The realm of data science
- ProgrammingFundamentals - Review python programming fundamentals in order to prepare for ML and Datasciene concepts.
- Arrays-LinearAlgebra-DataFrame - The folder contains work of jupyter notebooks using more advanced data science concepts.
- StringsAndRegularExpressions - Contains work associated to analyzing strings using regular expressions.
- InputOutputFilesJSON-CSV - Covers how to read from and write to externals files that follow common data format, such as CSV and JSON
- VisualizingDataReadingAnalyzingFiles - This work covers the display of statistical data on maps using the Folium module
- NaturalLanguageProcessing-MachineLearning - Natural Language processing using TextBlob. Machine Learning using scikit-learn.
- RelationAndDocumentOrientedDatabases - Setting a mongoDB free tier account, analyzing a local json database.
- AnalyzingAsteroidData - A study conducted to analyze the NASA Jet Propulsion small-body database of asteroid data.
- MachineLearning - A group of studies that take the ideas and concepts from https://scikit-learn.org and explores them futher.
- WineQualityMachineLearningOPS - A study of wine quality versus alcolhol content implement machine learning pipeline operations.