IBM Journey to AI blog

MARCH 14, 2024

Also, traditional database management tasks, including backups, upgrades and routine maintenance drain valuable time and resources, hindering innovation. By using fit-for-purpose databases, customers can efficiently run workloads, using the appropriate engine at the optimal cost to optimize analytics for the best price-performance.

AWS 93

AWS Database ETL AI 93

Flipboard

NOVEMBER 24, 2023

This use case highlights how large language models (LLMs) are able to become a translator between human languages (English, Spanish, Arabic, and more) and machine interpretable languages (Python, Java, Scala, SQL, and so on) along with sophisticated internal reasoning.

Database 158

Database AWS ETL SQL 158

AWS Machine Learning Blog

MAY 30, 2024

In this post, we describe how CBRE partnered with AWS Prototyping to develop a custom query environment allowing natural language query (NLQ) prompts by using Amazon Bedrock, AWS Lambda , Amazon Relational Database Service (Amazon RDS), and Amazon OpenSearch Service. The wrapper function runs the SQL query using psycopg2.

AWS 129

AWS SQL Database AI 129

Cambridge Intelligence

OCTOBER 25, 2023

Visualizing graph data doesn’t necessarily depend on a graph database… Working on a graph visualization project? You might assume that graph databases are the way to go – they have the word “graph” in them, after all. Do I need a graph database? It depends on your project. Unstructured? Under construction?

Database 64

Database Data Modeling Data Models Algorithm 64

AWS Machine Learning Blog

NOVEMBER 14, 2024

In this post, we save the data in JSON format, but you can also choose to store it in your preferred SQL or NoSQL database. Run the Streamlit demo Now that you have the components in place and the invoices processed using Amazon Bedrock, it’s time to deploy the Streamlit application.

AWS 111

AWS Python AI AI 111

Hacker News

JULY 18, 2023

What if you could automatically shard your PostgreSQL database across any number of servers and get industry-leading performance at scale without any special data modelling steps? And if you want to see demos of some of this functionality, be sure to join us for the livestream of the Citus 12.0 Updates page. Let’s dive in!

Database 123

Database SQL Data Modeling Data Models 123

phData

NOVEMBER 28, 2024

“ Vector Databases are completely different from your cloud data warehouse.” – You might have heard that statement if you are involved in creating vector embeddings for your RAG-based Gen AI applications. Enhanced Search and Retrieval Augmented Generation: Vector search systems work by matching queries with embeddings in a database.

Python 52

Python Database SQL Machine Learning 52

Snorkel AI

MAY 26, 2023

[link] Ahmad Khan, head of artificial intelligence and machine learning strategy at Snowflake gave a presentation entitled “Scalable SQL + Python ML Pipelines in the Cloud” about his company’s Snowpark service at Snorkel AI’s Future of Data-Centric AI virtual conference in August 2022. Welcome everybody.

SQL 52

SQL ML ML Python 52

Snorkel AI

MAY 26, 2023

[link] Ahmad Khan, head of artificial intelligence and machine learning strategy at Snowflake gave a presentation entitled “Scalable SQL + Python ML Pipelines in the Cloud” about his company’s Snowpark service at Snorkel AI’s Future of Data-Centric AI virtual conference in August 2022. Welcome everybody.

SQL 52

SQL ML ML Python 52

ODSC - Open Data Science

FEBRUARY 13, 2023

Topics include python fundamentals, SQL for data science, statistics for machine learning, and more. Deep Learning with Tensorflow 2 and Pytorch Originally recorded as a live training, this session serves as a primer on deep learning theory that will bring the revolutionary machine learning approach to life with hands-on demos.

Machine Learning 98

Machine Learning Machine Learning Deep Learning Deep Learning 98

Flipboard

AUGUST 17, 2023

Amazon Redshift uses SQL to analyze structured and semi-structured data across data warehouses, operational databases, and data lakes, using AWS-designed hardware and ML to deliver the best price-performance at any scale. Enter a stack name, such as Demo-Redshift. yaml locally. For Prepare template , select Template is ready.

ML 123

ML ML AWS Data Warehouse 123

IBM Journey to AI blog

APRIL 8, 2024

The new Amazon Relational Database Service (Amazon RDS) for Db2 offering allows customers to migrate their existing, self-managed Db2 databases to the cloud and accelerate strategic modernization initiatives. AWS ran a live demo to show how to get started in just a few clicks. Where can I provide feedback?

