Flipboard

JULY 7, 2025

billion in 2024 to USD 36.1 However, if you are new to these concepts consider learning them from the following resources: Programming: You need to learn the basics of programming in Python, the most popular programming language for machine learning. LangChain Master Class 2024 - Covers over 20 real-world use cases for LangChain.

Natural Language Processing 158

Natural Language Processing Machine Learning Machine Learning Data Science 158

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

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 analyst may ask questions such as “Show me all wells that produced oil on June 1st 2024,” “What well produced the most oil in June 2024?”,

Database 118

Database SQL Data Analysis Data Analysis 118

Flipboard

JULY 7, 2025

The core of the video processing is a modular pipeline implemented in Python. As demonstrated in the following example, the system translates natural language queries about vehicles into SQL, returning structured information from the database. The database connection is configured through a SQL Alchemy engine.

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AWS Machine Learning Blog

FEBRUARY 12, 2025

medium instance with a Python 3 (ipykernel) kernel. This repository is a modified version of the original How to Fine-Tune LLMs in 2024 on Amazon SageMaker. For this post, we use a dataset called sql-create-context , which contains samples of natural language instructions, schema definitions and the corresponding SQL query.

AWS 79

AWS SQL AI AI 79

Flipboard

JUNE 26, 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 7 Popular LLMs Explained in 7 Minutes Get a quick overview of GPT, BERT, LLaMA, and more!

Natural Language Processing 121

Natural Language Processing Data Science Machine Learning Machine Learning 121

Pickl AI

NOVEMBER 4, 2024

billion in 2023, is projected to grow at a remarkable CAGR of 19.50% from 2024 to 2032. Coming to APIs again, discover how to use ChatGPT APIs in Python by clicking on the link. The driver manages the connection to the database, processes SQL commands, and retrieves the resulting data. The ODBC market , valued at USD 1.5

Database 52

Database SQL ETL Azure 52

AWS Machine Learning Blog

APRIL 28, 2025

Amazon Nova models and Amazon Bedrock Amazon Nova models , unveiled at AWS re:Invent in December 2024, are optimized to deliver exceptional price-performance value, offering state-of-the-art performance on key text-understanding benchmarks at low cost. gpus 2'] Ground truth pattern: python(3?)

AWS 113

AWS AI AI Computer Science 113

Pickl AI

NOVEMBER 5, 2024

It allows developers to easily connect to databases, execute SQL queries, and retrieve data. It operates as an intermediary, translating Java calls into SQL commands the database understands. million by 2030, with a compound annual growth rate (CAGR) of 12.73% from 2024 to 2030. billion by 2024 at a CAGR of 15.2%.

Database 52

Database SQL Python Database Administration 52

phData

OCTOBER 28, 2024

One such option is the availability of Python Components in Matillion ETL, which allows us to run Python code inside the Matillion instance. In this blog, we will describe 10 such Python Scripts that can provide a blueprint for using the Python component efficiently in Matillion ETL for Snowflake AI Data Cloud.

Python 52

Python ETL AWS Database 52

O'Reilly Media

JUNE 5, 2025

This could be a REST API, a Python/Ruby/JS API, a plug-in mechanism, or even sending keystrokesit depends on the app. 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. The first spec release was Nov 2024.)

AI 78

AI AI Database Python 78

KDnuggets

JUNE 27, 2025

It is no longer sufficient to know tools like Python, SQL, and Excel to be a data analyst. If you don’t already know, Pandas is a Python library that you can use to analyze and manipulate data. For this analysis, I suggest using a Python notebook environment, like a Jupyter Notebook, a Kaggle Notebook, or Google Colab.

Analytics 270

Analytics Analytics Data Science AI 270

AWS Machine Learning Blog

MARCH 18, 2025

SQL is one of the key languages widely used across businesses, and it requires an understanding of databases and table metadata. This can be overwhelming for nontechnical users who lack proficiency in SQL. This application allows users to ask questions in natural language and then generates a SQL query for the users request.

