Sercan Gul | Data Scientist | DataScientistTXUnderstanding Lasso and Ridge Regression: A Comprehensive GuideIn the realm of regression analysis, Lasso and Ridge regression are two popular techniques used for regularization. They both serve as…Mar 11Mar 11
Sercan Gul | Data Scientist | DataScientistTXTransformers Library for Generative AI — The BasicsThe transformers library, developed by Hugging Face, is a powerful tool for natural language processing (NLP) tasks using pre-trained…Mar 111Mar 111
Sercan Gul | Data Scientist | DataScientistTXApple’s MLX: A Game Changer for On-Device Deep Learning?Apple recently unveiled MLX, an open-source framework designed to revolutionize the way we develop and deploy machine learning models on…Dec 9, 2023Dec 9, 2023
Sercan Gul | Data Scientist | DataScientistTXDemystifying Dimensions: A Guide to Principal Component Analysis (PCA) in PythonData analysis in the real world often involves datasets with multiple features. While this abundance of information can be valuable, it…Dec 8, 2023Dec 8, 2023
Sercan Gul | Data Scientist | DataScientistTXThe Importance of Building a Portfolio as a Data ScientistIn the field of data science, a portfolio can be an invaluable tool for showcasing your skills and experience to potential employers. A…Feb 26, 2023Feb 26, 2023
Sercan Gul | Data Scientist | DataScientistTXExploratory Data Analysis with Python Code ExamplesExploratory data analysis (EDA) is a crucial step in the data science workflow that helps to understand the structure and content of the…Feb 18, 2023Feb 18, 2023
Sercan Gul | Data Scientist | DataScientistTXWhat is exploratory data analysis (EDA)?Hi there! Today I wanted to talk about the importance of exploratory data analysis (EDA). When I first started working with data, I used to…Feb 17, 2023Feb 17, 2023
Sercan Gul | Data Scientist | DataScientistTXJust getting started as a data scientist? Here are some essential skills you should learnData science is an interdisciplinary field that involves the use of statistical and computational methods to extract insights and knowledge…Feb 15, 2023Feb 15, 2023
Sercan Gul | Data Scientist | DataScientistTXinNerd For TechNo-code Exploratory Data Analysis: DataProfileIn this article, I am going to explain how to create a pandas-profiling app using Python and Streamlit, which is deployed on Heroku…May 12, 2021May 12, 2021
Sercan Gul | Data Scientist | DataScientistTXinNerd For TechPandas Profiling: Exploratory Data AnalysisIn this article, I would like to share a tool that generates profile reports from a pandas DataFrame in Python with only two lines of code…May 11, 20211May 11, 20211
