Flipboard

DECEMBER 26, 2024

Employers have a slightly different preferencethey give an edge to job seekers who know SQL (pronounced as sequel), a database query language. It should be noted that just knowing SQL is not enough, and it must be paired with a more traditional programming language like Python or C++.

Artificial Intelligence 177

Artificial Intelligence Artificial Intelligence SQL AI 177

AWS Machine Learning Blog

NOVEMBER 15, 2024

For instance, analyzing large tables might require prompting the LLM to generate Python or SQL and running it, rather than passing the tabular data to the LLM. The available data sources are: Stock Prices Database Contains historical stock price data for publicly traded companies. We give more details on that aspect later in this post.

Database 122

Database SQL Data Analysis Data Analysis 122

AWS Machine Learning Blog

DECEMBER 6, 2023

With the right underlying embedding model, capable of producing accurate semantic representations of the input document chunks and the input questions, and an efficient semantic search module, this solution is able to answer questions that require retrieving existent information in a database of documents.

SQL 130

SQL AWS Analytics Analytics 130

Dataconomy

MAY 27, 2024

Despite the furore that erupted after Cambridge Analytica, the dirty data problem hasn’t gone away: major breaches are commonplace, with a report by Apple last year indicating that the total number of data breaches tripled between 2013 and 2022. In the past two years alone, 2.6

Data Warehouse 213

Data Warehouse Database SQL Analytics 213

Pickl AI

NOVEMBER 5, 2024

Summary : This article highlights the differences between Db2 ODBC and Embedded SQL, focusing on their performance, flexibility, and use cases. Introduction DB2 is a robust relational database management system currently utilised by over 16,931 companies worldwide as of 2024.

SQL 52

SQL Database Data Analysis Data Analysis 52

AWS Machine Learning Blog

OCTOBER 24, 2024

Basic knowledge of a SQL query editor. Database name : Enter dev. Database user : Enter awsuser. A provisioned or serverless Amazon Redshift data warehouse. For this post we’ll use a provisioned Amazon Redshift cluster. A SageMaker domain. A QuickSight account (optional). Deploy the Cloudformation template to your account.

Data Warehouse 117

Data Warehouse Machine Learning Machine Learning Cloud Data 117

Pickl AI

DECEMBER 19, 2024

Summary: Stored procedure in SQL encapsulate reusable SQL code for efficient database management. Following best practices like error handling and version control ensures scalable, maintainable, and secure solutions for modern database operations. from 2022 to 2029rising from USD 15.5 billion to USD 30.4

SQL 52

SQL Database Database Administration Python 52

Data Science Blog

NOVEMBER 15, 2023

The database for Process Mining is also establishing itself as an important hub for Data Science and AI applications, as process traces are very granular and informative about what is really going on in the business processes. This aspect can be applied well to Process Mining, hand in hand with BI and AI.

Data Modeling 245

Data Modeling Data Models Business Intelligence Business Intelligence 245

Towards AI

NOVEMBER 9, 2023

Created by Author with Dall-E2 In the previous article, we learned how to set up a prompt able to generate SQL commands from the user requests. Now, we will see how to use Azure OpenAI Studio to create an inference endpoint that we can call to generate SQL commands. Jusct clicking on the Deployment name we can start working.

Azure 121

Azure SQL Data Science Database 121

Flipboard

APRIL 11, 2023

In 2022, security wasn’t in the news as often as it was in 2020 and 2021. Database Proliferation Years ago, I wrote that NoSQL wasn’t a database technology; it was a movement. It was a movement that affirmed the development and use of database architectures other than the relational database.

Database 171

Database Python Clustering SQL 171

phData

DECEMBER 29, 2022

This automation includes things like SQL translation during a data platform migration (SQLMorph), making changes to your Snowflake information architecture (Tram), and checking for parity and data quality between platforms (Data Source Automation). This includes things like creating and modifying databases, schemas, and permissions.

