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382 search results found

Data Engineering Zoomcamp ⭐ 19,461

Free Data Engineering course!

Ds Cheatsheets ⭐ 11,535

List of Data Science Cheatsheets to rule the world

H2o 3 ⭐ 6,618

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.

Bigdl ⭐ 4,728

Accelerate LLM with low-bit (FP4 / INT4 / FP8 / INT8) optimizations using bigdl-llm

The Hunting ELK

Analytics Zoo ⭐ 2,592

Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray

Cube Studio ⭐ 1,710

cube studio开源云原生一站式机器学习/深度学习AI平台，支持sso登录，多租户/多项目组，数据资产对

Almond ⭐ 1,560

A Scala kernel for Jupyter

Spark Py Notebooks ⭐ 1,515

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

Caffeonspark ⭐ 1,272

Distributed deep learning on Hadoop and Spark clusters.

Sparkmagic ⭐ 1,272

Jupyter magics and kernels for working with remote Spark clusters

Pixiedust ⭐ 1,035

Python Helper library for Jupyter Notebooks

Spark Nlp Workshop ⭐ 977

Public runnable examples of using John Snow Labs' NLP for Apache Spark.

Pyspark Tutorial ⭐ 959

PySpark-Tutorial provides basic algorithms using PySpark

Spark Scala Tutorial ⭐ 922

A free tutorial for Apache Spark.

Spark Movie Lens ⭐ 757

An on-line movie recommender using Spark, Python Flask, and the MovieLens dataset

Incubator Toree ⭐ 721

Mirror of Apache Toree (Incubating)

Justenoughscalaforspark ⭐ 643

A tutorial on the most important features and idioms of Scala that you need to use Spark's Scala APIs.

Enterprise_gateway ⭐ 607

A lightweight, multi-tenant, scalable and secure gateway that enables Jupyter Notebooks to share resources across distributed clusters such as Apache Spark, Kubernetes and others.

Elasticsearch Spark Recommender ⭐ 603

Use Jupyter Notebooks to demonstrate how to build a Recommender with Apache Spark & Elasticsearch

Streaming Benchmarks ⭐ 560

Benchmarks for Low Latency (Streaming) solutions including Apache Storm, Apache Spark, Apache Flink, ...

Monitor the stability of a Pandas or Spark dataframe ⚙︎

Agile_data_code_2 ⭐ 435

Code for Agile Data Science 2.0, O'Reilly 2017, Second Edition

Learningpyspark ⭐ 409

Code base for the Learning PySpark book (in preparation)

Machinelearning ⭐ 406

Machine Learning

Spark Syntax ⭐ 391

This is a repo documenting the best practices in PySpark.

Miscellaneous ⭐ 382

Includes notes on Apache Spark, Spark for Physics, Jupyter notebook examples for Spark, Oracle and other DB systems.

Synapse ⭐ 355

Samples for Azure Synapse Analytics

Data Engineering Projects ⭐ 322

Personal Data Engineering Projects

Spark Standalone Cluster On Docker ⭐ 311

Learn Apache Spark in Scala, Python (PySpark) and R (SparkR) by building your own cluster with a JupyterLab interface on Docker. ⚡

Learning Pyspark ⭐ 294

Code repository for Learning PySpark by Packt

Data Science ⭐ 269

Projects and awesome list for all Data Science fields

Kamu Cli ⭐ 263

New generation decentralized data lake and a streaming data pipeline

Spark Jupyter Aws ⭐ 255

A guide on how to set up Jupyter with Pyspark painlessly on AWS EC2 clusters, with S3 I/O support

Installations_mac_ubuntu_windows ⭐ 233

Installations for Data Science. Anaconda, RStudio, Spark, TensorFlow, AWS (Amazon Web Services).

Data_science_blogs ⭐ 232

A repository to keep track of all the code that I end up writing for my blog posts.

Bigdata_docker ⭐ 226

Big Data Ecosystem Docker

Rasterframes ⭐ 226

Geospatial Raster support for Spark DataFrames

Ngods Stocks ⭐ 217

New Generation Opensource Data Stack Demo

Spark Fm Parallelsgd ⭐ 212

Implementation of Factorization Machines on Spark using parallel stochastic gradient descent (python and scala)

Spark On Kubernetes Helm ⭐ 195

Spark on Kubernetes infrastructure Helm charts repo

⛈️ RumbleDB 1.21.0 "Hawthorn blossom" 🌳 for Apache Spark | Run queries on your large-scale, messy JSON-like data (JSON, text, CSV, Parquet, ROOT, AVRO, SVM...) | No install required (just a jar to download) | Declarative Machine Learning and more

Azure Cosmosdb Spark ⭐ 194

Apache Spark Connector for Azure Cosmos DB

Jupyter Spark ⭐ 192

Jupyter Notebook extension for Apache Spark integration

Book Resources ⭐ 181

Cloud Dataproc ⭐ 173

Cloud Dataproc: Samples and Utils

Mydatascienceportfolio ⭐ 172

Applying Data Science and Machine Learning to Solve Real World Business Problems

Sparkmonitor ⭐ 164

Monitor Apache Spark from Jupyter Notebook

Spark Practice ⭐ 153

Apache Spark (PySpark) Practice on Real Data

Scalable Data Science Platform ⭐ 153

Content for architecting a data science platform for products using Luigi, Spark & Flask.