SQL 110

SQL Database AI AI 110

databricks

JUNE 12, 2025

Over the past decade, we’ve seen Apache Spark evolve from a powerful general-purpose compute engine into a critical layer of the Open Lakehouse Architecture - with Spark SQL, Structured Streaming, open table formats, and unified governance serving as pillars for modern data platforms. With the recent release of Apache Spark 4.0,

SQL 221

SQL Data Engineering Data Engineering Data Engineering 221

Flipboard

JUNE 16, 2025

Python: The demand for Python remains high due to its versatility and extensive use in web development, data science, automation, and AI. Python, the language that became the most used language in 2024, is the top choice for job seekers who want to pursue any career in AI. Most Sought-After Skills 1.

Python 54

Python AWS Machine Learning Machine Learning 54

Hacker News

JULY 1, 2025

dustanbower 7 minutes ago | next [–] Location: Virginia, United States Remote: Yes (have worked exclusively remotely for past 14 years) Willing to relocate: No I've been doing backend work for the past 14 years, with Python, Django, and Django REST Framework. Interested in Python work or full-stack with Python.

Python 56

Python AWS SQL ML 56

AWS Machine Learning Blog

FEBRUARY 18, 2025

The assistant is connected to internal and external systems, with the capability to query various sources such as SQL databases, Amazon CloudWatch logs, and third-party tools to check the live system health status. For example, it can correctly interpret user input date formats such as 2024-05-10 or 10th May 2024.

AWS 71

AWS Database ETL AI 71

Flipboard

MAY 8, 2025

Developers had to wire up each tool separately, often using different methods: One tool might require the AI to output JSON; another needed a custom Python wrapper; another a special prompt format. This is the backdrop against which Anthropic (the creators of the Claude AI assistant) introduced MCP in late 2024.

Database 147

Database AI AI SQL 147

phData

JULY 8, 2025

to 3.0.13 , to protect against the following vulnerabilities: CVE-2024-0727 CVE-2023-6237 CVE-2023-5678 These CVEs do not affect the status of the Alteryx OpenSSL FIPS 140-2 Provider. It is worth remembering that we will not yet use Microsoft SQL Server as a backend database solution here.

Python 52

Python Database Analytics Analytics 52

The MLOps Blog

MARCH 20, 2025

A memory could also be implemented as a database with the LLM generating SQL queries to retrieve the desired contextual information. A simple example is a Python function that converts temperature values from Fahrenheit to degrees Celsius. Install Python 3.9. python-dotenv== 1.0.1 python-dotenv== 1.0.1 pypdf== 5.0.1

Azure 59

Azure Python Database Algorithm 59

Pickl AI

MARCH 19, 2025

Tools like Python, SQL, Apache Spark, and Snowflake help engineers automate workflows and improve efficiency. Python, SQL, and Apache Spark are essential for data engineering workflows. Python Python is one of the most popular programming languages for data engineering.

Data Engineering 52

Data Engineering Data Engineering Data Engineering Data Engineer 52

ODSC - Open Data Science

APRIL 2, 2025

According to Stack Overflows 2024 Developer Survey, 76% of respondents are either using or planning to use AI tools in their workflow this year. That starts with programmingespecially in languages like Python and SQL, where most machine learning tools and AI libraries are built.

AI 52

AI AI Data Wrangling Data Scientist 52

ODSC - Open Data Science

MARCH 10, 2025

Analyzing nearly a decades worth of conference sessions from 2015 to 2024 reveals fascinating shifts in focus areas, popular frameworks, and emerging trends that have shaped thefield. This blog dives deep into these changes of trends in data science, spotlighting how conference topics mirror the broader evolution of datascience.

Data Science 52

Data Science Deep Learning Deep Learning Machine Learning 52

Hacker News

JULY 1, 2025

Good at Go, Kubernetes (Understanding how to manage stateful services in a multi-cloud environment) We have a Python service in our Recommendation pipeline, so some ML/Data Science knowledge would be good. Queries everywhere – SQL lives in Slack snippets, BI folders, dusty Git repos, and copy-pasted Notion pages.

