a lot of workflow/pipeline development, data wrangling, and data preparation.

Machine Learning 94

Machine Learning Machine Learning Data Wrangling Data Science 94

Flipboard

DECEMBER 11, 2024

With SageMaker Unified Studio notebooks, you can use Python or Spark to interactively explore and visualize data, prepare data for analytics and ML, and train ML models. With the SQL editor, you can query data lakes, databases, data warehouses, and federated data sources. Choose Continue.

SQL 160

SQL AWS Data Lakes AI 160

AWS Machine Learning Blog

NOVEMBER 19, 2024

As attendees circulate through the GAIZ, subject matter experts and Generative AI Innovation Center strategists will be on-hand to share insights, answer questions, present customer stories from an extensive catalog of reference demos, and provide personalized guidance for moving generative AI applications into production.

AWS 89

AWS ML ML AI 89

IBM Journey to AI blog

DECEMBER 7, 2023

Increased operational efficiency benefits Reduced data preparation time : OLAP data preparation capabilities streamline data analysis processes, saving time and resources. IBM watsonx.data is the next generation OLAP system that can help you make the most of your data.

Data Preparation 72

Data Preparation Database Data Analysis Data Analysis 72

DataRobot Blog

FEBRUARY 28, 2023

By bringing the unmatched AutoML capabilities of DataRobot to the data in Snowflake’s Data Cloud, customers get a seamless and comprehensive enterprise-grade data science platform.” Learn more at DataRobot.com/Snowflake.

Exploratory Data Analysis 72

Exploratory Data Analysis ML ML AI 72

Tableau

FEBRUARY 22, 2021

Relevant predictions are also integrated in Tableau Prep Builder, offering insights during data preparation and giving people the power to write ML predictions (scores) directly into their data sets. Learn more about Einstein Discovery in Tableau and see it in action with a quick demo.

Tableau 105

Tableau ML ML AI 105

AWS Machine Learning Blog

JUNE 3, 2024

SageMaker Data Wrangler has also been integrated into SageMaker Canvas, reducing the time it takes to import, prepare, transform, featurize, and analyze data. In a single visual interface, you can complete each step of a data preparation workflow: data selection, cleansing, exploration, visualization, and processing.

AWS 110

AWS ML ML AI 110

AWS Machine Learning Blog

NOVEMBER 22, 2023

Interact with several demos that feature new applications, including a competition that involves using generative AI tech to pilot a drone around an obstacle course. Join this chalk talk for a deep dive on FM customizations through an interactive demo. Generative AI is at the heart of the AWS Village this year. Reserve your seat now!

AWS 130

AWS ML ML AI 130

Flipboard

AUGUST 17, 2023

Deploy the CloudFormation template Complete the following steps to deploy the CloudFormation template: Save the CloudFormation template sm-redshift-demo-vpc-cfn-v1.yaml For Prepare template , select Template is ready. Enter a stack name, such as Demo-Redshift. yaml locally. On the AWS CloudFormation console, choose Create stack.

ML 123

ML ML AWS Data Warehouse 123

Snorkel AI

NOVEMBER 1, 2023

When Vertex Model Monitoring detects data drift, input feature values are submitted to Snorkel Flow, enabling ML teams to adapt labeling functions quickly, retrain the model, and then deploy the new model with Vertex AI. See what Snorkel can do to accelerate your data science and machine learning teams. Book a demo today.

ML 64

ML ML Machine Learning Machine Learning 64

AWS Machine Learning Blog

OCTOBER 8, 2024

SageMaker AutoMLV2 is part of the SageMaker Autopilot suite, which automates the end-to-end machine learning workflow from data preparation to model deployment. Data preparation The foundation of any machine learning project is data preparation.

Machine Learning 90

Machine Learning Machine Learning Data Preparation AWS 90

Iguazio

NOVEMBER 1, 2024

It automates data preparation, model tuning, customization, validation and optimization of ML models, LLMs and live AI applications over elastic resources. Demo: Gen AI Banking Chatbot What do these new monitoring and fine-tuning capabilities look like in a business gen AI application? Watch the demo here.

