Pinned Repositories
Diabetes-MLproject
in this project i worked on predicting the possibilities of getting diabetes using both Support Vectors Machine and Decision tree algorithms and comparing the performance of different algortihms on the same dataset.. this project includes the stages of cleaning and preprocessing, analyzing, training , evaluation and visualization
ETL-with-pyspark
python script for ETL job with pyspark, both the source and destination databses are MySQL (the spark job is embedded into flask for the sake of deployment)
MedicalCost-MLproject
in this project i trained a medical cost dataset using linear regression algorithm to come with predictions about the amount of medical costs
Nutritionix-Calculator
a comprehensive calculator capable of determining the macronutrient composition of multiple recipes with different ingredients both common and branded using the Nutritionix database endpoints
Titanic-MLproject
in this project i worked on the famous Titanic dataset, from cleaning the data to analyzing it and training the model [with KNN algorithm] to evaluating it.
Reef-world's Repositories
Reef-world/Diabetes-MLproject
in this project i worked on predicting the possibilities of getting diabetes using both Support Vectors Machine and Decision tree algorithms and comparing the performance of different algortihms on the same dataset.. this project includes the stages of cleaning and preprocessing, analyzing, training , evaluation and visualization
Reef-world/ETL-with-pyspark
python script for ETL job with pyspark, both the source and destination databses are MySQL (the spark job is embedded into flask for the sake of deployment)
Reef-world/MedicalCost-MLproject
in this project i trained a medical cost dataset using linear regression algorithm to come with predictions about the amount of medical costs
Reef-world/Nutritionix-Calculator
a comprehensive calculator capable of determining the macronutrient composition of multiple recipes with different ingredients both common and branded using the Nutritionix database endpoints
Reef-world/Titanic-MLproject
in this project i worked on the famous Titanic dataset, from cleaning the data to analyzing it and training the model [with KNN algorithm] to evaluating it.