AWS 87

AWS Database Data Warehouse Analytics 87

Tableau

DECEMBER 1, 2021

Chris had earned an undergraduate computer science degree from Simon Fraser University and had worked as a database-oriented software engineer. In 2004, Tableau got both an initial series A of venture funding and Tableau’s first EOM contract with the database company Hyperion—that’s when I was hired. Release v1.0

Tableau 145

Tableau ML ML Database 145

ODSC - Open Data Science

FEBRUARY 14, 2023

Since its release on November 30, 2022 by OpenAI , the ChatGPT public demo has taken the world by storm. These models are the technology behind Open AI’s DALL-E and GPT-3 , and are powerful enough to understand natural language commands and generate high-quality code to instantly query databases.

Database 124

Database AI AI Natural Language Processing 124

IBM Journey to AI blog

SEPTEMBER 25, 2023

This blog takes you on a journey into the world of Uber’s analytics and the critical role that Presto, the open source SQL query engine, plays in driving their success. This allowed them to focus on SQL-based query optimization to the nth degree. They stood up a file-based data lake alongside their analytical database.

Data Lakes 102

Data Lakes Analytics Analytics Clustering 102

phData

JULY 19, 2023

It exposes new interfaces for development in Python , Scala, or Java to supplement Snowflake’s original SQL interface. SQL is, of course, the lingua franca for data, but there are many applications and development teams that rely heavily on other languages. What’s New with Snowpark? ” Of course! conda create -n snowpark python=3.8

Python 52

Python SQL Database 52

phData

JULY 19, 2023

It exposes new interfaces for development in Python , Scala, or Java to supplement Snowflake’s original SQL interface. SQL is, of course, the lingua franca for data, but there are many applications and development teams that rely heavily on other languages. What’s New with Snowpark? ” Of course! conda create -n snowpark python=3.8

Python 52

Python SQL Database 52

IBM Journey to AI blog

OCTOBER 17, 2023

A business event is represented by a change in state of the data flowing between your applications, systems and databases and, most importantly, the time it occurred. A business event can describe anything that happens which is significant to an enterprise’s operation.

Data Analyst 94

Data Analyst Data Visualization Business Intelligence Business Intelligence 94

phData

MAY 31, 2023

From there, ChatGPT generates a SQL query which is then executed in the Snowflake Data Cloud , and the results are brought back into the application in a table format. In this case, after the SQL query is executed on Snowflake, it is converted into a Python dataframe, and basic graphic code is executed to generate the image.

SQL 52

SQL Data Modeling Data Models Database 52

phData

JULY 29, 2023

We’ve been focusing on two key areas: Microsoft SQL Server to Snowflake Data Cloud SQL translations and our new Advisor tool within the phData Toolkit. SQL Translation Updates When customers are looking to migrate between platforms, there’s always a challenge in migrating existing code. Let’s dive in.

SQL 52

SQL Database Data Pipeline 52

AWS Machine Learning Blog

JUNE 4, 2024

In this demo, an outbound call is made using the CreateSipMediaApplicationCall API. And what are you using for your database ? spk_1: Oh , yeah , for a database , we currently have a 200 gigabyte database running my as to will and I can’t remember the version. But um the thing about our database is sometimes it lags.

AWS 117

AWS Database AI AI 117

ODSC - Open Data Science

MARCH 2, 2023

SQL Databases might sound scary, but honestly, they’re not all that bad. And much of that is thanks to SQL (Structured Query Language). Believe it or not, SQL is about to celebrate its fiftieth birthday next year as it was first developed in 1974 as part of IBM’s System R Project. Learning is learning.

Data Science 52

Data Science SQL Deep Learning Deep Learning 52

phData

SEPTEMBER 7, 2023

Over the last month, we’ve been heavily focused on adding additional support for SQL translations to our SQL Translations tool. Specifically, we’ve been introducing fixes and features for our Microsoft SQL Server to Snowflake translation. This is where the SQL Translation tool can be a massive accelerator for your migration.

SQL 52

SQL Data Profiling Data Pipeline Database 52

Smart Data Collective

JULY 22, 2019

With the help of SQL and R, this tool analyzes your data and turns it into pretty interactive dashboards within minutes. You can add time-based and custom filters, write SQL, get charts, and share dashboards with the team. Its analytics can integrate with different SQL databases and different data warehouses.

Business Intelligence 103

Business Intelligence Business Intelligence Power BI Tableau 103

The MLOps Blog

MAY 10, 2023

To ensure security and JSON/pickle benefits, you can save your model to a dedicated database. Next, you will see how you can save an ML model in a database. Storing ML models in a database There is also scope for you to save your ML models in relational databases PostgreSQL , MySQL , Oracle SQL , etc.

