Smart Data Collective

DECEMBER 21, 2021

Artificial intelligence holds the key to pulling insights from these enormous volumes of data. Integrating AI into databases is the future for making big data useful to businesses. But you also need a good database foundation to ensure that the data the AI is reading and learning from is good, accurate data.

Big Data 142

Big Data Big Data Artificial Intelligence Artificial Intelligence 142

Data Science Dojo

APRIL 6, 2023

While Python and R are popular for analysis and machine learning, SQL and database management are often overlooked. However, data is typically stored in databases and requires SQL or business intelligence tools for access. Through this guide, we give you a larger picture to get started with your database journey.

Database 195

Database SQL Data Science Business Intelligence 195

Flipboard

DECEMBER 26, 2024

The ever-growing presence of artificial intelligence also made itself known in the computing world, by introducing an LLM-powered Internet search tool, finding ways around AIs voracious data appetite in scientific applications, and shifting from coding copilots to fully autonomous coderssomething thats still a work in progress.

Artificial Intelligence 177

Artificial Intelligence Artificial Intelligence SQL AI 177

Pickl AI

NOVEMBER 3, 2024

Summary: Pattern matching in SQL enables users to identify specific sequences of data within databases using various techniques such as the LIKE operator and regular expressions. SQL provides several techniques for pattern matching, enabling users to efficiently query databases and extract meaningful insights.

SQL 52

SQL Database Data Analysis Data Analysis 52

Data Science Dojo

OCTOBER 4, 2024

Their research can lead to breakthroughs in fields such as artificial intelligence, machine learning, and cybersecurity, which are essential for the progress of modern society. Programming Skills: Proficiency in programming languages such as Python, R, Java, and SQL.

Computer Science 418

Computer Science Computer Science Database Administration Data Scientist 418

Dataconomy

AUGUST 7, 2023

Artificial intelligence is no longer fiction and the role of AI databases has emerged as a cornerstone in driving innovation and progress. An AI database is not merely a repository of information but a dynamic and specialized system meticulously crafted to cater to the intricate demands of AI and ML applications.

Database 168

Database AI AI ML 168

Pickl AI

OCTOBER 30, 2024

Summary: Dynamic SQL is a powerful feature in SQL Server that enables the construction and execution of SQL queries at runtime. Introduction Dynamic SQL is a powerful programming technique that allows developers to construct and execute SQL statements at runtime. What is Dynamic SQL?

SQL 52

SQL Database Data Science Artificial Intelligence 52

Pickl AI

NOVEMBER 4, 2024

Summary: Open Database Connectivity (ODBC) is a standard interface that simplifies communication between applications and database systems. It enhances flexibility and interoperability, allowing developers to create database-agnostic code. What is Open Database Connectivity (ODBC)?

Database 52

Database SQL ETL Azure 52

AWS Machine Learning Blog

APRIL 16, 2024

They then use SQL to explore, analyze, visualize, and integrate data from various sources before using it in their ML training and inference. Previously, data scientists often found themselves juggling multiple tools to support SQL in their workflow, which hindered productivity.

SQL 108

SQL AWS Database Data Scientist 108

Flipboard

JUNE 10, 2023

When we say “database” today we are probably talking about persistent storage, relational tables, and SQL. Rows and Columns, and all that stuff.

Database 123

Database SQL Computer Science Computer Science 123

Dataconomy

JANUARY 31, 2025

DeepSeek, the trending Chinese artificial intelligence (AI) startup, recently exposed one of its databases on the internet, potentially allowing unauthorized access to sensitive data. The exposed ClickHouse database provided full control over its operations, according to Wiz security researcher Gal Nagli.

Database 113

Database Artificial Intelligence Artificial Intelligence SQL 113

IBM Journey to AI blog

NOVEMBER 29, 2023

Artificial intelligence is also key for businesses, helping provide capabilities for both streamlining business processes and improving strategic decisions. Events as fuel for AI Models: Artificial intelligence models rely on big data to refine the effectiveness of their capabilities.

Artificial Intelligence 105

Artificial Intelligence Artificial Intelligence Apache Kafka AI 105

AWS Machine Learning Blog

JUNE 20, 2024

The data is stored in a data lake and retrieved by SQL using Amazon Athena. The following figure shows a search query that was translated to SQL and run. Data is normally stored in databases, and can be queried using the most common query language, SQL. Constructing SQL queries from natural language isn’t a simple task.

SQL 100

SQL Database AWS Machine Learning 100

AWS Machine Learning Blog

FEBRUARY 28, 2024

Structured Query Language (SQL) is a complex language that requires an understanding of databases and metadata. Today, generative AI can enable people without SQL knowledge. With the emergence of large language models (LLMs), NLP-based SQL generation has undergone a significant transformation.

SQL 126

SQL AWS Database ML 126

AWS Machine Learning Blog

AUGUST 8, 2024

As one of the largest AWS customers, Twilio engages with data, artificial intelligence (AI), and machine learning (ML) services to run their daily workloads. Managing and retrieving the right information can be complex, especially for data analysts working with large data lakes and complex SQL queries.

SQL 113

SQL Data Lakes Data Analyst AWS 113

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 112

Database SQL Data Analysis Data Analysis 112

AWS Machine Learning Blog

AUGUST 1, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading artificial intelligence (AI) companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API. For Model name , enter llama-3-8b-text-to-sql. Choose Import model.

SQL 116

SQL AWS ML ML 116

ODSC - Open Data Science

APRIL 6, 2023

Though both are great to learn, what gets left out of the conversation is a simple yet powerful programming language that everyone in the data science world can agree on, SQL. But why is SQL, or Structured Query Language , so important to learn? Let’s start with the first clause often learned by new SQL users, the WHERE clause.

