ODSC - Open Data Science

APRIL 12, 2023

In the weeks since we announced our first group of partners for ODSC East 2023 , we’ve added even more industry-leading organizations and startups helping to shape the future of AI and data science for enterprise. With an emphasis on continuous development, Microsoft Azure is ready to support its clients whatever the future might bring.

Data Science 97

Data Science Azure AI AI 97

Hacker News

NOVEMBER 14, 2023

OnPrem - Geospatial database D2. OnPrem - SAP database D4. OnCloud - Large mirror database D10. OnPrem - LotusNotes database D11. OnPrem - LotusNotes database D11. OnPrem - IBM BPM database D12. In 2000s many of our systems were built on top of IBM Lotus Notes databases. OnPrem - Sharepoint D7.

Power BI 127

Power BI Database Algorithm Azure 127

ODSC - Open Data Science

MAY 11, 2023

Databases for the Era of Artificial Intelligence Everyone is talking about ChatGPT. But without a vector database, generative AI will not achieve the goal of truly human-like intelligence. In this blog post, we unravel the truth behind the buzz and reveal the limitations that make this project unsuitable for real-world applications.

AI 52

AI AI Azure Data Science 52

Towards AI

AUGUST 30, 2023

Last Updated on September 1, 2023 by Editorial Team Author(s): Stephen Bonifacio Originally published on Towards AI. It works by storing text-based documents (that the LLM has no knowledge of) on an external database. The web app can be deployed ‘as-is’ in one click as an app service hosted in Azure. Click to zoom.

Azure 112

Azure Database Algorithm AI 112

phData

JUNE 8, 2023

Power BI Report Builder Limitations Limited documentation and resources (this has been growing since the start of 2023). The data sources with a “*” indicate that they require a Power BI gateway in order to access and share reports on the Power BI service. Can be used to migrate reports from SSRS to Power BI.

Power BI 90

Power BI SQL Azure Database 90

Towards AI

NOVEMBER 9, 2023

Last Updated on November 10, 2023 by Editorial Team Author(s): Pere Martra Originally published on Towards AI. Now, we will see how to use Azure OpenAI Studio to create an inference endpoint that we can call to generate SQL commands. Create an Azure subscription. Request access to Azure OpenAI Studio.

Azure 108

Azure SQL Data Science Database 108

ODSC - Open Data Science

MARCH 3, 2023

Open Source Data Exploration Tools You Need to Know, GitHub Codespaces and Copilot, and Meta’s New LLM 11 Open Source Data Exploration Tools You Need to Know in 2023 In this article, we’re going to cover 11 data exploration tools that are specifically designed for exploration and analysis.

Machine Learning 52

Machine Learning Machine Learning Data Scientist Data Science 52

Analytics Vidhya

AUGUST 18, 2023

Introduction In the era of Data storehouse, the need for assimilating the data from contrasting sources into a single consolidated database requires you to Extract the data from its parent source, Transform and amalgamate it, and thus, Load it into the consolidated database (ETL).

ETL 222

ETL Database Analytics Analytics 222

Mlearning.ai

FEBRUARY 16, 2023

The solution was built on top of Amazon Web Services and is now available on Google Cloud and Microsoft Azure. Snowflake Database Pros Extensive Storage Opportunities Snowflake provides affordability, scalability, and a user-friendly interface. Let’s look at a brief overview of the most widespread database use cases.

Data Warehouse 52

Data Warehouse Business Intelligence Business Intelligence Database 52

The MLOps Blog

JANUARY 23, 2023

But, it is not rare that data engineers and database administrators process, control, and store terabytes of data in projects that are not related to machine learning. Data from different formats, databases, and sources are combined together for modeling. It supports most major cloud providers, such as AWS, GCP, and Azure.

ML 52

ML ML Data Lakes Machine Learning 52

ODSC - Open Data Science

JANUARY 29, 2024

Fine-tuning is important for applying domain-specific knowledge to an existing LLM which provides better performance and prompt results Inference Efficiency An emergent skill in late 2023, its inclusion speaks to its importance. This enhances the context awareness and factual accuracy of LLM outputs.

Data Science 52

Data Science Machine Learning Machine Learning Natural Language Processing 52

The MLOps Blog

JUNE 27, 2023

As you delve into the landscape of MLOps in 2023, you will find a plethora of tools and platforms that have gained traction and are shaping the way models are developed, deployed, and monitored. Open-source tools have gained significant traction due to their flexibility, community support, and adaptability to various workflows.

