Data Science 101

DECEMBER 16, 2019

Even though Amazon is taking a break from announcements (probably focusing on Christmas shoppers), there are still some updates in the cloud data science world. It now also supports PDF documents. Azure Database for MySQL now supports MySQL 8.0 This is the latest major version of MySQL Azure Functions 3.0

Cloud Data 81

Cloud Data Data Science Azure Natural Language Processing 81

Data Science 101

NOVEMBER 29, 2019

Sign Up for the Cloud Data Science Newsletter. Amazon Comprehend launches real-time classification Amazon Comprehend is a service which uses Natural Language Processing (NLP) to examine documents. Comprehend can now be used to classify documents in real-time. We will have to wait and see. Announcements.

Cloud Data 115

Cloud Data Data Science Machine Learning Machine Learning 115

Data Science Blog

SEPTEMBER 19, 2023

In the contemporary age of Big Data, Data Warehouse Systems and Data Science Analytics Infrastructures have become an essential component for organizations to store, analyze, and make data-driven decisions. The following Terraform script will create an Azure Resource Group, a SQL Server, and a SQL Database.

Data Warehouse 259

Data Warehouse Azure SQL Database 259

ODSC - Open Data Science

JULY 19, 2023

A well-implemented MLOps process not only expedites the transition from testing to production but also offers ownership, lineage, and historical data about ML artifacts used within the team. For the customer, this helps them reduce the time it takes to bootstrap a new data science project and get it to production.

Machine Learning 52

Machine Learning Machine Learning Azure Data Science 52

ODSC - Open Data Science

OCTOBER 27, 2023

Companies in sectors like healthcare, finance, legal, retail, and manufacturing frequently handle large numbers of documents as part of their day-to-day operations. These documents often contain vital information that drives timely decision-making, essential for ensuring top-tier customer satisfaction, and reduced customer churn.

AWS 98

AWS AI AI Data Science 98

ODSC - Open Data Science

MAY 29, 2023

Azure Speech Services offer cutting-edge speech recognition and synthesis technology as well as a comprehensive suite of tools that you can leverage to transform how we communicate with machines and access information. Join us as we dive into Speech Studio to explore and learn about Microsoft’s Azure Speech Service.

Azure 52

Azure Data Science Analytics Analytics 52

Data Science 101

JANUARY 10, 2020

Data Drift Monitoring for Azure ML Datasets Azure ML now provides monitoring for when your data changes (called data drift). It focuses on using AWS products to solve data science problems. Courses & Learning. It is February 19, 2020.

Data Science 78

Data Science Power BI Cloud Data Exploratory Data Analysis 78

DataRobot Blog

MARCH 7, 2023

Organizations that want to prove the value of AI by developing, deploying, and managing machine learning models at scale can now do so quickly using the DataRobot AI Platform on Microsoft Azure. DataRobot is available on Azure as an AI Platform Single-Tenant SaaS, eliminating the time and cost of an on-premises implementation.

Azure 59

Azure Machine Learning Machine Learning AI 59

Dataconomy

MARCH 21, 2023

In this article, we will explore the many advantages of CaaS for data science projects and delve into best practices for implementing CaaS in your workflows. What are containers and why are they important for data science? How containers as a service are transforming data science workflows?

Data Science 70

Data Science Data Scientist Azure Data Analysis 70

Dataconomy

MARCH 21, 2023

In this article, we will explore the many advantages of CaaS for data science projects and delve into best practices for implementing CaaS in your workflows. What are containers and why are they important for data science? How containers as a service are transforming data science workflows?

Data Science 70

Data Science Data Scientist Azure Data Analysis 70

ODSC - Open Data Science

FEBRUARY 17, 2023

ChatGPT: The Google Killer, Distributed Training with PyTorch and Azure ML, and Many Models Batch Training Distributed Training with PyTorch and Azure ML Continue reading to learn the simplest way to do distributed training with PyTorch and Azure ML. Learn more about the work they’re doing here!

Azure 52

Azure ML ML Data Science 52

Data Science Dojo

OCTOBER 25, 2023

Subsequently, proceed by adhering to the instructions outlined in the “Readme” document to start using all available models. Deploy Llama 2 on Microsoft Azure Microsoft and Meta have strengthened their partnership, designating Microsoft as the preferred partner for Llama 2.