SQL 98

SQL Data Scientist Database Data Science 98

Towards AI

MARCH 29, 2024

Best AI SQL Query Tools Want to quickly get answers from your database? It’s an open-source tool that helps you generate SQL to let the data speak for itself. Imagine how convenient it would be if there were a tool that allowed you to communicate with your database as easily as chatting. First, the open-source mode.

SQL 98

SQL AI AI Database 98

Flipboard

DECEMBER 6, 2023

In this post, we discuss a Q&A bot use case that Q4 has implemented, the challenges that numerical and structured datasets presented, and how Q4 concluded that using SQL may be a viable solution. RAG with semantic search – Conventional RAG with semantic search was the last step before moving to SQL generation.

SQL 168

SQL Database AWS Machine Learning 168

Data Science Dojo

MARCH 7, 2023

Programming Data scientists need to have a solid foundation in programming languages such as Python, R, and SQL. SQL is a must-have for data scientists as it is a database language and allows them to extract data from databases and manipulate it easily.

Data Scientist 221

Data Scientist Exploratory Data Analysis Data Science Data Visualization 221

ODSC - Open Data Science

MARCH 8, 2023

Data is scaling at an incredible rate, making databases more critical than ever to keep things running smoothly. Yet, as businesses have turned to databases on a large scale, they’ve quickly become the target of hacking attempts, phishing schemes, or brute force attacks. That’s where database security comes in.

Database 98

Database Data Science SQL Database Administration 98

Pickl AI

NOVEMBER 4, 2024

Summary: This article provides a comprehensive overview of ODBC types, explaining their significance in database connectivity. Understanding these types helps developers choose the right driver for their applications, ensuring optimal performance and compatibility with different database systems. What is ODBC?

Database 52

Database SQL Data Science Artificial Intelligence 52

AWS Machine Learning Blog

AUGUST 30, 2024

With the rapid growth of generative artificial intelligence (AI), many AWS customers are looking to take advantage of publicly available foundation models (FMs) and technologies. Meta Llama 3’s capabilities enhance accuracy and efficiency in understanding and generating SQL queries from natural language inputs.

SQL 75

SQL AWS Database AI 75

AWS Machine Learning Blog

SEPTEMBER 12, 2024

In this post, we discuss how generative artificial intelligence (AI) can help health insurance plan members get the information they need. From a broad perspective, the complete solution can be divided into four distinct steps: text-to-SQL generation, SQL validation, data retrieval, and data summarization.

SQL 122

SQL AWS AI AI 122

IBM Journey to AI blog

MARCH 14, 2024

Businesses face significant hurdles when preparing data for artificial intelligence (AI) applications. Also, traditional database management tasks, including backups, upgrades and routine maintenance drain valuable time and resources, hindering innovation.

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 157

Database AWS ETL SQL 157

Towards AI

SEPTEMBER 26, 2024

Fine-tuning LLMs for Natural Language to SQL Query Generation Using Synthetic Data: A Comprehensive Guide for Beginners by Anoop Maurya This article explores how to fine-tune LLMs to generate SQL queries from natural language inputs. Our must-read articles 1.

SQL 105

SQL AI AI Machine Learning 105

Dataconomy

SEPTEMBER 5, 2023

Quick take: Google enhances Duet AI with a range of new capabilities aimed at streamlining application development, database management, data analytics, and cybersecurity. For instance, you could use Duet AI to transition a legacy app written in C++ over to Go, while also switching the database backend to Google Cloud SQL.

SQL 113

SQL Database AI AI 113

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

Flipboard

DECEMBER 18, 2023

He highlights innovations in data, infrastructure, and artificial intelligence and machine learning that are helping AWS customers achieve their goals faster, mine untapped potential, and create a better future. Learn more about the AWS zero-ETL future with newly launched AWS databases integrations with Amazon Redshift.

AWS 138

AWS Data Warehouse ETL SQL 138

Pickl AI

OCTOBER 22, 2024

Summary: Relational database organize data into structured tables, enabling efficient retrieval and manipulation. With SQL support and various applications across industries, relational databases are essential tools for businesses seeking to leverage accurate information for informed decision-making and operational efficiency.

Database 52

Database SQL Big Data Big Data 52

Becoming Human

FEBRUARY 1, 2023

So far this is the 7th blog in the journey of basics to advance SQL. you can refer to previous blogs for learning SQL from scratch, This blog contains good knowledge about views, functions, and stored procedures. VIEWS A view is actually a virtual table-based approach as a result set for SQL statement. Why do we need views??

SQL 64

SQL Data Science Artificial Intelligence Artificial Intelligence 64

AWS Machine Learning Blog

AUGUST 20, 2024

One of the most common applications of generative artificial intelligence (AI) and large language models (LLMs) in an enterprise environment is answering questions based on the enterprise’s knowledge corpus. For example, SQL queries can be complex and unintuitive for non-technical users.

SQL 109

SQL AWS Database Natural Language Processing 109

Data Science Blog

NOVEMBER 15, 2023

In addition to Business Intelligence (BI), Process Mining is no longer a new phenomenon, but almost all larger companies are conducting this data-driven process analysis in their organization. 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

AWS Machine Learning Blog

SEPTEMBER 13, 2024

In this post, we explore a solution that uses generative artificial intelligence (AI) to generate a SQL query from a user’s question in natural language. The application generates SQL queries based on the user’s input, runs them against an Athena database containing CUR data, and presents the results in a user-friendly format.

AWS 85

AWS SQL Database AI 85

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. Artificial Intelligence : Concepts of AI include neural networks, natural language processing (NLP), and reinforcement learning.

Data Science 150

Data Science Machine Learning Machine Learning Data Visualization 150