Description of projects

Project	Description	Libraries	Skills
Automation of cow quality assessment	Automating the calculation of a cow's approximate milk yield and predicting the taste of its milk	Pandas Numpy Matplotlib Seaborn Scikit-learn Scipy	Machine Learning Data Analysis Regression Classification
Automation of personnel management	Creating a model that can predict employee satisfaction levels and a model that can predict potential employee terminations	Pandas Numpy Matplotlib Seaborn Scikit-learn Shap Phik	Machine Learning Data Analysis Regression Classification
Selecting a drilling location using a linear model	Creating a model to identify the most profitable and analysing possible profit and risks	Pandas Numpy Matplotlib Seaborn Scikit-learn	Machine Learning Data Analysis Regression Bootstrap
Determining the cost of cars	Creation of a model to determine the market value of the machine	Pandas Numpy Matplotlib Seaborn Scikit-learn Phik LightGBM	Machine Learning Data Analysis Regression Gradient Boosting
Forecasting taxi orders	Creating a model to predict values based on time series	Pandas Numpy Matplotlib Scikit-learn Statsmodel LightGBM	Machine Learning Data Analysis Regression Gradient Boosting TimeSeries
Classification of text sentiment	Creating a model to classify the toxicity of comments	Pandas Numpy Matplotlib Scikit-learn LightGBM nltk tdqm WordCloud SpaCy	Machine Learning Data Analysis Classification Gradient Boosting Text NLP TF-IDF
Determining the age of buyers from photographs	Creating a model to predict a person's age from images	Pandas Numpy Matplotlib keras TensorFlow	Machine Learning Data Analysis Regression Computer Vision TensorFlow
Determining the churn of telecom operator customers	Creating a model for predicting the termination of a contract with a telecom operator by a client	Pandas Numpy Matplotlib Seaborn Scikit-learn Phik LightGBM Catboost	Machine Learning Data Analysis Classification Gradient Boosting