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Return Types
ASP.NET Core Return Types: Task - IActionResult vs. Task- ActionResult-T
ASP.NET Core Return Types: Task<IActionResult> vs. Task<ActionResult<T>> In enterprise ASP.NET Core Web API development, API contra…
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CQRS pattern
CQRS Pattern
What is CQRS Pattern? CQRS stands for Command Query Responsibility Segregation . Introduced by Greg Young, it is an architectural pattern that separ…
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C#
What Does [ApiController] REALLY Do in .NET Web API?
When you create a Web API project in ASP.NET Core, the template automatically decorates your controllers with an attribute sitting right at the top: …
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Arctitecture
Enterprise API Architecture in .NET: System vs. Process vs. Experience APIs (BFF Pattern)
When building modern microservices and enterprise applications in .NET 8 / 9 , one of the most common architectural mistakes developers make is creat…
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Principal Component Analysis
Day-15 – PCA (Principal Component Analysis) + Dimensionality Reduction
Welcome to one of the most important concepts in Machine Learning and AI. Until now you've learned: Data Cleaning ✅ Feature Engineering ✅ …
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K-Means
Day-14 – Unsupervised Learning (K-Means Clustering)
Welcome to Day-14 – Unsupervised Learning (K-Means Clustering) Till now: You had labeled data ( Pass = 0/1 ) Today: Model finds patterns WITHOUT…
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Hyperparameter
Day-13 – Hyperparameter Tuning + GridSearchCV
Today you learn: How to improve ML model performance systematically 🚀 This is VERY important for: Interviews Real projects Kaggle compet…
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