PinnedHasan KhanUnlocking Insights: Mastering Descriptive Statistics with the Ames Housing DatasetYou begin your data science journey with the Ames Housing dataset and descriptive statistics. This dataset is rich and allows descriptive…Jul 22Jul 22
Hasan KhanLinear Regression with Python: A Comprehensive GuideLinear regression, a cornerstone in the realm of machine learning, is a statistical method used to model the relationship between a…Jul 26Jul 26
Hasan KhanUnleashing the Power of CoLU: A New Frontier in Neural Network Activation FunctionsPhoto by BoliviaInteligente on UnsplashJul 25Jul 25
Hasan KhanA Comprehensive Guide to Choosing the Right Optimization AlgorithmOptimization is the cornerstone of many machine learning algorithms, ranging from fitting logistic regression models to training artificial…Jul 25Jul 25
Hasan KhanBest Datasets to Practice Regression AnalysisRegression analysis is a statistical method used to examine the relationship between a dependent variable and one or more independent…Jul 24Jul 24
Hasan KhanMaximize Your Potential: 8 Inspiring ChatGPT PromptsPhoto by Levart_Photographer on Unsplash Jul 22Jul 22
Hasan KhanTokens and tokenization in the field of NLP (Natural Language Processing) are basic yet essential…What do tokens and tokenization mean in the field of NLP? This is a very basic concept question, but as a newbie, it is not really clear to…Jul 21Jul 21
Hasan KhanImplementing Student’s t-Test in Python from ScratchThe Student’s t-Test is a fundamental statistical hypothesis test that determines whether two samples come from the same population. This…Jul 19Jul 19
Hasan KhanTop 20 Essential Data Science Interview Questions for 20241. What is the difference between a population and a sample in statistics?Jul 19Jul 19
Hasan KhanDemographics Analysis with PythonDemographics analysis involves examining population characteristics such as age, gender, location, income, education, and more. It helps…Jul 16Jul 16