AI 52

AI AI ML ML 52

Snorkel AI

NOVEMBER 9, 2023

As data science teams reorient around the enduring value of small, deployable models, they’re also learning how LLMs can accelerate data labeling. According to our poll participants, data preparation still occupies more data scientists’ hours than anything else. or request a demo to get started or to learn more.

Data Science 59

Data Science Data Scientist Data Preparation AI 59

IBM Journey to AI blog

MARCH 14, 2024

  Request a live demo or start a proof of concept with Amazon RDS for Db2 Db2 Warehouse SaaS on AWS The cloud-native Db2 Warehouse fulfills your price and performance objectives for mission-critical operational analytics, business intelligence (BI) and mixed workloads.

AWS 93

AWS Database ETL AI 93

Precisely

JULY 18, 2024

Significantly improves data governance and security through a unified framework for managing data policies, compliance, and quality across all data points. With its business-friendly user experience, this innovative solution ensures data accuracy, consistency, and context, allowing you to automate and accelerate decision-making.

Data Lakes 52

Data Lakes Data Warehouse Data Governance Machine Learning 52

Snorkel AI

NOVEMBER 9, 2023

As data science teams reorient around the enduring value of small, deployable models, they’re also learning how LLMs can accelerate data labeling. According to our poll participants, data preparation still occupies more data scientists’ hours than anything else. or request a demo to get started or to learn more.

Data Science 52

Data Science Data Scientist AI AI 52

Heartbeat

JUNE 5, 2023

MLFlow From data preparation through application deployment, MLFlow is an open-source platform that manages the whole machine learning lifecycle. It provides a set of tools for creating interactive demos and visualizations of machine learning models.

ML 59

ML ML Machine Learning Machine Learning 59

Snorkel AI

NOVEMBER 1, 2023

When Vertex Model Monitoring detects data drift, input feature values are submitted to Snorkel Flow, enabling ML teams to adapt labeling functions quickly, retrain the model, and then deploy the new model with Vertex AI. Book a demo today. Revamped Snorkel Flow SDK Also included in the 2023.R3 See what Snorkel option is right for you.

Data Scientist 52

Data Scientist ML ML Data Preparation 52

AWS Machine Learning Blog

AUGUST 26, 2024

This instance will be used for various tasks such as video processing and data preparation. You can use this URL to access the GenASL demo application. Windows-based EC2 instance – Make sure you have access to a Windows-based EC2 instance to run the batch process. For instructions, refer to Launch an instance.

AWS 116

AWS AI AI ML 116

phData

MAY 3, 2023

The only other requirement is that you have access to data similar to the accelerator you want to use. More on data preparation later. Several accelerators also have demo videos that walk you through the dashboard. However, we must jump to the Required Attributes section above the visualization for data prep purposes.

Tableau 52

Tableau Data Preparation 52

Snorkel AI

MAY 26, 2023

And that’s really key for taking data science experiments into production. 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 finally, you’ll see that in action today. I don’t have a lot of time, so we’ll jump into it.

SQL 52

SQL ML ML Python 52

Snorkel AI

MAY 26, 2023

And that’s really key for taking data science experiments into production. 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 finally, you’ll see that in action today. I don’t have a lot of time, so we’ll jump into it.

SQL 52

SQL ML ML Python 52

AWS Machine Learning Blog

AUGUST 22, 2023

Data is split into a training dataset and a testing dataset. Both the training and validation data are uploaded to an Amazon Simple Storage Service (Amazon S3) bucket for model training in the client account, and the testing dataset is used in the server account for testing purposes only.

Machine Learning 82

Machine Learning Machine Learning AWS ML 82

AWS Machine Learning Blog

MAY 31, 2024

Data preparation Before creating a knowledge base using Knowledge Bases for Amazon Bedrock, it’s essential to prepare the data to augment the FM in a RAG implementation. For this example, we created a bucket with versioning enabled with the name bedrock-kb-demo-gdpr.

AWS 127

AWS Machine Learning Machine Learning Database 127

AWS Machine Learning Blog

SEPTEMBER 25, 2024

Solution overview In this solution, we start with data preparation, where the raw datasets can be stored in an Amazon Simple Storage Service (Amazon S3) bucket. We provide a Jupyter notebook to preprocess the raw data and use the Amazon Titan Multimodal Embeddings model to convert the image and text into embedding vectors.