SQL 52

SQL Database Database Administration Data Profiling 52

Towards AI

MARCH 7, 2024

Conditional Queries: These involve conditions or filters, like “List all transactions above $500 that occurred in 2022” or “Show me all the products that are out of stock.” Instead, we will leverage LangChain’s SQL Agent to generate complex database queries from human text.

SQL 59

SQL Database Python Azure 59

Cambridge Intelligence

OCTOBER 19, 2023

That’s why our data visualization SDKs are database agnostic: so you’re free to choose the right stack for your application. There have been a lot of new entrants and innovations in the graph database category, with some vendors slowly dipping below the radar, or always staying on the periphery. can handle many graph-type problems.

Database 59

Database Azure Analytics Analytics 59

Towards AI

AUGUST 18, 2023

Screenshot | Taken By The Author | All rights reserved In October 2022, when I began experimenting with Large Language Models (LLMs), my initial inclination was to explore text completions, classifications, NER, and other NLP-related areas. For our demonstration, we’ll create a SQL Chatbot that fields SQL-related queries.

SQL 98

SQL Database AI AI 98

Hacker News

JULY 17, 2023

She wanted students to know that there are things called databases. That databases, if they are designed well, are easy to index and to find information in. Databases could be used to automatically generate Web pages. We used these blocks to talk about queries and database design in the class.

Database 122

Database Computer Science Computer Science Algorithm 122

Data Science Dojo

JULY 3, 2024

Databases and SQL : Managing and querying relational databases using SQL, as well as working with NoSQL databases like MongoDB. Bureau of Labor Statistics estimates the data science job outlook to be 35% between 2022–32, far above the average for all jobs of 2%.

Data Science 150

Data Science Machine Learning Machine Learning Data Visualization 150

AWS Machine Learning Blog

MARCH 14, 2024

We formulated a text-to-SQL approach where by a user’s natural language query is converted to a SQL statement using an LLM. The SQL is run by Amazon Athena to return the relevant data. Our final solution is a combination of these text-to-SQL and text-RAG approaches. The following table contains some example responses.

SQL 135

SQL AWS AI AI 135

Pickl AI

OCTOBER 21, 2024

Summary: This article highlights the significance of Database Management Systems in social media giants, focusing on their functionality, types, challenges, and future trends that impact user experience and data management. billion in 2022 and is projected to surge to around USD 152.36

Database 52

Database Apache Kafka Machine Learning Machine Learning 52

IBM Journey to AI blog

APRIL 13, 2023

Someone with the knowledge of SQL and access to a Db2 instance, where the in-database ML feature is enabled, can easily learn to build and use a machine learning model in the database. In this post, I will show how to develop, deploy, and use a decision tree model in a Db2 database.

Decision Trees 105

Decision Trees ML ML Database 105

IBM Journey to AI blog

SEPTEMBER 11, 2023

Boyce to create Structured Query Language (SQL). Thus, was born a single database and the relational model for transactions and business intelligence. Developers can leverage features like REST APIs, JSON support and enhanced SQL compatibility to easily build cloud-native applications. Chamberlin and Raymond F.

Database 101

Database SQL Data Warehouse Machine Learning 101

AWS Machine Learning Blog

SEPTEMBER 19, 2023

For structured data, the agent uses the SQL Connector and SQLAlchemy to analyze databases, which includes Amazon Athena. Session(region_name=region_name) athena_client = session.client('athena') database=database_name table=table_Name. It can query a stocks database to answer questions on stocks. WWW: $85.91 DDD: $9.82

AWS 136

AWS AI AI ML 136

IBM Journey to AI blog

SEPTEMBER 1, 2023

According to the IBM Security X-Force Threat Intelligence Index 2023 , ransomware attacks represented 17 percent of all cyberattacks in 2022. Injection Attacks In these attacks, hackers inject malicious code into a program or download malware to execute remote commands, enabling them to read or modify a database or change website data.

