Published inPython in Plain EnglishTraining TensorFlow Transformer model for Spanish to English translation taskIn this tutorial, I’ll walk through a practical example of Transformer Training for Language Translation tasks from Spanish to the English…Sep 4, 2023Sep 4, 2023
Published inPython in Plain EnglishStep-By-Step data preparation to train Natural Language Translation Transformer in TensorFlowPreparing Data for Effective Transformer Training: From Raw Text Selection and Download to Crafting Custom Tokenizers and Establishing…Aug 24, 2023Aug 24, 2023
Published inPython in Plain EnglishBuilding a Transformer model with Encoder and Decoder layers in TensorFlowIn this tutorial, we continue implementing the complete Transformer model in TensorFlow. To achieve this, we implement Encoder and Decoder…Aug 22, 2023Aug 22, 2023
Published inPython in Plain EnglishAttention layers in Transformer (TensorFlow)In this tutorial, we’ll walk through the attention mechanism and the core components of the transformer to build encoder-decoder…Aug 16, 2023Aug 16, 2023
Published inPython in Plain EnglishTransformers and Positional Embedding: A Step-by-Step NLP Tutorial for MasteryIntroduction to Transformers Architecture covering main components, advantages, disadvantages, limitations, etc. In this part, we’ll…Aug 10, 2023Aug 10, 2023
Published inTowards AITraining WGAN-GP to generate fake People portrait imagesWe’ll cover more advanced Generative Adversarial Network technique WGAN-GP. We’ll train it on a popular celebA human portrait datasetMay 30, 2023May 30, 2023
Published inTowards AIIntroduction to GANs with TensorFlowIn this tutorial, we’ll cover the basics of GANs (Generative Adversarial Networks) step-by-step in TensorFlow. As an example, we’ll use a…Apr 18, 2023Apr 18, 2023
Published inTowards AIStep-By-step Handwriting Words Recognition With PyTorchConstruct an accurate handwriting recognition model with PyTorch! Understand how to use the MLTU package, to simplify the PyTorch models…Mar 20, 2023Mar 20, 2023
Published inTowards AIPyTorch Wrapper to Build and Train Neural NetworksI will introduce the PyTorch Wrapper in this tutorial, saving us time when developing the PyTorch models training pipeline. We’ll be able…Mar 14, 2023Mar 14, 2023
Published inTowards AIIntroduction to PyTorch in a Practical WayIn this tutorial, I’ll cover the basics of PyTorch, how to prepare a dataset, construct the network, define training and validation loops…Mar 6, 2023Mar 6, 2023
