Best technical skills reduction tools in 2025

Apache Hadoop

Framework for processing large datasets across multiple computers.

AI Query

Generate SQL queries quickly using simple English descriptions.

GRID

AI-driven integration for intuitive spreadsheet interactions.

Amazon Web Services AI

Cloud-based service for scalable machine learning model development.

ML

Framework for integrating machine learning into applications.

Plotly

Create interactive applications from raw data effortlessly.

Tegile Intelligence

Storage solution optimized for AI workloads and real-time analytics.

Dataversity

Comprehensive education and resources for data management professionals.

Dot

Instant data insights through simple language queries.

TalktoData

Ask questions about your data in everyday language.

Falcon LLM

Advanced AI models accessible on lightweight devices.

Featureform

Centralized feature management for data science teams.

Webscraping.ai

AI-powered data extraction from websites with ease.

xyzt.ai

Insight platform for visualizing and analyzing IoT data.

Ploomber Cloud

Build and manage data pipelines efficiently with collaborative workflows.

Prisma Editor

Visualize and edit Prisma schemas with real-time collaboration.

Vespa

Streamlined AI application development for faster insights and decisions.

Dataiku DSS

Collaborative data science solution for actionable insights.

DataRobot AI Platform

Build predictive models quickly and accurately with advanced analytics.

Spark MLib

Scalable machine learning library for big data analysis.

ThinkEvolve

Expert data analysis and insights for businesses without full-time hires.

Vector database comparison

Compare various vector databases for informed decision-making.

Liner.ai

Create machine learning models effortlessly without coding.

DataRobot

Automated machine learning for smarter business decisions.

cryptosense.com

Advanced data analysis for healthcare, material science, and investments.