Scalable Machine Learning on Big Data with Apache Spark

Jupyter Notebook Archive for Scalable Machine Learning on Big Data with Apache Spark on Coursera.

Lab Environment: Jupyter Notebook with Python-with-Pixiedust_Spark-2.0 kernel(How to setup?)

Week 1 - Understanding how Apache Spark works

Name		Name	Last commit message	Last commit date
Latest commit History 28 Commits
images		images
Introduction to SparkML - Pipeline.ipynb		Introduction to SparkML - Pipeline.ipynb
README.md		README.md
a0_m4_exercice3.1_spark2.3_python3.5_cos.ipynb		a0_m4_exercice3.1_spark2.3_python3.5_cos.ipynb
a0_m4_exercice3.2_spark2.3_python3.5_cos.ipynb		a0_m4_exercice3.2_spark2.3_python3.5_cos.ipynb
a6_w1_ex1.ipynb		a6_w1_ex1.ipynb
a6_w1_ex2.ipynb		a6_w1_ex2.ipynb
a6_w1_ex3.ipynb		a6_w1_ex3.ipynb
a6_w2_ex1.ipynb		a6_w2_ex1.ipynb
a6_w3_ex1.ipynb		a6_w3_ex1.ipynb
a6_w3_ex2.ipynb		a6_w3_ex2.ipynb
a6_w4_assignment.ipynb		a6_w4_assignment.ipynb
a6_w4_ex1.ipynb		a6_w4_ex1.ipynb
functional_programming.ipynb		functional_programming.ipynb
hmp.parquet		hmp.parquet
jfk_weather.csv		jfk_weather.csv
jfk_weather.tar.gz		jfk_weather.tar.gz
linear-regression.ipynb		linear-regression.ipynb
logreg.ipynb		logreg.ipynb
lr.ipynb		lr.ipynb
parallel_programming.ipynb		parallel_programming.ipynb
washing.parquet		washing.parquet