AWS 86

AWS K-nearest Neighbors ML ML 86

Snorkel AI

MARCH 19, 2024

Vertex AI provides a suite of tools and services that cater to the entire AI lifecycle, from data preparation to model deployment and monitoring. This demo steps you through the iterative approach and we cover the steps in detail below. Book a demo today. See what Snorkel option is right for you.

AI 52

AI AI Data Scientist ML 52

Snorkel AI

MARCH 19, 2024

Vertex AI provides a suite of tools and services that cater to the entire AI lifecycle, from data preparation to model deployment and monitoring. This demo steps you through the iterative approach and we cover the steps in detail below. See what Snorkel can do to accelerate your data science and machine learning teams.

AI 52

AI AI Data Scientist ML 52

DataRobot Blog

FEBRUARY 15, 2023

The demo from the session highlights unique and differentiated capabilities that empower all users—from the analysts to the data scientists and even the person at the end of the journey who just needs to access an instant price estimate. After setting up your project, you can get started.

AI 52

AI AI Data Scientist Machine Learning 52

AWS Machine Learning Blog

AUGUST 14, 2023

Often, to get an NLP application working for production use cases, we end up having to think about data preparation and cleaning. This is covered with Haystack indexing pipelines , which allows you to design your own data preparation steps, which ultimately write your documents to the database of your choice.

AWS 80

AWS Database AI AI 80

Snorkel AI

JANUARY 26, 2024

Data scientists can best improve LLM performance on specific tasks by feeding them the right data prepared in the right way. See what Snorkel can do to accelerate your data science and machine learning teams. Book a demo today.

Data Science 64

Data Science AI AI Machine Learning 64

Towards AI

JANUARY 31, 2023

Here is a quick demo of how it works Let's now dive deep into how I went about the project. Data preparation The first thing I did was import the necessary libraries. I need to mount the data since the dataset is on my Google Drive. Sounds cool, right? Sure, it does. In total, I downloaded about 200 images.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 52

Tableau

FEBRUARY 22, 2021

Relevant predictions are also integrated in Tableau Prep Builder, offering insights during data preparation and giving people the power to write ML predictions (scores) directly into their data sets. Learn more about Einstein Discovery in Tableau and see it in action with a quick demo.

Tableau 52

Tableau ML ML AI 52

Snorkel AI

JANUARY 26, 2024

Data scientists can best improve LLM performance on specific tasks by feeding them the right data prepared in the right way. Our Snorkel Custom program puts our world-class engineers and researchers to work on your most promising challenges to deliver data sets or fully-built LLM or generative AI applications, fast.

Data Science 52

Data Science Data Scientist AI AI 52

AWS Machine Learning Blog

JULY 5, 2023

This solution contains data preparation and visualization functionality within SageMaker and allows you to train and optimize the hyperparameters of deep learning models for your dataset. You can use your own data or try the solution with a synthetic dataset as part of this solution. Finally, you launch SageMaker Studio.

AWS 80

AWS Deep Learning Deep Learning ML 80

Iguazio

FEBRUARY 8, 2024

What’s in store for LLMOps and how can data professionals prepare? Transitioning from Prototyping to Business Value Creation - The engineering focus will shift from showcasing demos to actual productization of GenAI and deploying LLMs to support live use cases. Here are a few expected trends: 1.

ML 52

ML ML Data Scientist AI 52

Explosion

NOVEMBER 16, 2021

It all boils down to your config.cfg file and data preparation script, and the spaCy CLI handles everything. For my NER example, I’d use the NER demo pipeline : python -m spacy project clone pipelines/ner_demo From here on in, everything is up to us. Common user workflow for spaCy CLI and its configuration system And that’s it!

Machine Learning 52

Machine Learning Machine Learning Python Data Preparation 52

Snorkel AI

AUGUST 17, 2023

The latter will map the model’s outputs to final labels and significantly ease the data preparation process. Our Snorkel Custom program puts our world-class engineers and researchers to work on your most promising challenges to deliver data sets or fully-built LLM or generative AI applications, fast. Book a demo today.

AI 52

AI AI Data Scientist Python 52