Ashwin PrasadCreating Shared Libraries with CMakeUsing CMake for dynamic linking of shared libraries5 min read·Apr 27, 2024----
Ashwin PrasadIntroduction to Computer Networks | IP Addresses, Mac Addresses and Networking DevicesAddressing schemes, Repeaters, Hubs, Bridges, Switchers and Routers7 min read·Jan 27, 2024----
Ashwin PrasadinAnalytics VidhyaFeed Forward Neural Networks | Intuition on Forward PropagationWhy Neural Networks ? How does Neural Networks do what they do ? How does Forward Propagation works ?8 min read·Nov 10, 2021----
Ashwin PrasadExplaining SQL Joins with MySQL ImplementationEven though there are a lot of resources out there that explain Joins in SQL, there still happens to be a lot of confusion with this topic.6 min read·Sep 10, 2021----
Ashwin PrasadinAnalytics VidhyaRegression Trees | Decision Tree for Regression | Machine LearningHow can Regression Trees be used for Solving Regression Problems ? How to Build One.7 min read·Aug 8, 2021--2--2
Ashwin PrasadinAnalytics VidhyaDecision Trees For Classification (ID3)| Machine LearningOverview of Decision Trees and How to build One9 min read·Jul 5, 2021----
Ashwin PrasadinAnalytics VidhyaWhy do Feature Scaling ? | Overview of Standardization and Normalization | Machine LearningWhy do we need feature scaling ? When to use feature scaling and What feature scaling method to use ?7 min read·Jun 23, 2021----
Ashwin PrasadinAnalytics VidhyaLogistic Regression with Gradient Descent Explained | Machine LearningWhat is Logistic Regression ? Why is it used for Classification ?7 min read·Jun 14, 2021----