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Top 18 Jupyter Notebook Spark Projects
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data-engineering-zoomcamp
Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Join the course here 👇🏼
You can sign up here: https://github.com/DataTalksClub/data-engineering-zoomcamp/
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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H2O
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
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JustEnoughScalaForSpark
A tutorial on the most important features and idioms of Scala that you need to use Spark's Scala APIs.
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lasagna
A Docker Compose template that builds a interactive development environment for PySpark with Jupyter Lab, MinIO as object storage, Hive Metastore, Trino and Kafka
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amazon-emr-with-delta-lake
Amazon EMR Notebook to show how to read from and write to Delta tables with Amazon EMR
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pyspark_nlp_workshop
Instructions and code for the workshop "From Big Data to NLP Insights: Unlocking the Power of PySpark and Spark NLP"
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project-atlas-sao-paulo
A project for the development of rich geospatial data from the city of São Paulo for use in Machine Learning models.
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Jupyter Notebook Spark discussion
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The NoFluff Cheatsheet for the Airflow 3 Fundamentals
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Data Engineering Concepts: A project based introduction
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Peer Review 1: Analyzing Poland's Real Estate Market (Part 1)
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Study Note DE Zoomcamp 1.2.4 - Dockerizing the Ingestion Script
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Data Engineering Zoomcamp 2025 Cohort: Introduction - Self-Study Notes
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Data Engineering Zoomcamp Week 6 - using redpanda 1
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A note from our sponsor - SaaSHub
www.saashub.com | 10 Jul 2026
Index
What are some of the best open-source Spark projects in Jupyter Notebook? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | data-engineering-zoomcamp | 43,404 |
| 2 | H2O | 7,494 |
| 3 | HELK | 3,927 |
| 4 | pyspark-tutorial | 1,277 |
| 5 | Data-Engineering-Projects | 1,011 |
| 6 | JustEnoughScalaForSpark | 672 |
| 7 | ngods-stocks | 457 |
| 8 | rikai | 140 |
| 9 | lasagna | 47 |
| 10 | ghcn-d | 27 |
| 11 | SDE | 22 |
| 12 | amazon-emr-with-delta-lake | 17 |
| 13 | pyspark_nlp_workshop | 12 |
| 14 | project-atlas-sao-paulo | 12 |
| 15 | synapse-azure-data-explorer-101 | 4 |
| 16 | udacity_bike_share_datalake_project | 1 |
| 17 | dracula | 0 |
| 18 | infraestrutura-cassandra-pd | 0 |
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