Spark sessions help beginning students dissect the first larger projects of the curriculum.
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Updated
Nov 1, 2022 - Shell
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spark-session
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In this section, we will perform customer segmentation using pyspark in the Flo dataset.
big-data
spark
clustering
bigdata
crm
pyspark
kmeans-clustering
big-data-analytics
rfm-analysis
crm-analytics
spark-session
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Updated
Feb 27, 2023 - Jupyter Notebook
Utilizing Apache Spark & PySpark to analyze a movie dataset. Tasks include data exploration, identifying top-rated movies, training a linear regression model, and experimenting with Airflow.
pipeline
linear-regression
cross-validation
pyspark
dag
hyperparameter-tuning
model-evaluation
apache-airflow
pyspark-mllib
one-hot-encoding
data-splitting
pyspark-sql
spark-session
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Updated
Apr 17, 2024 - Jupyter Notebook
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