data load tool (dlt) is an open source Python library that makes data loading easy 🛠️
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Random fake data generator written in go
Superduper: End-to-end framework for building custom AI applications and agents.
CKAN is an open-source DMS (data management system) for powering data hubs and data portals. CKAN makes it easy to publish, share and use data. It powers catalog.data.gov, open.canada.ca/data, data.humdata.org among many other sites.
Distributed stream processing engine in Rust
Mimesis is a Python library for generating fake but realistic data in multiple languages and locales.
A well tested and comprehensive Golang statistics library package with no dependencies.
Deepnote is a drop-in replacement for Jupyter with an AI-first design, sleek UI, new blocks, and native data integrations. Use Python, R, and SQL locally in your favorite IDE, then scale to Deepnote cloud for real-time collaboration, Deepnote agent, and deployable data apps. https://deepnote.com/
Colour Science for Python
Meltano: the declarative code-first data integration engine that powers your wildest data and ML-powered product ideas. Say goodbye to writing, maintaining, and scaling your own API integrations.
A distributed data integration framework that simplifies common aspects of big data integration such as data ingestion, replication, organization and lifecycle management for both streaming and batch data ecosystems.
A lightweight opinionated ETL framework, halfway between plain scripts and Apache Airflow
An Internet-Scale Database.
Data processing & ETL framework for Ruby
Powerful Analytics Solution. Setup in 30 seconds. Display all your data on a Simple, AI-powered dashboard. Fully self-hostable and GDPR compliant. Alternative to Google Analytics, MixPanel, Plausible, Umami & Matomo.
OpenDota: Open source Dota 2 data platform with automated replay parsing
Nessie: Transactional Catalog for Data Lakes with Git-like semantics
Clean APIs for data cleaning. Python implementation of R package Janitor
visual data prep powered by python
An extensible framework for linking databases and interactive views.
Visualize and share your data. All in SQL. Powered by DuckDB.
Faker is a pure Elixir library for generating fake data.
Based on my own experience, I believe this roadmap provides clear answers to all the key questions about becoming a data analyst from scratch, including which technologies and programming languages to learn, what soft skills are essential, and how to start a professional career in this field.