Azure 358

Azure Artificial Intelligence Artificial Intelligence AI 358

ODSC - Open Data Science

JULY 13, 2023

MLOPs with Azure Machine Learning The MLOps v2 accelerator is the de-facto MLOps solution from Microsoft going forward. As the accelerator continues to evolve, it will remain a one-stop for customers to get started with Azure. Sign up for free and learn all about deep learning and NLP.

Azure 52

Azure Machine Learning Machine Learning AI 52

Snorkel AI

JUNE 23, 2023

But this approach requires labeled data—and a fair amount of it. Documentation from OpenAI recommends that users supply 100 examples per class to instruction-tune its models for classification tasks. The post LLMs high priority for enterprise data science, but concerns remain appeared first on Snorkel AI.

Data Science 64

Data Science Machine Learning Machine Learning Data Scientist 64

Snorkel AI

JUNE 23, 2023

But this approach requires labeled data—and a fair amount of it. Documentation from OpenAI recommends that users supply 100 examples per class to instruction-tune its models for classification tasks. The post LLMs high priority for enterprise data science, but concerns remain appeared first on Snorkel AI.

Data Science 64

Data Science Machine Learning Machine Learning Data Scientist 64

ODSC - Open Data Science

AUGUST 3, 2023

ODSC Keynote — Infuse Generative AI in your apps using Azure OpenAI Service Eve Psalti | Principal Group Program Manager | Microsoft Join this session to learn how Azure OpenAI Service can help your business integrate large language models to help create innovative applications. In the meantime, grab a quick sneak peek below.

Data Science 52

Data Science Azure Data Scientist Predictive Analytics 52

Data Science Dojo

JULY 17, 2023

RapidMiner RapidMiner is a commercial data science platform that can be used for a variety of data analysis tasks. It is a powerful ai tool that can be used to automate many of the tasks involved in data analysis, and it can also help businesses to discover new insights from their data.

Data Analysis 195

Data Analysis Data Analysis Tableau Machine Learning 195

Snorkel AI

JUNE 23, 2023

But this approach requires labeled data—and a fair amount of it. Documentation from OpenAI recommends that users supply 100 examples per class to instruction-tune its models for classification tasks. The post LLMs high priority for enterprise data science, but concerns remain appeared first on Snorkel AI.

Data Science 52

Data Science Machine Learning Machine Learning Data Scientist 52

DagsHub

JULY 25, 2024

Community Support and Documentation A strong community around the platform can be invaluable for troubleshooting issues, learning new techniques, and staying updated on the latest advancements. Assess the quality and comprehensiveness of the platform's documentation. It is well-suited for both research and production environments.

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

IBM Data Science in Practice

MARCH 4, 2024

This means whether you are building and deploying models on watsonx.ai, Amazon Sagemaker/Bedrock, Google Vertex, Microsoft Azure or any other vendor, watsonx.governance can now govern these deployments. Also for RAG Q&A use cases, we can attribute output back to the reference or context data provided for validation and understanding.

AI 130

AI AI ML ML 130

Applied Data Science

FEBRUARY 7, 2022

Chia on Unsplash Calculating distances between a set of coordinates is something that regularly comes up in Data Science projects. Pay for a Cloud provider’s API, such as Google’s, AWS, or on Azure. Their documentation is very easy to follow if you know Docker (if you don’t, read this ) and hosted on the README.md

Data Science 130

Data Science Azure AWS Python 130

ODSC - Open Data Science

MAY 25, 2023

Some of the features users can expect are music suggestions, document summarization, tech support, and answering questions similar to their search engine Bing. As mentioned above, one of the more interesting features is the document summarization. But that’s not all.

AI 52

AI AI Data Science Machine Learning 52

ODSC - Open Data Science

AUGUST 30, 2024

Meta Platforms’ Llama AI models are gaining significant traction in the business world, with major corporations like Goldman Sachs and AT&T integrating these AI tools for various functions, including customer service, document review, and code generation. Subscribe to our weekly newsletter here and receive the latest news every Thursday.

AI 40

AI AI Data Science Azure 40

ODSC - Open Data Science

MARCH 10, 2023

Don’t miss out on the leading data science training conference, featuring 240+ expert-led sessions on essential skills and cutting-edge data science concepts. In fact, these AI tools can help them do their job even better. Register by Friday for 50% off.

Machine Learning 52

Machine Learning Machine Learning AI AI 52

ODSC - Open Data Science

MAY 29, 2023

Research and new offerings in AI fuel the field of data science. Despite this, over 85% of Data Science Pilots remain pilots and do not make it to the production stage. Collaborate and streamline the management of thousands of models across teams with new, innovative features in Azure Machine Learning.