Geopyspark ⭐ 151

GeoTrellis for PySpark

Spark Style Guide ⭐ 145

Spark style guide

Sparknotebook ⭐ 142

An example of running Apache Spark using Scala in ipython notebook

Csdn Code ⭐ 138

停止维护 -->移步 https://github.com/vbay/tutorials

Mastering Apache Spark ⭐ 130

This is repository of my YouTube Course on End to End Apache Spark in AIEngineering YouTube Channel

Handyspark ⭐ 129

HandySpark - bringing pandas-like capabilities to Spark dataframes

Python Bigdata ⭐ 128

Data science and Big Data with Python

Parquet-based ML data format optimized for working with unstructured data

Beymani ⭐ 126

Hadoop, Spark and Storm based anomaly detection implementations for data quality, cyber security, fraud detection etc.

Data Science Tutorials ⭐ 124

Python Tutorials for Data Science

Mastering Big Data Analytics With Pyspark ⭐ 118

Mastering Big Data Analytics with PySpark, Published by Packt

Spark Df Profiling ⭐ 115

Create HTML profiling reports from Apache Spark DataFrames

Spark R Notebooks ⭐ 109

R on Apache Spark (SparkR) tutorials for Big Data analysis and Machine Learning as IPython / Jupyter notebooks

Spark Tpc Ds Performance Test ⭐ 104

Use the TPC-DS benchmark to test Spark SQL performance

Spark Nlp Models ⭐ 100

Models and Pipelines for the Spark NLP library

Distributed Statistical Computing ⭐ 99

Teaching Materials for Distributed Statistical Computing (大数据分布式计算教学材料)

Spark With Python ⭐ 98

Fundamentals of Spark with Python (using PySpark), code examples

Medium Articles ⭐ 97

Repo for all my code on the articles I post on medium

Eclairjs Nashorn ⭐ 94

JavaScript API for Apache Spark

Big Data Engineering Coursera Yandex ⭐ 91

Big Data for Data Engineers Coursera Specialization from Yandex

Kafka Sparkstreaming Cassandra ⭐ 86

Docker container for Kafka - Spark Streaming - Cassandra

Pyspark Predictive Maintenance ⭐ 85

Predictive Maintenance using Pyspark

Spark.samples ⭐ 81

tutorials and samples that show you how get the most out of IBM Analytics for Apache Spark

Data Engineering Nanodegree ⭐ 76

Projects done in the Data Engineering Nanodegree by Udacity.com

Spark Ocr Workshop ⭐ 76

Public runnable examples of using John Snow Labs' OCR for Apache Spark.

Python Spark Streaming ⭐ 73

Jupyterlab Integration ⭐ 72

DEPRECATED: Integrating Jupyter with Databricks via SSH

Jupyterlab Sparkmonitor ⭐ 72

JupyterLab extension that enables monitoring launched Apache Spark jobs from within a notebook

REST API for Apache Spark on K8S or YARN

SIT742: Modern Data Science

Learning Deep ⭐ 65

All my deep learning notes: contains v1 of machine learning with Jeremy Howard, and v1 of Fastai Deep Learning 2018 part 1

Taxiprediction ⭐ 65

Airflow Spark ⭐ 64

Docker with Airflow and Spark standalone cluster

Ammonium ⭐ 64

Impatient fork of Ammonite

Udacity Data Engineer Nanodegree ⭐ 64

Classwork projects and home works done through Udacity data engineering nano degree

Building Spark Applications Live Lessons ⭐ 63

Supporting content (slides and exercises) for the Addison-Wesley (Pearson) video series covering best practices for developing scalable Spark applications for predictive analytics in the context of a data scientist's standard workflow.

Word2Vec models with Twitter data using Spark. Blog:

W261 Environment ⭐ 62

Spark ML with pyspark

Visualize Data With Python ⭐ 60

A Jupyter notebook using some standard techniques for data science and data engineering to analyze data for the 2017 flooding in Houston, TX.

Pysparkgeoanalysis ⭐ 60

🌐 Interactive Workshop on GeoAnalysis using PySpark

Apache Spark (Scala, PySpark, SparkR) Code, Tricks, and References

Clinical Notes Diagnosis Dl Nlp ⭐ 59

Nlp_spark ⭐ 58

Natural Language Processing with Spark's MLlib

Mylearningnotes ⭐ 58

Because its never late to start taking notes and 'public' it...

Learning ⭐ 57

Walkthrough notebooks for Deep Learning, Machine Learning, Reinforcement Learning, Spark, Statistics, Algorithms, Scala, Python

Bigdataanalytics_infoh515 ⭐ 56

Material for the Big Data Analytics exercise classes - INFOH515 - Big Data : Distributed Data Management and Scalable Analytics - Université Libre de Bruxelles

Kafka Streaming Click Analysis ⭐ 56

Use Kafka and Apache Spark streaming to perform click stream analytics

Machine Learning With Spark ⭐ 56

Create scalable machine learning applications to power a modern data-driven business using Spark

Jupyter Extensions ⭐ 55

Jupyter extensions for SWAN

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