Alternatives

Databricks Bootcamp 2026 alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Databricks Bootcamp 2026

End-to-end Data Lakehouse project built on Databricks, following the Medallion Architecture (Bronze, Silver, Gold). Covers real-world data engineering and analytics workflows using Spark, PySpark, SQL, Delta Lake, and Unity Catalog. Designed for learning, portfolio building, and job interviews.

69
Quality
76
Trust
344
Stars
#1

Airflow

Similarity 121Trust 90Excellent 100

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

46K starsJun 20, 2026 pushdata-analysisPythonETL
$ npx skills add apache/airflow
#2

Pathway

Similarity 113Trust 87Excellent 100

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

63K starsJul 2, 2026 pushdata-analysisPythonETL
$ npx skills add pathwaycom/pathway
#3

Shardingsphere

Similarity 110Trust 89Excellent 100

Empowering Data Intelligence with Distributed SQL for Sharding, Scalability, and Security Across All Databases.

21K starsJun 25, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add apache/shardingsphere
#4

Connect

Similarity 109Trust 84Excellent 97

Fancy stream processing made operationally mundane

8.7K starsJun 19, 2026 pushdata-analysisGoETL
$ npx skills add redpanda-data/connect
#5

Debezium

Similarity 109Trust 88Excellent 100

Change data capture for a variety of databases. Please log issues at https://github.com/debezium/dbz/issues.

13K starsJun 12, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add debezium/debezium
#6

Snowplow

Similarity 108Trust 87Excellent 100

The leader in Customer Data Infrastructure

7.0K starsJun 17, 2026 pushdata-analysisScalaData Pipeline
$ npx skills add snowplow/snowplow
#7

Dbeaver

Similarity 105Trust 87Excellent 100

Free universal database tool and SQL client

51K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add dbeaver/dbeaver
#8

Airbyte

Similarity 104Trust 87Excellent 100

Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.

21K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add airbytehq/airbyte
#9

Tidb

Similarity 97Trust 89Excellent 100

TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling.

40K starsJun 20, 2026 pushdata-analysisGoSQL
$ npx skills add pingcap/tidb
#10

Redash

Similarity 97Trust 90Excellent 100

Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.

29K starsJun 14, 2026 pushdata-analysisPythonBI
$ npx skills add getredash/redash
#11

Superset

Similarity 97Trust 88Excellent 100

Apache Superset is a Data Visualization and Data Exploration Platform

73K starsJun 14, 2026 pushdata-analysisTypeScriptBI
$ npx skills add apache/superset
#12

ClickHouse

Similarity 97Trust 87Excellent 100

ClickHouse® is a real-time analytics database management system

48K starsJun 21, 2026 pushdata-analysisC++SQL
$ npx skills add ClickHouse/ClickHouse
#13

Cube

Similarity 95Trust 85Excellent 100

📊 Cube Core is open-source semantic layer for AI, BI and embedded analytics

20K starsJun 20, 2026 pushdata-analysisRustBI
$ npx skills add cube-js/cube
#14

Data Science For Beginners

Similarity 95Trust 88Excellent 100

10 Weeks, 20 Lessons, Data Science for All!

36K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add microsoft/Data-Science-For-Beginners
#15

Jimureport

Similarity 94Trust 89Excellent 100

免费的AI可视化报表。一句话描述需求,AI 自动生成报表与数据大屏;同时提供类 Excel 拖拽设计器,兼容 30 余种数据源,轻松应对各类复杂报表场景——帆软、Tableau 的高性价比开源替代。

8.0K starsMay 22, 2026 pushdata-analysisJavaData Analysis
$ npx skills add jeecgboot/jimureport
#16

Sqlglot

Similarity 94Trust 86Excellent 100

Python SQL Parser and Transpiler

9.3K starsJun 20, 2026 pushdata-analysisPythonSQL
$ npx skills add tobymao/sqlglot

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Databricks Bootcamp 2026 if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.