Python 105

Python ML ML Database 105

ODSC - Open Data Science

APRIL 3, 2023

Data Wrangling: Data Quality, ETL, Databases, Big Data The modern data analyst is expected to be able to source and retrieve their own data for analysis. Competence in data quality, databases, and ETL (Extract, Transform, Load) are essential. SQL excels with big data and statistics, making it important in order to query databases.

Analytics 52

Analytics Analytics Data Analyst Data Science 52

Tableau

DECEMBER 1, 2021

Chris had earned an undergraduate computer science degree from Simon Fraser University and had worked as a database-oriented software engineer. In 2004, Tableau got both an initial series A of venture funding and Tableau’s first OEM contract with the database company Hyperion—that’s when I was hired. Release v1.0

Tableau 98

Tableau ML ML Database 98

phData

AUGUST 29, 2023

Many tools can help teams migrate SQL code more efficiently, such as Liquibase, Flyway, and schemachange. How do you deploy your SQL code into Production? When utilized effectively, it is essential to store all SQL code in a version control system such as git. sql Always A__[description].sql Repeatable R__[description].sql

Azure 52

Azure SQL Database Python 52

IBM Journey to AI blog

JANUARY 10, 2023

Background on the Netezza Performance Server capability demo. Netezza Performance Server (NPS) has recently added the ability to access Parquet files by defining a Parquet file as an external table in the database. Prerequisites for the demo. Figure 1 – NPS database table definitions. The data definition.

Data Warehouse 52

Data Warehouse Data Analysis Data Analysis SQL 52

IBM Journey to AI blog

FEBRUARY 12, 2024

It offers businesses the capability to capture and process real-time information from diverse sources, such as databases, software applications and cloud services. Instead of requiring skilled Flink structured query language (SQL) programmers, other business teams can immediately extract actionable insights from relevant events.

Apache Kafka 100

Apache Kafka EDA SQL Database 100

Hacker News

MAY 26, 2023

To be blunt, a lot of that hype is just some demo b t that would fall over the instant anyone tried to use it for a real task that their job depends on. It’s kinda like SQL injection, except worse and with no solution today. However, I want to talk about something else first. blog post that explains it.

Machine Learning 200

Machine Learning Machine Learning Database SQL 200

The MLOps Blog

OCTOBER 20, 2023

Example template for an exploratory notebook | Source: Author How to organize code in Jupyter notebook For exploratory tasks, the code to produce SQL queries, pandas data wrangling, or create plots is not important for readers. In those cases, most of the data exploration and wrangling will be done through SQL. documentation.

SQL 52

SQL Database Data Scientist Python 52

phData

DECEMBER 16, 2024

The session included a demo on running a vLLM server for your own large language model (LLM) inference service using Modal. Dolt: Version Control For Databases Imagine Git and MySQL had a baby: thats Dolt, the worlds first and only version-controlled SQL database.

ML 52

ML ML Database Machine Learning 52

AWS Machine Learning Blog

MAY 31, 2024

Challenges associated with these stages involve not knowing all touchpoints where data is persisted, maintaining a data pre-processing pipeline for document chunking, choosing a chunking strategy, vector database, and indexing strategy, generating embeddings, and any manual steps to purge data from vector stores and keep it in sync with source data.

AWS 131

AWS Machine Learning Machine Learning Database 131

Snorkel AI

MAY 14, 2024

For example, they can enable access for SQL for annotators in one workspace, Snowflake for data scientists in another workspace, and lock down local file upload for all roles across all workspaces. For example, they can choose to only allow administrators and super administrators to add or edit configurations for the company’s SQL database.

Data Scientist 52

Data Scientist SQL AI AI 52

Snorkel AI

MAY 14, 2024

For example, they can enable access for SQL for annotators in one workspace, Snowflake for data scientists in another workspace, and lock down local file upload for all roles across all workspaces. For example, they can choose to only allow administrators and super administrators to add or edit configurations for the company’s SQL database.

SQL 52

SQL Data Scientist Machine Learning Machine Learning 52

Cambridge Intelligence

NOVEMBER 7, 2022

We’ve seen significant interest in TigerGraph’s fast, scalable graph database platform recently. In response, I put together this TigerGraph tutorial to create a React graph visualization application that integrates with their cloud database. Now we’ll create a database query that we can use in ReGraph.

Database 52

Database SQL Data Scientist Data Visualization 52