Exploring Neural Networks with One Hidden Layer: A Beginner's Guide, Part 2Hi there! 馃憢 I鈥檓 Dhyuthidhar, and if you鈥檙e new here, welcome! I love exploring computer science topics, especially machine learning, and breaking them down into easy-to-understand concepts. Today, let鈥檚 continue to talk about neural networks. In the...Apr 11, 2025路10 min read
Understanding AWS Elastic Load Balancing: The Traffic Director for Your EC2 InstancesMar 14, 2025路4 min read
Understanding Logistic Regression from Scratch: A Mathematical Journey (Part 1)Hi there! 馃憢 I鈥檓 Dhyuthidhar, and if you鈥檙e new here, welcome! I love exploring computer science topics, especially machine learning, and breaking them down into easy-to-understand concepts. Today, let鈥檚 continue to talk about logistic regression. In...Mar 12, 2025路14 min read
A Guide to Scaling Your Amazon EC2 InstancesHi there! 馃憢 I鈥檓 Dhyuthidhar, and if you鈥檙e new here, welcome! I love exploring computer science topics, especially machine learning, and breaking them down into easy-to-understand concepts. Today, let鈥檚 continue to talk about EC2. Ever struggled wit...Mar 7, 2025路6 min read
A Guide to EC2 Billing: Optimize AWS Costs and Select the Best Pricing ModelHi there! 馃憢 I鈥檓 Dhyuthidhar, and if you鈥檙e new here, welcome! I love exploring computer science topics, especially machine learning, and breaking them down into easy-to-understand concepts. Today, let鈥檚 continue to talk about EC2. Struggling to pick...Mar 2, 2025路4 min read
AWS EC2 Explained: A Beginner鈥檚 Guide to Cloud Computing & Instance TypesHi there! 馃憢 I鈥檓 Dhyuthidhar, and if you鈥檙e new here, welcome! I love exploring computer science topics, especially machine learning, and breaking them down into easy-to-understand concepts. Today, let鈥檚 continue to talk about EC2. 馃捒 With Amazon EC2...Feb 21, 2025路7 min read
Cloud Computing: A Game-Changer for IT InfrastructureIntroduction Have you struggled with setting up your server infrastructure? Imagine if it worked like a utility鈥攕imilar to an electric grid鈥攚here you only pay for what you use. That鈥檚 the power of cloud computing! What is Cloud Computing? The first t...Feb 16, 2025路5 min read
Basics of Python NumPy for Machine Learning and Deep LearningBasics of Python NumPy for Machine Learning and Deep Learning Hi there! 馃憢 I鈥檓 Dhyuthidhar, and if you鈥檙e new here, welcome! I love exploring computer science topics, especially machine learning, and breaking them down into easy-to-understand concept...Feb 9, 2025路3 min read
