Harsha BommanainDeep Learning DemystifiedDeep CV: Advanced Convolutional LayersVisual explanation of Advanced Convolutional Layers. Explains Depthwise Separable, Deconvolutional, Dilated and Grouped Convolutional…·9 min read·Jul 7, 2020--2--2
Harsha BommanainDeep Learning DemystifiedTensorFlow 2: Model Building with tf.kerasGetting started with using TensorFlow 2’s tf.keras API to build Deep Learning models.·9 min read·Jun 21, 2020----
Harsha BommanainDeep Learning DemystifiedDeep Learning Demystified | Official Website LaunchGreetings from Deep Learning Demystified,1 min read·Apr 25, 2020----
Harsha BommanainDeep Learning DemystifiedDeep CV: How do CNNs work?Intuitive and visual explanation of Convolutional Neural Networks.·13 min read·Mar 26, 2020--2--2
Harsha BommanainDeep Learning DemystifiedDeep NLP: Sequential Models with RNNsRNNs are the entry point to using Deep Learning for Natural Language Processing. Learn exactly how they work.·9 min read·Feb 27, 2020----
Harsha BommanainDeep Learning DemystifiedDeep NLP: Word Vectors with Word2VecHow to preprocess text effectively with Deep Learning10 min read·Nov 21, 2019--6--6
Harsha BommanainDeep Learning DemystifiedGeneralization in Neural NetworksHow can neural networks learn more effectively from the given data.10 min read·Oct 17, 2019--1--1
Harsha BommanainDeep Learning DemystifiedUnderstanding OptimizersExploring how the different popular optimizers in Deep Learning work11 min read·Oct 7, 2019--3--3
Harsha BommanainDeep Learning DemystifiedLoss Functions ExplainedIntuitive explanations of various Loss Functions in Deep Learning8 min read·Sep 30, 2019--4--4
Harsha BommanainDeep Learning DemystifiedIntroduction to Neural Networks — Part 2Training Neural Networks7 min read·May 26, 2019--1--1