Machine Learning 134

Machine Learning Machine Learning ML ML 134

Becoming Human

MAY 15, 2023

One is a scripting language such as Python, and the other is a Query language like SQL (Structured Query Language) for SQL Databases. There is one Query language known as SQL (Structured Query Language), which works for a type of database. SQL Databases are MySQL , PostgreSQL , MariaDB , etc. Why do we need databases?

Data Science 75

Data Science Machine Learning Machine Learning Database 75

Snorkel AI

JUNE 7, 2023

student Zachary Huang took the second-place prize of $5,000 dollars worth of cloud GPU credits from Lamba with a presentation on JoinBoost, a package he created that allows users to train tree models inside databases faster and more safely than traditional methods. Columbia University Ph.D. Rutgers Universit Ph.D.

Data Scientist 52

Data Scientist AI AI Machine Learning 52

Snorkel AI

JUNE 7, 2023

student Zachary Huang took the second-place prize of $5,000 dollars worth of cloud GPU credits from Lamba with a presentation on JoinBoost, a package he created that allows users to train tree models inside databases faster and more safely than traditional methods. Registration is now open for The Future of Data-Centric AI 2023.

Data Scientist 52

Data Scientist AI AI Machine Learning 52

ODSC - Open Data Science

APRIL 6, 2023

It’s a foundational skill for working with relational databases Just about every data scientist or analyst will have to work with relational databases in their careers. Another boon for efficient work that SQL provides is its simple and consistent syntax that allows for collaboration across multiple databases.

SQL 98

SQL Data Scientist Database Data Analysis 98

phData

MAY 25, 2023

How to Optimize Power BI and Snowflake for Advanced Analytics Spencer Baucke May 25, 2023 The world of business intelligence and data modernization has never been more competitive than it is today. In a perfect world, Microsoft would have clients push even more storage and compute to its Azure Synapse platform.

Power BI 84

Power BI Analytics Analytics Azure 84

AssemblyAI

OCTOBER 4, 2023

You'll use Semantic Kernel's abstractions to interact with an LLM and store the transcripts in a vector database. The transcripts will be stored in an open-source vector database, Chroma. Alternatively, you can use a different vector database supported by Semantic Kernel. Update the Main method with the following code.

Database 64

Database Azure AI AI 64

Pickl AI

JANUARY 23, 2023

It supports database independence and uses open-source Breed technology to teach robots using data insights. Azure ML Studio Azure ML Studio is a machine learning framework that helps developers to build different machine learning models as well as the APIs. Pros It is cost effective. Cons Little difficult to learn.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

DagsHub

DECEMBER 11, 2023

Best 8 data version control tools for 2023 (Source: DagsHub ) Introduction With business needs changing constantly and the growing size and structure of datasets, it becomes challenging to efficiently keep track of the changes made to the data, which leads to unfortunate scenarios such as inconsistencies and errors in data.

Machine Learning 98

Machine Learning Machine Learning Data Lakes Database 98

ODSC - Open Data Science

OCTOBER 9, 2023

Microsoft Azure One of the giants of the cloud computing realm, Microsoft Azure offers a comprehensive suite of AI and machine learning services that are easy to use, scalable, and backed by Microsoft’s commitment to responsible AI. In January 2023, HPE acquired Pachyderm to expand its AI and machine learning offerings.

Machine Learning 52

Machine Learning Machine Learning AI AI 52

phData

SEPTEMBER 15, 2023

Salesforce Sync Out is a crucial tool that enables businesses to transfer data from their Salesforce platform to external systems like Snowflake, AWS S3, and Azure ADLS. Role with usage permissions on the warehouse and the privileges on the database and schema that will be used. What is Salesforce Sync Out?

Data Warehouse 52

Data Warehouse Tableau Data Silos Analytics 52

phData

DECEMBER 4, 2023

More on this topic later; but for now, keep in mind that the simplest method is to create a naming convention for database objects that allows you to identify the owner and associated budget. You can set this value for each database and choose to have non-production data stored for fewer days. authorization server.

Clustering 98

Clustering Database SQL Data Pipeline 98

IBM Journey to AI blog

SEPTEMBER 11, 2023

Thus, was born a single database and the relational model for transactions and business intelligence. Db2 (LUW) was born in 1993, and 2023 marks its 30th anniversary. Db2 can run on Red Hat OpenShift and Kubernetes environments, ROSA & EKS on AWS, and ARO & AKS on Azure deployments.

