Git & GitHub: A Complete Guide & CheatsheetIntroduction Git is a distributed version control system that helps track changes in code. GitHub is a cloud-based platform that hosts Remote Git repositories and enables collaboration. Resources: https://git-scm.com/doc, https://docs.github.com/en...Mar 28, 2025·11 min read
Introduction to PyTorch and CNN ProjectPyTorch Overview PyTorch is a Python library designed for building deep learning projects. It simplifies array-based calculations and allows for the creation of dynamic neural networks with auto differentiation, which is crucial for deep learning. Ke...Feb 17, 2025·7 min read
Understanding CNN with ProjectIn this blog we’ll understand complete working of CNN and it’s application in real time problem. Understanding Convolutional Neural Networks (CNNs) Motivation Behind CNNs Why do we need CNNs over traditional artificial neural networks (ANNs)? CNNs ex...Feb 14, 2025·6 min read
Deep Learning with Keras and TesorFlowPart 3- Custom Training Loop, Hyperparameter Tunning, Model OptimizationFeb 5, 2025·3 min read
Model Evaluation and Validation TechniquesThroughout this series, we’ve explored various ML models and their evaluation techniques. In this blog, let’s summarize key metrics. Evaluating Machine Learning Models In the world of machine learning, we want to teach computers to make predictions, ...Feb 4, 2025·9 min read
Deep Learning with Keras and TensorflowPart 2 - Data Augmentation, Transfer Learning, Transpose ConvolutionFeb 2, 2025·11 min read
