Aqsa KausarinRed BufferCallbacks in TensorFlow — Customize the Behavior of your TrainingIn this blog, you’ll learn what Keras callback is, when it is called, what it can do and how it can be used. When you train a model, you…Nov 19, 2021Nov 19, 2021
Aqsa KausarinRed BufferTensorFlow’s What if toolVisually probe the behavior of trained machine learning models, with minimal coding, to get a better insight into model performanceApr 15, 2021Apr 15, 2021
Aqsa KausarinRed BufferFbProphet — Your Solution to any Forecasting ProblemA common problem crucial to businesses around the globe is Forecasting. This blog explains how to use FbProphet as your forecasting friend.Feb 26, 20212Feb 26, 20212
Aqsa KausarDealing with Small Datasets — Get More From Less — TensorFlow 2.0Understand the importance and science of Data Augmentation and how to use ImageDateGenerator in TensorFlow to augment and load data…Apr 27, 2020Apr 27, 2020
Aqsa KausarNLP in TensorFlow — All You Need for a KickstartUnderstand from scratch how text data is processed, fed to a neural network and the embedding learnt visualized; a step by step guide in…Aug 14, 20192Aug 14, 20192
Aqsa KausarinRed BufferMalaria Detection — From Kaggle to TensorFlow in Google Colab — All in One PlaceA complete guidance on how to download dataset from Kaggle in Google Colab, train a CNN in TF and save model in drive — all in one place.Jul 15, 2019Jul 15, 2019
Aqsa KausarinRed BufferNeural Style Transfer — Remixing Visual ConceptsGetting intuition behind the working of Neural Style Transfer and using it to understand how CNNs work, let’s dive into AI consciousness…Apr 12, 2019Apr 12, 2019
Aqsa KausarinRed BufferDiving into AI ConsciousnessLet’s dive a bit deeper into the “AI consciousness”, to get some intuition behind how Conv networks work and what do they see…Mar 31, 20191Mar 31, 20191
Aqsa KausarinRed BufferTensorFlow Basics — A Quick OverviewTensorFlow, developed by Google, is a powerful machine learning framework. Let’s cover some tensorflow basics to get started with machine…Mar 21, 20191Mar 21, 20191