SQL 124

SQL Database Internet of Things Machine Learning 124

phData

APRIL 5, 2023

Toward the end of 2022, Snowflake was in use by nearly half of all Fortune 500 companies and it is expected that this proportion will continue to grow throughout the rest of the decade. As one of the premier cloud-based database tools, it sees usage across virtually every industry and vertical. What option is there, then?

SQL 52

SQL Database Analytics Analytics 52

IBM Journey to AI blog

JANUARY 10, 2023

In this example, we will demonstrate using current data within a Netezza Performance Server as a Service (NPSaaS) table combined with historical data in Parquet files to determine if flight delays have increased in 2022 due to the impact of the COVID-19 pandemic on the airline travel industry. The data definition.

Data Warehouse 52

Data Warehouse Data Analysis Data Analysis SQL 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

DagsHub

DECEMBER 11, 2023

Released in 2022, DagsHub’s Direct Data Access (DDA for short) allows Data Scientists and Machine Learning engineers to stream files from DagsHub repository without needing to download them to their local environment ahead of time. It versions tables instead of files and has a SQL query interface for those tables.

Machine Learning 98

Machine Learning Machine Learning Data Lakes Data Science 98

Pickl AI

MARCH 25, 2025

Summary: First Normal Form (1NF) ensures structured databases by eliminating duplicate columns, enforcing atomicity, and using unique identifiers. Understanding 1NF is crucial for database optimisation. Learn SQL and data science techniques with Pickl.AIs courses to master efficient data management and analytics.

Database 52

Database SQL Data Science Data Analysis 52

AWS Machine Learning Blog

APRIL 18, 2023

As soon as Amazon Monitron IoT data is available in Amazon S3, a database and table are created in Amazon Athena by using an AWS Glue crawler. No specialized knowledge is required to build this solution, but basic Linux, Python, and SQL knowledge will help. Select Add Database , and enter a name for the database.

AWS 95

AWS ML ML Database 95

AWS Machine Learning Blog

JUNE 26, 2024

Analysts need to learn new tools and even some programming languages such as SQL (with different variations). Action groups – Action groups are interfaces that an agent uses to interact with the different underlying components such as APIs and databases.

AWS 138

AWS AI AI Database 138

Pickl AI

FEBRUARY 11, 2025

Although modern databases favour relational and NoSQL models, understanding the hierarchical model remains crucial for database management and structured data applications. Introduction Database models define how data is structured, stored, and accessed. billion in 2022 and is projected to reach $152.36

Database 52

Database SQL 52

IBM Journey to AI blog

FEBRUARY 12, 2024

As IDC stated: as of 2022, 36% of IT leaders identified the use of technologies to achieve real-time decision-making as critical for business success, and 45% of IT leaders reported a general shortage of skilled personnel for real-time use cases.

Apache Kafka 100

Apache Kafka EDA SQL Database 100

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

phData

MARCH 1, 2023

The first one we want to talk about is the Toolkit SQL analyze command. This command will take in the source and target dialects, a directory of SQL to analyze (along with some other inputs), and generate a coverage report. The other major new feature we want to talk about is the Toolkit SQL translate command.

SQL 52

SQL Data Pipeline Data Quality Database 52

phData

MARCH 31, 2023

You have tons of data and SQL to migrate, and you need to ensure that it’s done right, or it’s your job on the line! Whether it’s translating SQL, ensuring parity between platforms, allowing for programmatic and consistent platform administration, or auditing your system for best practices and organizational policies, we’ve got you covered.

SQL 52

SQL Data Profiling Data Pipeline Database 52

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

MAY 9, 2023

1] It also offers built-in governance, automation and integrations with an organization’s existing databases and tools to simplify setup and user experience. 2] IDC, Worldwide Global StorageSphere Forecast, 2022–2026: An Installed Base of 7.9ZB of Storage Capacity in 2021 Came at a Cost of $370 Billion — Is It Enough?

Data Warehouse 92

Data Warehouse AWS AI AI 92