Esra SoyluData Labeling in Images & Object Detection Application with YOLOv8YOLO (You Only Look Once) is a very popular algorithm used for object detection. What distinguishes it from other object detection…8 min read·May 9, 2024----
Esra Soyluinİstanbul Data Science AcademyUsing SQLite with PythonSQLite is an open-source relational database management system that requires no server software or configuration. Since the database is…4 min read·May 8, 2024----
Esra Soyluinİstanbul Data Science AcademyImproving Prediction Algorithm Performance with Keras Using Data Augmentation TechniqueOne of the most important factors in achieving successful results in Deep Learning models is the number of data. The more training data…5 min read·Apr 3, 2024----
Esra SoyluCreating a CNN Model for Image Classification with TensorFlowArtificial neural networks are an artificial intelligence model inspired by the functioning of the human brain. Artificial neural networks…7 min read·Mar 27, 2024----
Esra SoyluUsing the Video Intelligence API with PythonIn my new Medium article, I discussed the steps of converting the speech in a video to text using Python and Video Intelligence API and…5 min read·Feb 8, 2024----
Esra SoyluCreating Qlik Sense DashboardsQlik Sense is one of the widely used platforms in the field of business intelligence. It offers the capability to fetch data from various…7 min read·Dec 26, 2023----
Esra SoyluClassification Project with Imbalanced Data: Creation with PostgreSQL, Jupyter, VS Code,StreamlitThis project serves as a guide for establishing a connection to data created with PostgreSQL in Jupyter Notebook, working with an…7 min read·Oct 23, 2023----
Esra SoyluMachine Learning with Web Scraping Methods: Weather Forecasting Using Polynomial RegressionHello Everbody,8 min read·Sep 25, 2023----