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.

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Towards AI

MARCH 29, 2024

Last Updated on March 31, 2024 by Editorial Team Author(s): Meng Li Originally published on Towards AI. 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. Ask questions, and it answers with SQL.

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Data Science Dojo

OCTOBER 4, 2024

Programming Skills: Proficiency in programming languages such as Python, R, Java, and SQL. Database Administrator A Database Administrator (DBA) is responsible for the performance, integrity, and security of a database. Data Visualization Techniques: Ability to transform complex data into understandable graphs and charts.

Computer Science 418

Computer Science Computer Science Database Administration Data Scientist 418

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.

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AWS Machine Learning Blog

DECEMBER 16, 2024

We spoke with Dr. Swami Sivasubramanian, Vice President of Data and AI, shortly after AWS re:Invent 2024 to hear his impressionsand to get insights on how the latest AWS innovations help meet the real-world needs of customers as they build and scale transformative generative AI applications. Q: What made this re:Invent different?

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Hacker News

SEPTEMBER 6, 2023

IBM is all set to increase its cloud services costs by up to 26% from January 2024. IBM PaaS services — slated for a 3% price hike globally — include IBM’s Kubernetes Services, RedHat OpenShift, all security services, and all cloud database offerings including Message Hub, Cloudant, and SQL query services.

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Cloud Computing SQL Database 162

Towards AI

APRIL 22, 2024

Last Updated on April 25, 2024 by Editorial Team Author(s): Bhavesh Agone Originally published on Towards AI. Items in your shopping carts, comments on all your posts, and changing scores in a video game are examples of information stored somewhere in a database. Which begs the question what is a database?

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Database SQL Clustering Big Data 102

Tableau

AUGUST 29, 2024

Spencer Czapiewski August 29, 2024 - 9:52pm Kirk Munroe Chief Analytics Officer & Founding Partner at Paint with Data Kirk Munroe, Chief Analytics Officer and Founding Partner at Paint with Data and Tableau DataDev Ambassador, explains the value of using relationships in your Tableau data models. The evolution to Relationships was magic!

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Tableau SQL Data Models Data Modeling 96

Dataconomy

MAY 27, 2024

A 2024 report by research company Messari pegged the total addressable market for cloud storage at a staggering $80 billion, with 25% annual growth. Interestingly, storage on Space and Time’s decentralized network is completely free and data is encrypted in-database for second-to-none security.

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AWS Machine Learning Blog

DECEMBER 11, 2024

Introducing Field Advisor In April 2024, we launched our AI sales assistant, which we call Field Advisor, making it available to AWS employees in the Sales, Marketing, and Global Services organization, powered by Amazon Q Business.

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Pickl AI

APRIL 21, 2025

Summary: Mastering date format sql is crucial for accurate data storage and retrieval. Introduction In the world of databases, dates are everywhere. Introduction In the world of databases, dates are everywhere. Use native SQL date/time data types instead of strings for better performance. What is SQL Date Format?

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SQL Database Data Analyst Data Quality 52

Towards AI

SEPTEMBER 26, 2024

Last Updated on September 27, 2024 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. This process, known as Natural Language to SQL (NL2SQL), is a powerful tool that allows non-technical users to interact with databases using everyday language. Good morning, AI enthusiasts!

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AWS Machine Learning Blog

AUGUST 20, 2024

For example, SQL queries can be complex and unintuitive for non-technical users. Handling complex queries involving multiple tables, joins, and aggregations makes it difficult to interpret user intent and translate it into correct SQL operations. Amazon Q Business analyzes intent, accesses data sources, and generates the SQL query.

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SQL AWS Database Natural Language Processing 126

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.

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SQL Database Data Analysis Data Analysis 52

DagsHub

DECEMBER 11, 2023

Best data version control tools for 2024 Now that you have a clear understanding of the expectations of the blog, let’s explore each one of them, starting with DagsHub. DVC lacks crucial relational database features, making it an unsuitable choice for those familiar with relational databases.

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Machine Learning Machine Learning Data Lakes Data Science 98

Towards AI

MARCH 11, 2024

Last Updated on March 13, 2024 by Editorial Team Author(s): Marie Stephen Leo Originally published on Towards AI. In the context of web applications, a cache is a fast, low-latency database (DB) that temporarily stores commonly accessed data. A typical web application might use a NoSQL database like Redis as a cache.

Database 94

Database AI AI SQL 94

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. It is an intermediary between users and the database, allowing for efficient data storage, retrieval, and management.

Database 52

Database Apache Kafka Machine Learning Machine Learning 52

Towards AI

FEBRUARY 29, 2024

Last Updated on February 29, 2024 by Editorial Team Author(s): Hira Akram Originally published on Towards AI. RDD, DataFrames and Datasets: RDDs form the backbone of Spark, while DataFrames resemble relational database representations, and Datasets excel in handling structured and semi-structured data.

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phData

OCTOBER 24, 2024

Welcome to the dbt Labs’ Coalesce 2024 recap! Biggest Announcements at dbt Labs’ Coalesce 2024 Thanks for reading up to here! Source: [link] For me, this is awesome for a few reasons: People who don’t write SQL can write dbt models. I’m Bruno from phData—you might have seen me on LinkedIn posting about dbt.

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ODSC - Open Data Science

JANUARY 3, 2024

We are kicking off 2024 in style with our ODSC East Pre-Bootcamp primer courses ! This year we have 3 new courses: Top AI Skills for 2024, Introduction to Machine Learning, and Introduction to Large Language Models and Prompt Engineering. Check out all of the sessions below.

