KDnuggets

JULY 16, 2025

By Bala Priya C , KDnuggets Contributing Editor & Technical Content Specialist on July 16, 2025 in Python Image by Author | Ideogram Pythons expressive syntax along with its built-in modules and external libraries make it possible to perform complex mathematical and statistical operations with remarkably concise code.

Python 282

Python Natural Language Processing Data Science Machine Learning 282

KDnuggets

JULY 17, 2025

By Cornellius Yudha Wijaya , KDnuggets Technical Content Specialist on July 17, 2025 in Data Science Image by Author | Ideogram Data is the asset that drives our work as data professionals.

Data Pipeline 276

Data Pipeline Python ETL Natural Language Processing 276

databricks

JULY 23, 2025

In this blog, we’ll review the basics of Lakeflow Connect and recap the latest announcements from the 2025 Data + AI Summit. Ingest all your data in one place with Lakeflow Connect Lakeflow Connect offers simple ingestion connectors for applications, databases, cloud storage, message buses, and more.

Database 218

Database Data Warehouse Data Engineer Data Engineering 218

databricks

JULY 15, 2025

Powered by Data Intelligence, Genie learns from organizational usage patterns and metadata to generate SQL, charts, and summaries grounded in trusted data. Lakebridge accelerates the migration of legacy data warehouse workloads to Azure Databricks SQL.

Azure 238

Azure Power BI AI AI 238

databricks

JULY 14, 2025

You can also run scalable batch inference by sending a SQL query to your table. 160 Spear Street, 15th Floor San Francisco, CA 94105 1-866-330-0121 See Careers at Databricks © Databricks 2025. Additionally, the newly released MLflow 3 allows you to evaluate the model more comprehensively across your specific datasets.

Data Science 201

Data Science Artificial Intelligence Artificial Intelligence Business Intelligence 201

KDnuggets

JULY 11, 2025

By Vinod Chugani on July 11, 2025 in Artificial Intelligence Image by Author | ChatGPT Introduction The explosion of generative AI has transformed how we think about artificial intelligence. Vector Database Solutions store and search the embeddings that power RAG systems. Spaces allows easy deployment and sharing of applications.

AI 325

AI AI Machine Learning Machine Learning 325

KDnuggets

JULY 17, 2025

By Matthew Mayo , KDnuggets Managing Editor on July 17, 2025 in Python Image by Editor | ChatGPT Introduction Pythons standard library is extensive, offering a wide range of modules to perform common tasks efficiently.

Natural Language Processing 298

Natural Language Processing Data Science Python Machine Learning 298

Flipboard

JULY 1, 2025

By Abid Ali Awan , KDnuggets Assistant Editor on July 1, 2025 in Data Science Image by Author | Canva Awesome lists are some of the most popular repositories on GitHub, often attracting thousands of stars from the community. Ideal for data scientists and engineers working with databases and complex data models.

Data Science 171

Data Science Machine Learning Machine Learning Natural Language Processing 171

databricks

JULY 15, 2025

Lakebase is a fully managed Postgres database, integrated into your Lakehouse, that will automatically sync your Delta tables without you having to write custom ETL, config IAM or Networking. 160 Spear Street, 15th Floor San Francisco, CA 94105 1-866-330-0121 See Careers at Databricks © Databricks 2025.

Data Engineer 210

Data Engineer Data Engineering Data Engineering Data Engineering 210

databricks

JULY 7, 2025

160 Spear Street, 15th Floor San Francisco, CA 94105 1-866-330-0121 See Careers at Databricks © Databricks 2025. 160 Spear Street, 15th Floor San Francisco, CA 94105 1-866-330-0121 See Careers at Databricks © Databricks 2025. All rights reserved.

Data Science 248

Data Science Artificial Intelligence Artificial Intelligence Business Intelligence 248

KDnuggets

JULY 22, 2025

By Bala Priya C , KDnuggets Contributing Editor & Technical Content Specialist on July 22, 2025 in Python Image by Author | Ideogram # Introduction Most applications heavily rely on JSON for data exchange, configuration management, and API communication. . This double-loop structure efficiently handles variable-length nested arrays.

Python 187

Python Natural Language Processing Data Science Machine Learning 187

AWS Machine Learning Blog

JULY 11, 2025

For most organizations, this gap remains stubbornly wide, with business teams trapped in endless cycles—decoding metric definitions and hunting for the correct data sources to manually craft each SQL query. In Part 1, we focus on building a Text-to-SQL solution with Amazon Bedrock , a managed service for building generative AI applications.

