Towards AI

APRIL 28, 2025

Last Updated on April 29, 2025 by Editorial Team Author(s): Arunabh Bora Originally published on Towards AI. Text-to-SQL systems are AI-powered tools that convert natural language queries into SQL statements. These systems are incredibly helpful for… Read the full blog for free on Medium.

SQL 86

SQL AI AI Database 86

Smart Data Collective

NOVEMBER 8, 2020

billion by 2025. Unlike the old days where data was readily stored and available from a single database and data scientists only needed to learn a few programming languages, data has grown with technology. Understand the Databases. As a data engineer, you will be primarily working on databases. Schedule Workflows.

Data Engineering 104

Data Engineering Data Engineering Data Engineering Data Engineer 104

Smart Data Collective

APRIL 8, 2020

Furthermore, it has been estimated that by 2025, the cumulative data generated will triple to reach nearly 175 zettabytes. Data warehouse, also known as a decision support database, refers to a central repository, which holds information derived from one or more data sources, such as transactional systems and relational databases.

Data Warehouse 144

Data Warehouse Big Data Big Data Big Data Analytics 144

Pickl AI

OCTOBER 11, 2024

These include the database engine for executing queries, the query processor for interpreting SQL commands, the storage manager for handling physical data storage, and the transaction manager for ensuring data integrity through ACID properties. Data Independence: Changes in database structure do not affect application programs.

Database 52

Database SQL Big Data Analytics Big Data Analytics 52

Pickl AI

JANUARY 22, 2025

Summary: This article highlights the ten most popular programming languages in 2025, including Python, Java, and JavaScript. As we advance into 2025, understanding these languages is crucial for anyone looking to thrive in the tech industry. PHP It is a server-side scripting language that supports integration with databases like MySQL.

Python 52

Python Data Science SQL Cloud Computing 52

AWS Machine Learning Blog

DECEMBER 16, 2024

Now they can access databases and data warehouses, as well as unstructured business data, like emails, reports, charts, graphs, and images. And looking ahead, we announced advanced agentic capabilities for Amazon Q Business, coming in 2025, which will use agents to automate complex tasks that stretch across multiple teams and applications.

AWS 103

AWS AI AI Data Warehouse 103

ODSC - Open Data Science

DECEMBER 12, 2024

LLM Benchmarks, ODSC East 2025 First Speakers, the AI Builders Summit, and RAG-Powered ChatServices ODSC East 202570% off endsFRIDAY! Were absolutely stoked to announce the first round of speakers coming to ODSC East 2025 in May! Everything New Coming to ODSC East2025 ODSC East 2025 is going to be our biggest and best one yet.

AI 52

AI AI Database Data Science 52

Pickl AI

APRIL 9, 2025

By 2025, global data volumes are expected to reach 181 zettabytes, according to IDC. The importance of ETL tools is underscored by their ability to handle diverse data sources, from relational databases to cloud-based services. Introduction In todays data-driven world, organizations are overwhelmed with vast amounts of information.

ETL 52

ETL Data Warehouse AWS Business Intelligence 52

ODSC - Open Data Science

FEBRUARY 13, 2025

Using a step-by-step approach, he demonstrated how to integrate AI models with structured databases, enabling automated insights generation, query execution, and data visualization. The session showcased how Vespa enables scalable and efficient RAG applications, offering a compelling alternative to traditional vector databases.

AI 52

AI AI Data Analyst Database 52

O'Reilly Media

JUNE 5, 2025

For example, if youre building a Photoshop MCP server, you might use Photoshops scripting interface; for a custom database, youd use SQL queries or an ORM. If the operation returns data (say, the result of a database query), format it as a nice JSON or text payload back to the AI. Ensure you handle success and error states.

AI 79

AI AI Database Python 79

IBM Journey to AI blog

OCTOBER 14, 2024

Documents processed into tables or graph databases to drive analytical use cases require effective extraction of entities or values. Vector capabilities have been delivered natively in many operational/analytical databases so that gen AI workloads can be infused into existing applications.

AI 78

AI AI Database Data Engineering 78

Pickl AI

DECEMBER 9, 2024

Introduction Big Data continues transforming industries, making it a vital asset in 2025. Variety Data comes in multiple forms, from highly organised databases to messy, unstructured formats like videos and social media text. Hive is a data warehouse tool built on Hadoop that enables SQL-like querying to analyse large datasets.