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Towards AI

APRIL 3, 2024

Last Updated on April 3, 2024 by Editorial Team Author(s): Harish Siva Subramanian Originally published on Towards AI. So if you are familiar with the Standard SQL queries, you are good to go!! Glue Crawler Setup The next step is setting up a Glue crawler to extract the schema of this file and create a database.

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Towards AI

DECEMBER 10, 2024

Last Updated on December 10, 2024 by Editorial Team Author(s): Igor Novikov Originally published on Towards AI. It searches for relevant information in company databases, documents, CRMs, and so on to provide it to the LLM. Your company probably has hundreds, if not thousands of documents, database records, and other stuff.

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AI AI Database SQL 110

Towards AI

DECEMBER 10, 2024

Last Updated on December 10, 2024 by Editorial Team Author(s): Igor Novikov Originally published on Towards AI. It searches for relevant information in company databases, documents, CRMs, and so on to provide it to the LLM. Your company probably has hundreds, if not thousands of documents, database records, and other stuff.

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AI AI Database SQL 105

Pickl AI

JANUARY 16, 2024

Summary: The blog delves into the 2024 Data Analyst career landscape, focusing on critical skills like Data Visualisation and statistical analysis. Navigating the 2024 Data Analyst career landscape “Quoting Peter Sondergaard , ‘Information is the oil of the 21st century, and analytics is the combustion engine.’

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Pickl AI

APRIL 29, 2024

Whether you’re a beginner or a seasoned pro, you’ll find valuable insights on core concepts like normalization, transactions, and database joins. Top DBMS Interview Questions and Answers (2024 Edition) The world runs on data, and at the heart of data management lies the Database Management System (DBMS).

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Database SQL Power BI Big Data 52

Pickl AI

DECEMBER 17, 2024

Understand their key differences to choose the right database for your project. Introduction Relational database management systems ( RDBMS ) are essential for efficiently handling, storing, and organising structured data. It is open-source and uses Structured Query Language (SQL) to manage and manipulate data.

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Database SQL Analytics Analytics 52

Towards AI

MARCH 14, 2024

Last Updated on March 14, 2024 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. Instead, we need to leverage LangChain’s SQL Agent to generate complex database queries from human text. Good morning, AI enthusiasts! Enjoy the read!

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AI AI Data Science SQL 104

Hacker News

NOVEMBER 20, 2024

In summary, this means we can boil the entire searchable database of email addresses down to the following: AAAAAA AAAAAB AAAAAC.about 16 million other values. pic.twitter.com/kw3C9gsHmB — Troy Hunt (@troyhunt) October 5, 2024 That's about 3,900 requests per second , on average, non-stop for 30 days.

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Pickl AI

NOVEMBER 5, 2024

billion in 2024 and reach USD 63.76 This article will guide readers in selecting the right BI tool—Tableau or Power BI—for their needs in 2024. Tableau supports many data sources, including cloud databases, SQL databases, and Big Data platforms. billion in 2023. It is expected to grow to USD 31.98

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Power BI Tableau Business Intelligence Business Intelligence 52

Towards AI

APRIL 21, 2024

Last Updated on April 21, 2024 by Editorial Team Author(s): Saankhya Mondal Originally published on Towards AI. It supports most commonly used file types like.csv and.parquet and databases like MySQL and Postgres. Polars support interaction with SQL! Dealing with tabular data? Let’s see how faster Polars is. It is over 1.5

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Mlearning.ai

OCTOBER 11, 2023

Photo by Rubaitul Azad on Unsplash When I revisited SQL, recently, I noticed the recurring appearance of self-joins. It became evident that it’s time to consolidate the ‘why’ and ‘when’ of using self-joins in SQL queries. Example: Below is a SQL question from Leetcode ( Database Question 181. That’s all for now.

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SQL Database AI AI 52

Hacker News

AUGUST 27, 2024

Batch-processing systems that process data rows in batch (mainly via SQL ). When a job runs a query (usually SQL-based) to process the data, a zone is created and Policy Zones flags any data flow violations. To hear more about this process, check out our presentation at the PEPR conference in June 2024.

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ODSC - Open Data Science

JANUARY 29, 2024

EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI. This enhances the context awareness and factual accuracy of LLM outputs.

Data Science 52

Data Science Machine Learning Machine Learning Natural Language Processing 52

Pickl AI

MARCH 4, 2024

2024’s top Power BI interview questions simplified With a 36% market share, Power BI is the most popular data analytics platform among businesses. Using Power Query, users can connect to various data sources such as Excel files, SQL databases, or cloud services like Azure. How do you load data into Power BI?

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phData

JULY 1, 2024

The recent Snowflake Summit 2024 brought plenty of exciting upcoming features, GA announcements, strategic partnerships, and many more opportunities for customers on the Snowflake AI Data Cloud to innovate. Likewise, Snowflake Summit 2024 showed no shortage of exciting upcoming features for Snowflake Cortex AI.

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phData

SEPTEMBER 24, 2024

Cortex Analyst is a Generative AI offering from Snowflake AI Data Cloud that allows users of all technical abilities to query data sets using natural language instead of SQL. Note that although the selections say Databases/Schemas/Tables, you can only include one table in a Semantic model for Cortex Analyst. This looks great!

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phData

DECEMBER 4, 2023

This blog was originally written by Erik Hyrkas and updated for 2024 by Justin Delisi This isn’t meant to be a technical how-to guide — most of those details are readily available via a quick Google search — but rather an opinionated review of key processes and potential approaches. One day is usually adequate for development use.

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