Database 91

Database SQL Data Warehouse Machine Learning 91

phData

JULY 25, 2023

We’ll help you understand what it is and how much data strategy costs in 2023. You require a data strategy service in the first place, as staying relevant in 2023 is possible only through mastering your data. You can choose from Amazon Web Services (AWS), Microsoft Azure, GCP, Oracle Cloud, etcetera.

Data Engineering 52

Data Engineering Data Engineer Data Engineering Data Engineering 52

phData

JULY 25, 2023

We’ll help you understand what it is and how much data strategy costs in 2023. You require a data strategy service in the first place, as staying relevant in 2023 is possible only through mastering your data. You can choose from Amazon Web Services (AWS), Microsoft Azure, GCP, Oracle Cloud, etcetera.

Data Engineering 52

Data Engineering Data Engineer Data Engineering Data Engineering 52

phData

SEPTEMBER 20, 2023

Database Per Domain A popular approach is to utilize a single Snowflake account. In this setup, various domains operate within distinct databases and autonomous compute clusters, each serving as its independent environment. Or any of the various cloud storage buckets could be used (Amazon S3, Azure Blob Storage, etc.)

Data Silos 52

Data Silos Database Data Quality Data Engineering 52

Mlearning.ai

SEPTEMBER 4, 2023

4] Private instances: Microsoft Azure provides a private instance of ChatGPT. According to Microsoft, prompts (inputs) and completions (outputs), embeddings, and training data are not available to other customers or to improve any products or services such as OpenAI models, Microsoft Azure, or any other 3rd party.[5],[6]

AI 52

AI AI Azure Machine Learning 52

The MLOps Blog

OCTOBER 20, 2023

Reading & executing from.sql scripts We can use.sql files that are opened and executed from the notebook through a database connector library. connection_params: A dictionary containing PostgreSQL connection parameters, such as 'host', 'port', 'database', 'user', and 'password'.

SQL 52

SQL Database Data Scientist Python 52

O'Reilly Media

NOVEMBER 28, 2023

Generative AI has been the biggest technology story of 2023. As of November 2023: Two-thirds (67%) of our survey respondents report that their companies are using generative AI. If we asked whether their companies were using databases or web servers, no doubt 100% of the respondents would have said “yes.” of users and 3.9%

AI 108

AI AI Data Analysis Data Analysis 108

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

Smart Data Collective

OCTOBER 16, 2022

Moreover, by 2023, the figure might reach nearly $600 billion. Some of the popular storage services are Oracle cloud, Amazon, Microsoft Azure, etc. Here, only one server can be used, either physical or virtual, that is, a web server, database, and application. billion by the end of 2022 , growing at a rate of 20.4% Single site.

Cloud Computing 109

Cloud Computing Azure Cloud Data Database 109

ODSC - Open Data Science

JULY 11, 2023

Cloud data centers: These are data centers owned and operated by cloud providers, such as Amazon Web Services, Microsoft Azure, or Google Cloud Platform, and provide a range of services on a pay-as-you-go basis. General availability of Azure OpenAI Service expands access to large advanced AI models with added enterprise benefits, on [link] 4.

Data Lakes 40

Data Lakes AI AI Cloud Computing 40

Mlearning.ai

JANUARY 17, 2024

In principle, the EU has issued a regulation that essentially addresses the capabilities of pre-generative models. ZDNet’s Vala Afshar did a great job here. The best outlook for a journey into the unknown is a compilation of outlooks: An exciting overview of what the leading tech fortune tellers like IDC, Gartner, Forrester & Co.

AI 98

AI AI Deep Learning Deep Learning 98

Dataconomy

APRIL 25, 2023

🌵 ♬ use this audio if im the best editor oat – alpine Wolfram Alpha : Wolfram Alpha is a computational knowledge engine that can answer any question or query using its vast database of facts and algorithms. You can use Diffbot to build your own custom databases or APIs for any purpose.

AI 217

AI AI Artificial Intelligence Artificial Intelligence 217

Towards AI

JULY 19, 2023

Last Updated on July 19, 2023 by Editorial Team Author(s): Ricky Costa Originally published on Towards AI. The Vision of St. John on Patmos | Correggio NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher | 02.14.21 Heartbreaker Hey Welcome back!

Natural Language Processing 95

Natural Language Processing Azure Python Artificial Intelligence 95

Towards AI

JULY 21, 2023

Last Updated on July 21, 2023 by Editorial Team Author(s): Ricky Costa Originally published on Towards AI. The Vision of St. John on Patmos | Correggio NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher | 02.14.21 Heartbreaker Hey Welcome back!

Natural Language Processing 52

Natural Language Processing Azure Python Artificial Intelligence 52