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btk-datathon-2023

data-science-for-beginners

10 Weeks, 20 Lessons, Data Science for All!

data-structures-python

Data Structures With Python

data-visualization

Various basic data visualization examples with Python.

fuzzy-logic-modelling

Example of a simple washing machine designed with Fuzzy Logic.

galaksiya-ai-engineer-evaluation

GALAKSIYA AI Engineer Evaluation Case Solution

juniper-networks-global-ai-challenge

Problem Statement: Predict the sales at the register in the current hour and prioritize the individual attributes that affect the sales.

linear-programming

The linear programming problem will be solved using the Python Scipy library.

machine-learning

In this section, I make basic applications about supervised learning.

mail-assistance-gpt

ml-youtube-courses

A repository to index and organize the latest machine learning courses found on YouTube.

odeal-gpt-ai-hackathon

pre-model

In this repository, there is a module that I have compiled that allows us to adapt the dataset to the machine learning model before creating the machine learning model. - Variables with categorical data - Variables with numeric data - Variables with categorical but high cardinality data - Variables that contain numeric but categorical data - General information about the dataset - Categorical variables analysis - Numerical variables analysis - Target variable analysis - Analysis of target variables with categorical variables - Analysis of target variables with numerical variables - Correlation analysis - Outliers analysis - Local outlier factor - Missing values analysis - Encoding(Label Encoding, One-Hot Encoding, Rare Encoding) - Feature scaling, extraction

regression

Various regression parameters are analyzed in this module. Estimators of regression coefficients related to linear regression coefficients, confidence interval of regression coefficients, hypothesis testing of regression coefficients, estimator of regression output, confidence interval of regression output, confidence interval for mean response, prediction interval for input level response, coefficient of determination "R2" , methods that provide solutions for parameters such as weighted least squares regression coefficient estimator are included in this module.

shell-datathon

Bu datathon kapsamında, Shell Türkiye akaryakıt istasyonlarının 2019 yılındaki haftalık bazda akaryakıt depolama terminallerinden aldıkları akaryakıt ürün türünü ve miktarlarını tahminleyeceğiz.

statistical-analysis

In this section, we draw the Histogram, Two-Variable Histogram, Box plot and Violin plot of the data we have and plot the graphs of various probability distributions.

text-classification

3 farklı klasörde, 3 farklı sınıfına ait toplamda 3000 ayrı tweet kaydı bulunmaktadır. Bu kayıtlar, Internet’ten alınmıştır ve çeşitli kişilere ait çeşitli farklı konularda gerçek kayıtlardır.

time-series-analysis

In this repostory, where I dealt with Time Series Analysis, I first performed Turkish Lira and US dollar exchange rate forecasting with ARIMA, and secondly, Tesla stock forecasting with Back Testing, by analyzing time series.