Tevfik SASTIM's repositories
xgboost_classification
In this repo, I applied XGBoostClassifier to Transfusion Data.
dtc_adaboost_tpot_classfier_with_cabdata
TPOT Classifier and Bagging is used to select and reinforce an binary classification algorithm
binary_lr_and_sgd_for_airbnb_dataset
In this repo, I built a Binary Logistic Regression and Schoastic Gredient Descent Models that predicts the house avaliability of AIRBNB Amsterdam listings. It is a binary classification task we're deailing in here. While doing so, I've used the below columns in my dataset
Give-Life-Prediction-Accuracy-of-Blood-Donations-with-Scikit--Learn-and-TensorFlow
In this repository, I measured prediction accuracy of Blood Donations in Taiwan(2007) with Scikit- Learn and TensorFlow libraries.
xgboost_regression_ibm_stock
In this repo, I applied XGBoostRegressor to IBM Stock Price Data(1962-Present) from yfinance library of Python.
spotify_given_song_recommendation
In this repository, I built recommendation system for given 42305 Spotify songs based on their genre, mode, and duration.
countries_external_debt_stock_prices_same
In this repo, I clustered the countries that have external debt stocks prices tend to change in the same way from 1970 to 2019 according the data from Gapminder
data-analysis-with-numpy
In this project, I inspect the blood transfusion data using Numpy.
analysing-country-table-with-sqlalchemy
In this repo, I analysed default Country Table from MySQL by using SQLAlchemy library of Python
Data-Analysis-with-Python
In this repository, I analysed NYPD School Safety Reports of 2015 and 2016 years.
Step-1-Data-Insights-and-Data-Preprocessing
In this step, I'll get to know our data and make it ready for other steps by preprocessing it.
Data-Glacier-Data-Bank-Bank-Marketing-Group-Project
This repository for Data Bank Bank Marketing Group Project in Data Glacier Data Science Internship.
githubailkadim
Bu repitory'yi Batch 85'e Github'i tanitmak icin actim.
techproed-dscapstone
In this repository, I've shared the projects I've created in my Data Scientist Role at TechProEducation
javascript-projects
This repo is for Docker Volumes Practice.
yirmiikimart
Bu repository'yi repo ogretmek icin olusturdum.
asd
asd
Data-Cleaning-with-R
In this repository, I cleaned the NYPD Shooting Incident records data in the 2006-2020.
Step-4-Model-Deployment
In Step 4,I deployed my model in step 3 with Flask. During my deployment, I also applied my HTML & CSS knowledge to design my API's frontend.
Step-3-Model-Selection
In this step, I selected M.L. model that I am going to use in this project.
AdvancedJava
In this repo, you can find my code from the AdvancedJava Class that I've instructed
shell-scripting-for-beginners-course
Notes from Shell Scripting for Beginners course