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Apache-Spark-Tutorials

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This repo contains my learnings and practice notebooks on Spark using PySpark (Python Language API on Spark). All the notebooks in the repo can be used as template code for most of the ML algorithms and can be built upon it for more complex problems.

big-data bigdata machine-learning pyspark spark spark-mllib spark-sql spark-streaming

CC0-1.0 license

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Name		Name	Last commit message	Last commit date
.ipynb_checkpoints		.ipynb_checkpoints
data		data
01. What is Apache Spark ?.ipynb		01. What is Apache Spark ?.ipynb
02. Low Level APIs.ipynb		02. Low Level APIs.ipynb
03. Data Wrangling using RDDs.ipynb		03. Data Wrangling using RDDs.ipynb
04. Structured APIs.ipynb		04. Structured APIs.ipynb
05. Linear Regression.ipynb		05. Linear Regression.ipynb
06. Logistic Regression.ipynb		06. Logistic Regression.ipynb
07. Tree Based Models.ipynb		07. Tree Based Models.ipynb
08. Clustering.ipynb		08. Clustering.ipynb
09. Recommender Systems.ipynb		09. Recommender Systems.ipynb
10. Natural Language Processing.ipynb		10. Natural Language Processing.ipynb
LICENSE		LICENSE
README.md		README.md
master		master

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Apache-Spark-Tutorials

About

This repo contains my learnings and practice notebooks on Spark using PySpark (Python Language API on Spark). All the notebooks in the repo can be used as template code for most of the ML algorithms and can be built upon it for more complex problems.

big-data bigdata machine-learning pyspark spark spark-mllib spark-sql spark-streaming

CC0-1.0 license

5 stars

1 watching

Report repository

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