SQL 74

SQL AWS Database Business Intelligence 74

databricks

JULY 21, 2025

Replace procedural logic and UDFs by expressing loops with standard SQL syntax. Replace procedural logic and UDFs by expressing loops with standard SQL syntax. This brings a native way to express loops and traversals in SQL, useful for working with hierarchical and graph-structured data.

SQL 144

SQL Data Warehouse Data Science Artificial Intelligence 144

databricks

JULY 24, 2025

Published: July 24, 2025 Product 4 min read by Saad Ansari , Anthony Podgorsak and Joanna Zouhour Share this post Keep up with us Subscribe Summary Discover the newest UI/UX enhancements for Lakeflow Jobs that provide users with a cleaner and more intuitive look and feel, enhancing their overall experience.

Data Pipeline 210

Data Pipeline Data Engineer Data Engineering Data Engineering 210

databricks

JULY 24, 2025

Published: July 24, 2025 Industries 20 min read by Zach King and Rajneesh Arora Share this post Keep up with us Subscribe Summary Organizations face rising pressure to balance cloud and platform costs with high demand for data and AI-intensive workloads. Classic compute (workflows, Declarative Pipelines, SQL Warehouse, etc.)

Clustering 223

Clustering SQL Azure AWS 223

KDnuggets

JUNE 23, 2025

By Jayita Gulati on June 23, 2025 in Machine Learning Image by Editor (Kanwal Mehreen) | Canva Machine learning projects involve many steps. mlruns This command uses an SQLite database for metadata storage and saves artifacts in the mlruns directory. It makes it easier to track experiments, save models, and deploy them.

Machine Learning 228

Machine Learning Machine Learning Natural Language Processing Data Science 228

Pickl AI

FEBRUARY 2, 2025

Summary: Mastering SQL data types improves database efficiency, query performance, and storage management. Introduction SQL (Structured Query Language) is the foundation of modern data management. Understanding SQL data types is crucial for effective querying, ensuring optimal storage, retrieval speed, and data integrity.

SQL 52

SQL Database Business Intelligence Business Intelligence 52

databricks

JUNE 11, 2025

Published: June 11, 2025 Announcements 5 min read by Ali Ghodsi , Stas Kelvich , Heikki Linnakangas , Nikita Shamgunov , Arsalan Tavakoli-Shiraji , Patrick Wendell , Reynold Xin and Matei Zaharia Share this post Keep up with us Subscribe Summary Operational databases were not designed for today’s AI-driven applications.

Database 212

Database Data Lakes ETL Analytics 212

KDnuggets

JUNE 24, 2025

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter Make Sense of a 10K+ Line GitHub Repos Without Reading the Code No time to read huge GitHub projects?

Natural Language Processing 173

Natural Language Processing Data Science Machine Learning Machine Learning 173

KDnuggets

JUNE 6, 2025

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter 5 Error Handling Patterns in Python (Beyond Try-Except) Stop letting errors crash your app.

Python 225

Python Natural Language Processing Data Science Machine Learning 225

Flipboard

JULY 16, 2025

By Jayita Gulati on July 16, 2025 in Machine Learning Image by Editor In data science and machine learning, raw data is rarely suitable for direct consumption by algorithms. Transforming this data into meaningful, structured inputs that models can learn from is an essential step — this process is known as feature engineering.

Machine Learning 153

Machine Learning Machine Learning Natural Language Processing Data Science 153

Flipboard

JUNE 17, 2025

Organizations manage extensive structured data in databases and data warehouses. Data analysts must translate business questions into SQL queries, creating workflow bottlenecks. The system interprets database schemas and context, converting natural language questions into accurate queries while maintaining data reliability standards.

AWS 148

AWS SQL Database Natural Language Processing 148

KDnuggets

JUNE 19, 2025

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter Go vs. Python for Modern Data Workflows: Need Help Deciding?

Python 284

Python Natural Language Processing Data Science Machine Learning 284

KDnuggets

JULY 23, 2025

By Cornellius Yudha Wijaya , KDnuggets Technical Content Specialist on July 23, 2025 in Language Models Image by Author | ideogram.ai # Introduction With the surge of large language models (LLMs) in recent years, many LLM-powered applications are emerging. You can also use a backend database such as SQLite or PostgreSQL to store its state.

Natural Language Processing 193

Natural Language Processing Data Science Python Machine Learning 193

databricks

JUNE 12, 2025

160 Spear Street, 15th Floor San Francisco, CA 94105 1-866-330-0121 See Careers at Databricks © Databricks 2025. 160 Spear Street, 15th Floor San Francisco, CA 94105 1-866-330-0121 See Careers at Databricks © Databricks 2025. Get a Demo DATA + AI SUMMIT Data + AI Summit Happening Now Watch the free livestream of the keynotes!

