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Kimi-K3
Kimi K3 is an open-weight, 2.8T-parameter native multimodal agentic model with a 1M-token context window, designed for frontier coding, knowledge work, and reasoning tasks.
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FR-AI / ANALYSISWhy it is worth attention
It offers an extensive, structured curriculum covering fundamentals to advanced topics with Brazilian salary ranges, market insights, and community resources, making it a one-stop resource for aspiring data engineers in Brazil.
Who it is for
- Portuguese-speaking aspiring data engineers
- Brazilian professionals transitioning into data engineering
- Students and beginners seeking a structured learning path
- Experienced data engineers looking for curated references
Use cases
- Self-study roadmaps from SQL to real-time streaming
- Finding practical projects and challenges to build a portfolio
- Preparing for data engineering interviews with curated resources
- Discovering Brazilian communities, YouTube channels, and podcasts
Strengths
- Comprehensive roadmap with clear phases and duration estimates
- Includes Brazilian market context (salary ranges, companies, cloud adoption)
- Curated list of projects, books, channels, and podcasts in Portuguese
- Open-source and community-driven with contribution guidelines
Considerations
- Content primarily in Portuguese, limiting accessibility for non-Portuguese speakers
- Some salary data and market insights may become outdated quickly
- Very large repository might overwhelm absolute beginners without additional guidance
README quick start
Awesome Data Engineering BR 🇧🇷
A curadoria definitiva em português sobre engenharia de dados e data engineering no Brasil. Aprenda, pratique e construa sua carreira como engenheiro de dados com roadmaps, tutoriais, projetos e recursos selecionados.
📑 Índice
- Introdução
- Roadmap completo
- Tecnologias fundamentais
- SQL · Python · Git · Linux · Docker
- PostgreSQL · Apache Airflow · Apache Spark
- Kafka · dbt · DuckDB · ClickHouse
- Databricks · BigQuery · Snowflake
- AWS · Azure · GCP
- Terraform · CI/CD
- Data Modeling · Data Warehouse · Lakehouse
- Streaming · APIs e REST
- Parquet · Iceberg · Delta Lake · Hive
- Projetos para praticar
- Desafios
- Livros recomendados
- Canais do YouTube
- Podcasts
- Newsletters
- Comunidades
- Repositórios GitHub incríveis
- Cheatsheets
- Entrevistas
- Certificações
- Glossário
- Documentação expandida
- Biblioteca de Ebooks
- Ferramentas online
- Como contribuir
🎯 Introdução
Se você pesquisou engenharia de dados, data engineering ou aprender engenharia de dados em português
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