Python 78

Python AWS ML ML 78

Hacker News

JUNE 29, 2025

This is exactly the kind of thing I've had in mind as one of the offshoots for PRQL for processing data beyond just generating SQL. A dynamic runtime on top of the eBPF virtual machine / SQL workbench that lets you create real time visualizations of system performance data. This seems way more friendly.

AI 82

AI AI Database Python 82

Analytics Vidhya

DECEMBER 6, 2023

As we step into the promising horizon of 2024, data analytics beckons with fresh opportunities and evolving challenges.

Data Analyst 313

Data Analyst Data Analysis Data Analysis Analytics 313

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. Train a model.2.

SQL 98

SQL AI AI Database 98

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. This generative AI task is called text-to-SQL, which generates SQL queries from natural language processing (NLP) and converts text into semantically correct SQL.

SQL 142

SQL AWS Database ML 142

Towards AI

JANUARY 11, 2024

Last Updated on January 12, 2024 by Editorial Team Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Tabular data is the data in the typical table — some columns and rows are structured well, like in Excel or SQL data. Pandas is one of the most prominent Python Packages for data exploration and manipulation.

Clean Data 126

Clean Data Python Data Science SQL 126

Data Science Dojo

OCTOBER 4, 2024

Explore the top 5 no-code AI tools for software developers Key Skills Required Proficiency in programming languages such as Python, C++, and JavaScript. Programming Skills: Proficiency in programming languages such as Python, R, Java, and SQL. billion in February 2024.

Computer Science 420

Computer Science Computer Science Database Administration Data Scientist 420

Towards AI

FEBRUARY 29, 2024

Last Updated on February 29, 2024 by Editorial Team Author(s): Hira Akram Originally published on Towards AI. Spark provides APIs for SQL queries (Spark SQL), real-time stream processing (Spark Streaming), machine learning (MLlib), and graph processing (GraphX). Next, we run an SQL query to extract the data.

Apache Kafka 142

Apache Kafka SQL Clustering Data Pipeline 142

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.

Data Wrangling 52

Data Wrangling Machine Learning Machine Learning Data Science 52

Towards AI

AUGUST 24, 2024

Last Updated on September 2, 2024 by Editorial Team Author(s): Jonathan Bennion Originally published on Towards AI. TLDR (with caveats noted below): Public AI repos now appear as linear growth, not exponential (surge in March 2024 followed by rapid decline, now slower but steady).

Azure 98

Azure Python AI AI 98

Pickl AI

NOVEMBER 5, 2024

Summary: This guide highlights the best free Data Science courses in 2024, offering a practical starting point for learners eager to build foundational Data Science skills without financial barriers. With these courses, anyone can develop essential skills in Python, Machine Learning, and Data Visualisation without financial barriers.

Data Science 52

Data Science Machine Learning Machine Learning Python 52

Towards AI

APRIL 19, 2024

Last Updated on April 21, 2024 by Editorial Team Author(s): Jennifer Wales Originally published on Towards AI. Get a closer view of the top generative AI companies making waves in 2024. Financialexpress.com highlights that the AI, oil, and gas sectors have posted over 20% hiring growth in February 2024.

AI 110

AI AI Artificial Intelligence Artificial Intelligence 110

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. Featured Community post from the Discord Asad_182 developed Basiclingua, a Gemini LLM-based Python library that provides functionalities for linguistic tasks such as tokenization, stemming, lemmatization, and more.

AI 105

AI AI Data Science SQL 105

phData

JULY 2, 2024

Snowpark, offered by the Snowflake AI Data Cloud , consists of libraries and runtimes that enable secure deployment and processing of non-SQL code, such as Python, Java, and Scala. In this blog, we’ll cover the steps to get started, including: How to set up an existing Snowpark project on your local system using a Python IDE.

Python 52

Python SQL Data Pipeline ML 52