Convolutional Neural Networks
Step-by-Step Tutorials
Building a CNN from Scratch with Keras
Hands-on guide to define conv, pooling, and dense layers in Python using Keras and TensorFlow.
→Python CNN with TensorFlow Tutorial
Walk through loading data, building, training, and evaluating a CNN in TensorFlow 2.
→Step-by-Step Guide to Build CNN Model
Learn three approaches—Sequential, Functional API, and Subclassing—to implement a CNN on CIFAR-10.
→Video Tutorials
TensorFlow 2 CNN Tutorial for Beginners
Live coding of a CNN in TensorFlow 2: building, training, and evaluating on MNIST.
Convolutional Neural Networks with Python & Keras
Step-by-step code for a CNN using Keras on CIFAR-10: model layers, training, and evaluation.
Deep Learning Tutorial 23 | CNN with TensorFlow & Python
Beginner-friendly coding session: define convolutional layers, pooling, and fully connected networks in Python.