Özgür SANLIinPython in Plain EnglishBuilding a Handwritten Digit Recognizer Using Deep LearningIn this post, I will introduce you to the “Hello World” of TensorFlow by using the MNIST dataset. Without getting into too much detail, we…Apr 29Apr 29
Özgür SANLIinPython in Plain EnglishA Practical Guide to Image Filtering with Python: Kernels ExplainedIn this post, we will examine the basic image processing methods of Python, including filtering blur and sharpness to the image using the…Apr 15Apr 15
Özgür SANLIinPython in Plain EnglishCreating a Logistic Regression Model in PythonIn this post, I will create a logistic regression model using the Scipy library, and I will compare this model with Sklearn’s logistic…Mar 28Mar 28
Özgür SANLIinPython in Plain EnglishAnalyzing the Metrics: ROC, Precision, and Accuracy in Lung Cancer PredictionIn this post, I discuss the importance of precision, ROC-AUC, recall, and accuracy scores, which are machine learning performance metrics…Mar 24Mar 24
Özgür SANLIinPython in Plain EnglishHow to Predict %80 Accuracy in Titanic Disaster CompetitionIn this post, I will explain how to achieve accuracy over 80% in Kaggle’s Titanic Disaster Competition by using data manipulation, feature…Mar 12Mar 12
Özgür SANLIinPython in Plain EnglishCreating a Linear Regression Model in PythonIn this post, I will create a linear regression model using the scipy library and I will compare this model with the linear regression…Sep 13, 2023Sep 13, 2023
Özgür SANLIinPython in Plain EnglishComparison of Scalers in Python by Creating Real-World Synthetic DataIn this post, I have reviewed performances of StandardScaler, MinMaxScaler, RobustScaler which are used for feature engineering and used by…Aug 6, 2023Aug 6, 2023
Özgür SANLIinPython in Plain EnglishIs There a Relationship Between Nuclear energy and Drownings in a Swimming Pool?In this post, I will investigate whether there is a connection between drownings in America and nuclear power plant energy production. The…Aug 2, 2023Aug 2, 2023
Özgür SANLIBuilding a sneaky movie recommender by using sklearn.metrics in PythonIn this post, a sneaky movie content recommender will be developed, and it will take someone who has watched Terminator 2, to the…Jul 27, 2023Jul 27, 2023
Özgür SANLIinPython in Plain EnglishScraping Top 9 Movie’s Reviews of All Time and Visualizing Them on WordCloudIn this post, using python’s “scrapy” and “wordcloud” libraries, I will first save the audience reviews of the top 9 movies to a json file…Jul 19, 2023Jul 19, 2023