#LSPPDay53.-> Learned about pretrained CNN models trained on ImageNet.-> Understood the significance of the ImageNet competition and DL models supremacy.-> Used transfer learning to boost model accuracy.-> Learned Keras Functional API.#60DaysOfLearning2025 #LearningWithLeapfrog

Checkout:

#LSPPDay52.Stepped deeper into CNNs today:.-> Understood CNN backpropagation.-> Built cat vs. dog and facial expression recognition model.-> Learned about data augmentation and pre-trained models.Excited to build something cool!🥳.#60DaysOfLearning2025 #LearningWithLeapfrog

Dogesh Bhai!🔫

#LSPPDay51.Started learning CNNs today. Covered the basics: Convolution operation, padding, strides, and pooling. Also explored a bit of the math behind backpropagation in CNNs. Will continue with backpropagation math tomorrow. #60DaysOfLearning2025 #LearningWithLeapfrog

#LSPPDay50.Second day as an instructor for the Locus Fellowship, taught the fellows about Git and GitHub. Loved the energy and curiosity in the room. All in all, a pretty good day!.@lftechnology.#60DaysOfLearning2025 #LearningWithLeapfrog

#LSPPDay49.Tried Keras Tuner for hyperparameter tuning, tested different optimizers, activations, hidden layers & neurons. The initial model was heavily overfitted, but after tuning, the overfitting significantly dropped. @lftechnology.#60DaysOfLearning2025 #LearningWithLeapfrog

#LSPPDay48.Revisited and explored in depth various optimizers used in deep learning, including SGD with Momentum, NAG, AdaGrad, RMSProp, and Adam. @lftechnology.#60DaysOfLearning2025 #LearningWithLeapfrog

#LSPPDay47.Taught Python and API usage practice to fellows on Day 3 of the Locus Software Fellowship. Did what I love doing. @lftechnology @locus_ioe . #60DaysOfLearning2025 #LearningWithLeapfrog

#LSPPDay46.Learned Scikit-learn Pipelines and how they streamline the model training process. Also studied weight initialisation techniques to address issues like overfitting, underfitting, and slow convergence. @lftechnology.#60DaysOfLearning2025 #LearningWithLeapfrog

#LSPPDay45.Learned techniques to improve neural network performance!.@lftechnology.#60DaysOfLearning2025 #LearningWithLeapfrog #SUI

#LSPPDay44.Successfully organised Day 5 – the final day of our SUI Blockchain Workshop, supported by @ibrizai and @ITClubPulchowk. @lftechnology.#60DaysOfLearning2025 #LearningWithLeapfrog #SUI

#LSPPDay43.Implemented a Multilayer Perceptron from scratch for a binary classification problem, with sigmoid activation, binary cross-entropy loss, and manual backprop all from scratch. @lftechnology.#60DaysOfLearning2025 #LearningWithLeapfrog

The war will end, leaders will shake hands, but the old mother will wait for her martyred son, the girl for her beloved, and the children for their heroic father. I don't know who sold the homeland, but I know who paid the price. @hernekatha 🙏.

#LSPPDay42.Continued working on Graphics Project. @lftechnology.#60DaysOfLearning2025 #LearningWithLeapfrog

#LSPPDay41 .Worked on our graphics project today, starting to simulate the mysterious beauty of space-time fabric. @lftechnology.#60DaysOfLearning2025 #LearningWithLeapfrog

#LSPPDay40.Revisited the math behind backpropagation, focusing on gradients and the chain rule. Also reviewed loss and activation functions. @lftechnology.#60DaysOfLearning2025 #LearningWithLeapfrog