JULHAS DATA SCIENCE PROJECTS

Jupyter Notebook

• Discovery of handwashing
• C02-emission-analysis

DataBricks and Pyspark

• Clinical Trial (DataFrame)
• Clinical Trial (RDD)
• Clinical Trial (Hive)

AWS

• S3 Bucket & Amazon Athena

R language

• Tourist Accommodation Reviews
• Mobile Data (KNN)
• Association Rule Mining
• Clustering

SAS

• C02-statistical-analysis

QGIS

• Anti Social Crime Greater Manchester Salford 2017
• Anti Social Crime Greater Manchester Salford 2018
• Vehicle Crime Greater Manchester 2017
• Vehicle Crime Greater Manchester 2018

PowerBI reports

• Young Lives Data Analysis (Hours of Study and Hours of Sleep)
• Young Lives Data Analysis (Child Addiction)
• Young Lives Data Analysis (Child Health Status)
• Young Lives Data Analysis (Child Mom and Dad Age)
• Young Lives Data Analysis (Wealth Index)

Excel Reports

• Inequality On Vietnam Educational Sector (English and Math Lesson)
• Inequality On Vietnam Educational Sector (Life Outside School)
• Inequality On Vietnam Educational Sector (Roster Home and Family)

DataBricks Pyspark Concepts

• Map Reduce
• character Counter
• Parallel-process
• Python-bokeh-visualization
• Rdd-Persistance
• Data-scrubbing-with-rdds
• Data-streaming
• ETL-Json
• Bash-With-Databricks
• partition-data-with-hive
• sentiment-analysis
• spark-dataframe-rdd-sql
• map-reduce-demo
• bokeh-test
• Exploratory-data-analysis

Contributors

• Md Julhas Hossain

License & copyright

© Md Julhas Hossain, Self Learning Software Development/ Data Scientist

Licensed under the MIT License