AI 52

AI AI Machine Learning Machine Learning 52

ODSC - Open Data Science

OCTOBER 3, 2024

AI and Data: Enhancing Development with GitHub Copilot How can GitHub Copilot be used in environments like Visual Studio Code, JetBrains IDEs, or Azure Data Studio to significantly reduce coding time? When your data consists of various patient chart document types (e.g.

Data Science 40

Data Science Data Lakes Data Scientist AI 40

Snorkel AI

OCTOBER 18, 2023

Claims adjusters pour hours into reviewing claims documents, verifying information, coordinating with customers, and making decisions about payments. AI can expedite tasks like data entry , document review , trend forecasting, and fraud detection. Book a demo today.

AI 64

AI AI Machine Learning Machine Learning 64

ODSC - Open Data Science

MARCH 3, 2023

LLMs are quickly changing the landscape of society and the data science industry, but do you know how to use them? Ray Project Breaks the Large-Scale Sort Record Here, we will look at how Ray simplifies high-performance distributed programming and how recent advancements in cloud infrastructure improve cost efficiency.

Machine Learning 52

Machine Learning Machine Learning Data Scientist Data Science 52

Data Science 101

OCTOBER 12, 2023

My data sources are usually news, logs and web documents. It’s petabytes of data, so a lot of my time is spent processing it. Once the data is processed I do machine learning: clustering, topic finding, extraction, and classification. So you use a lot of the Azure tools in your job? If so, which ones?

Azure 64

Azure Computer Science Computer Science Clustering 64

Snorkel AI

OCTOBER 18, 2023

Claims adjusters pour hours into reviewing claims documents, verifying information, coordinating with customers, and making decisions about payments. AI can expedite tasks like data entry , document review , trend forecasting, and fraud detection. Book a demo today.

AI 59

AI AI Machine Learning Machine Learning 59

Flipboard

MARCH 22, 2023

In this post, we show how to configure a new OAuth-based authentication feature for using Snowflake in Amazon SageMaker Data Wrangler. Snowflake is a cloud data platform that provides data solutions for data warehousing to data science. For Azure AD, you must also specify a unique identifier for the scope.

AWS 123

AWS Data Preparation Azure Data Scientist 123

Mlearning.ai

AUGUST 21, 2023

This article explains the basics of using LLM on custom document with code. It touches on creating, storing and retrieval of vector embeddings from document to use as custom context on LLM’s Applications of Generative AI are at the forefront post the LLM boom. Hence, documents should be split into chunks of text.

AI 52

AI AI SQL Azure 52

ODSC - Open Data Science

NOVEMBER 8, 2023

Some organizations use their own tools, such as Microsoft’s Azure OpenAI GPT Models , so make sure that you’re following their directions properly as well. we can integrate them with other systems — for example, we have a model generate the code to make an API call, write and execute data science code, query tabular data, the list goes on.

AI 52

AI AI Natural Language Processing Data Science 52

DrivenData Labs

MAY 24, 2023

Currently pursuing graduate studies at NYU's center for data science. Alejandro Sáez: Data Scientist with consulting experience in the banking and energy industries currently pursuing graduate studies at NYU's center for data science. What motivated you to compete in this challenge? The federated learning aspect.

Machine Learning 225

Machine Learning Machine Learning Decision Trees Data Science 225

Pickl AI

NOVEMBER 28, 2024

Using appropriate metrics like the F1 score also ensures a more balanced model performance evaluation, especially for imbalanced data. Model Deployment and Scalability Deploying Machine Learning models to production environments is crucial in applying Data Science insights to real-world problems.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

ODSC - Open Data Science

JANUARY 29, 2024

They design intricate sequences of prompts, leveraging their knowledge of AI, machine learning, and data science to guide powerful LLMs (Large Language Models) towards complex tasks. Data science methodologies and skills can be leveraged to design these experiments, analyze results, and iteratively improve prompt strategies.

Data Science 52

Data Science Machine Learning Machine Learning Natural Language Processing 52

ODSC - Open Data Science

MARCH 8, 2024

Once the relevant set of words, sentences or documents is retrieved, it becomes the context from which the LLM generates the response. Among the proprietary VectorDB, we can quote Azure AI Search (formerly called Azure Cognitive Search), Microsoft’s AI search engine that has recently added the vector search modality among its features.

Azure 52

Azure Data Science AI AI 52