6375 Open source projects that are alternatives of or similar to Yandex Big Data Engineering

Big Data for Data Engineers Coursera Specialization from Yandex

大数据入门指南 ⭐

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

个人学习知识库涉及到数据仓库建模、实时计算、大数据、Java、算法等。

🎯 🌟[大数据面试题]分享自己在网络上收集的大数据相关的面试题以及自己的答案总结.目前包含Hadoop/Hive/Spark/Flink/Hbase/Kafka/Zookeeper框架的面试题知识总结

Big Data Ecosystem Docker

Python clone of Spark, a MapReduce alike framework in Python

🚚 Agile Data Preparation Workflows made easy with dask, cudf, dask_cudf and pyspark

Code examples on Apache Spark using python

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

A Scala kernel for Jupyter

HandySpark - bringing pandas-like capabilities to Spark dataframes

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

⛈️ Rumble 1.11.0 "Banyan Tree"🌳 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

MapReduce, Spark, Java, and Scala for Data Algorithms Book

Jupyter magics and kernels for working with remote Spark clusters

A free tutorial for Apache Spark.

Examples for Deep Learning/Feature Store/Spark/Flink/Hive/Kafka jobs and Jupyter notebooks on Hops

Models and Pipelines for the Spark NLP library

Updated repository

🎓 Jupyter notebooks from UFC data science course

大数据学习笔记，学习路线，技术案例整理。

Fast Data Cluster (Apache Cassandra, Kafka, Spark, Flink, YARN and HDFS with Vagrant and VirtualBox)

A complete (distributed) BigData stack, running in containers

The Hunting ELK

O'Reilly Book: [Data Algorithms with Spark] by Mahmoud Parsian

Zeek Analysis Tools (ZAT): Processing and analysis of Zeek network data with Pandas, scikit-learn, Kafka and Spark

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.

零基础学习spark，大数据学习

Bucketing and partitioning system for Parquet

Apache Spark - Turbofan Engine Degradation Simulation Data Set example in Apache Spark

A simple Spark TDD example

Python Helper library for Jupyter Notebooks

MaRe leverages the power of Docker and Spark to run and scale your serial tools in MapReduce fashion.

💎🔥大数据学习笔记

Word2Vec models with Twitter data using Spark. Blog:

Udacity Data Engineering Nano Degree (DEND)

🌐 Interactive Workshop on GeoAnalysis using PySpark

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

Data science and Big Data with Python

An open source framework for building data analytic applications.

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

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

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

简单的可视化湖州通话数据 假设数据量很大，没法用浏览器直接绘制热力图，把绘制热力图这一步骤放到线下计算分析。使用Apache Spark并行计算数据之后，再使用Apache Spark绘制热力图，然后用leafletjs加载OpenStreetMap图层和热力图图层，以达到良好的交互效果。现在使用Apache Spark实现绘制，可能是Apache Spark不擅长这方面的计算或者是我没有设计好算法，并行计算的速度比不上单机计算。Apache Spark绘制热力图和计算代码在这 https://github.com/yuanzhaokang/ParallelizeHeatmap.git .

Apache Spark (PySpark) Practice on Real Data

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

Minikube for big data with Scala and Spark

80+ DevOps & Data CLI Tools - AWS, GCP, GCF Python Cloud Function, Log Anonymizer, Spark, Hadoop, HBase, Hive, Impala, Linux, Docker, Spark Data Converters & Validators (Avro/Parquet/JSON/CSV/INI/XML/YAML), Travis CI, AWS CloudFormation, Elasticsearch, Solr etc.

Apache Spark Connector for Azure Cosmos DB

大数据生态解决方案数据平台：基于大数据、数据平台、微服务、机器学习、商城、自动化运维、DevOps、容器部署平台、数据平台采集、数据平台存储、数据平台计算、数据平台开发、数据平台应用搭建的大数据解决方案。

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

Real Time Analytics and Data Pipelines based on Spark Streaming

专注大数据学习面试，大数据成神之路开启。Flink/Spark/Hadoop/Hbase/Hive...

A pandas-like deferred expression system, with first-class SQL support

C# and F# language binding and extensions to Apache Spark

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

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

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.

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