Big Data 52

Big Data Big Data Hadoop Apache Kafka 52

ODSC - Open Data Science

APRIL 28, 2025

This hands-on workshop walks you through constructing adaptive retrieval pipelines, implementing feedback loops, and retraining models using open-source graph databases. This hands-on workshop walks through system design, prompt engineering, and building a functional Python pipeline that connects LLM-generated SQL to real databases.

Data Scientist 52

Data Scientist AI AI ML 52

IBM Journey to AI blog

MAY 12, 2023

Its aggressive sustainability goals included achieving net zero emissions by 2050, making all packaging reusable or recyclable by 2025 and investing more than USD 3 billion globally over several years to drive momentum.

Azure 93

Azure Database Data Visualization Clustering 93

IBM Journey to AI blog

MAY 15, 2024

According to International Data Corporation (IDC), stored data is set to increase by 250% by 2025 , with data rapidly propagating on-premises and across clouds, applications and locations with compromised quality. This situation will exacerbate data silos, increase costs and complicate the governance of AI and data workloads.

Data Pipeline 85

Data Pipeline ETL SQL Database 85

ODSC - Open Data Science

APRIL 15, 2025

Youll extract from APIs, query databases, and convert formats to make your dataset analysis-ready. When deadlines are tight, fluency with data manipulation tools (like Pandas or SQL) keeps youagile. What youll do : Data wrangling is about acquiring, consolidating, and reshaping raw data into a usable form. Fast iteration.

Data Wrangling 52

Data Wrangling Data Science AI AI 52

ODSC - Open Data Science

FEBRUARY 5, 2025

Real-World Application: Text-to-SQL in Healthcare In his talk, Noe provided a real-world case study on the issue. Consider a healthcare consultancy managing a vast database of drug information. An LLM-based solution was introduced to translate natural language queries into SQL, streamlining the process.

Data Preparation 52

Data Preparation AI AI Data Scientist 52

IBM Journey to AI blog

JULY 3, 2024

According to International Data Corporation (IDC), by 2025, stored data will grow 250% across on-prem and across cloud platforms. Your data strategy should incorporate databases designed with open and integrated components, allowing for seamless unification and access to data for advanced analytics and AI applications within a data platform.

AI 45

AI AI Data Quality Database 45

Pickl AI

NOVEMBER 4, 2024

They are responsible for building and maintaining data architectures, which include databases, data warehouses, and data lakes. Data Modelling Data modelling is creating a visual representation of a system or database. Physical Models: These models specify how data will be physically stored in databases. from 2025 to 2030.

Data Engineering 52

Data Engineering Data Engineering Data Engineering Data Engineer 52

phData

OCTOBER 24, 2024

Lastly, dbt Labs announced a cost optimization tool integrated into dbt Cloud (coming in 2025), where you will monitor your costs and get recommendations to reduce them. Source: [link] For me, this is awesome for a few reasons: People who don’t write SQL can write dbt models. Plus, you can now bring your own OpenAI API key to Copilot!

SQL 52

SQL Tableau Power BI Database 52

ODSC - Open Data Science

DECEMBER 5, 2024

Announcing ODSC East 2025 — The 10th Anniversary of the Best AI Builders Event Around! ODSC East 2025 Cyber Monday Deal For a limited time, get 70% off ODSC East passes and 6 months of Premium access to our AI+ Training Platform for FREE, packed with live and on-demand courses designed to fast-track your skills.

Data Engineering 40

Data Engineering Data Engineering Data Engineering Data Engineer 40

The MLOps Blog

MARCH 20, 2025

A memory could be a structured database, a store for natural language, or a vector index that stores embeddings. A memory could also be implemented as a database with the LLM generating SQL queries to retrieve the desired contextual information. These chunks are stored in a vector database, which indexes data with embeddings.

Azure 59

Azure Python Database Algorithm 59

ODSC - Open Data Science

SEPTEMBER 29, 2023

Research analyst firm Statista forecasts global data creation will hit 180 zettabytes by 2025. Data management problems can also lead to data silos; disparate collections of databases that don’t communicate with each other, leading to flawed analysis based on incomplete or incorrect datasets. Tell me more about ECL.

Data Lakes 52

Data Lakes Clustering Big Data Big Data 52

Pickl AI

DECEMBER 4, 2024

This explosive growth is driven by the increasing volume of data generated daily, with estimates suggesting that by 2025, there will be around 181 zettabytes of data created globally. Grasp the Fundamentals of Data Analysis and Management Build a strong foundation in Data Analysis by learning data manipulation techniques using SQL and Excel.

Data Science 52

Data Science Data Scientist Machine Learning Machine Learning 52