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Byte-Sized Deep Learning Series: Handling Text Data with Keras

Duration: 90 mins Code: BDT495

In this 90-minute hands-on session, you’ll learn essential text preprocessing steps like tokenization, padding, and vocabulary building, and see how...

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Byte-Sized Deep Learning Series: Training Optimization of Neural Networks

Duration: 90 mins Code: BDT496

In this 90-minute session, you’ll learn the critical hyperparameters that control how your model learns, including optimizers, loss functions, evaluation...

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Byte-Sized Deep Learning Series: Understanding Transfer Learning

Duration: 90 mins Code: BDT497

Deep learning models are data-hungry; but what if you could leverage a pre-trained network to solve your problem with much...

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Byte-Sized Deep Learning Series: Neural Networks – Overfitting, Underfitting

Duration: 90 mins Code: BDT498

In deep learning, a model can either underfit (not learn enough from the data) or overfit (memorize the data, losing...

Byte-Sized Deep Learning Series: Model Persistence with Keras

Duration: 90 mins Code: BDT 499

Once you’ve built and trained your model, what’s next? You need to persist it so that it can be used...

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Introduction to PyTorch and Large Language Models

Duration: 1 Day Code: BDT500

This hands-on course introduces the fundamentals of deep learning, neural networks, and PyTorch—one of the most widely used deep learning...

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