Data Engineer 253

Data Engineer Data Engineering Data Engineering Data Engineering 253

databricks

JULY 11, 2025

Expanding Data Impact with Natural Language Business Intelligence To democratize analytics consumption, AI/BI also provides natural language capabilities that can empower domain experts to obtain insights without relying on technical teams equipped with traditional analysis skills, such as SQL.

Business Intelligence 162

Business Intelligence Business Intelligence Artificial Intelligence Artificial Intelligence 162

Pickl AI

JUNE 5, 2025

Summary: In 2025, data scientists in India will be vital for data-driven decision-making across industries. Introduction In 2025, the role of a data scientist remains one of the most sought-after and lucrative career paths in India’s rapidly growing technology and business sectors. Databases: MySQL, PostgreSQL, MongoDB.

Data Scientist 52

Data Scientist Data Science Power BI Machine Learning 52

KDnuggets

JUNE 25, 2025

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter 10 FREE AI Tools That’ll Save You 10+ Hours a Week No tech skills needed.

Natural Language Processing 224

Natural Language Processing Data Science AI AI 224

Flipboard

JULY 18, 2025

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter What Does Python’s __slots__ Actually Do?

Data Science 153

Data Science Natural Language Processing Python Machine Learning 153

Pickl AI

DECEMBER 15, 2024

Summary : This guide provides an in-depth look at the top data warehouse interview questions and answers essential for candidates in 2025. Introduction As the demand for data professionals continues to rise, understanding data warehousing concepts becomes increasingly essential for candidates preparing for interviews in 2025.

Data Warehouse 52

Data Warehouse ETL Database Data Quality 52

databricks

JUNE 18, 2025

160 Spear Street, 15th Floor San Francisco, CA 94105 1-866-330-0121 See Careers at Databricks © Databricks 2025. 160 Spear Street, 15th Floor San Francisco, CA 94105 1-866-330-0121 See Careers at Databricks © Databricks 2025. All rights reserved.

AI 172

AI AI Data Science Artificial Intelligence 172

Flipboard

JULY 7, 2025

By Kanwal Mehreen , KDnuggets Technical Editor & Content Specialist on July 7, 2025 in Language Models Image by Author | Canva Large language models are a big step forward in artificial intelligence. over the forecast period” This means 2025 might be the best year to start learning LLMs. billion in 2024 to USD 36.1

Natural Language Processing 160

Natural Language Processing Machine Learning Machine Learning Data Science 160

KDnuggets

JUNE 12, 2025

By Kanwal Mehreen , KDnuggets Technical Editor & Content Specialist on June 12, 2025 in Language Models Image by Author | Canva PDF files are everywhere. Because it’s modular, you can easily extend it, maybe add a search bar using Streamlit, store chunks in a vector database like FAISS for smarter lookups, or even plug this into a chatbot.

Data Science 250

Data Science Natural Language Processing Python Machine Learning 250

Flipboard

JANUARY 24, 2025

RAG data store The Retrieval Augmented Generation (RAG) data store delivers up-to-date, precise, and access-controlled knowledge from various data sources such as data warehouses, databases, and other software as a service (SaaS) applications through data connectors. Another critical aspect of security is managing LLM outputs.

AWS 158

AWS AI AI Data Warehouse 158

databricks

JUNE 11, 2025

Second, based on this natural language guidance, our algorithms intelligently translate the guidance into technical optimizations – refining the retrieval algorithm, enhancing prompts, filtering the vector database, or even modifying the agentic pattern. All rights reserved.

Analytics 330

Analytics Analytics Data Science AI 330

databricks

JULY 18, 2025

160 Spear Street, 15th Floor San Francisco, CA 94105 1-866-330-0121 See Careers at Databricks © Databricks 2025. 160 Spear Street, 15th Floor San Francisco, CA 94105 1-866-330-0121 See Careers at Databricks © Databricks 2025. All rights reserved.

Azure 218

Azure Data Science Artificial Intelligence Artificial Intelligence 218

Flipboard

JUNE 9, 2025

By Bala Priya C , KDnuggets Contributing Editor & Technical Content Specialist on June 9, 2025 in Python Image by Author | Ideogram Have you ever spent several hours on repetitive tasks that leave you feeling bored and… unproductive? I totally get it.

Python 158

Python Natural Language Processing Data Science Machine Learning 158