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Introduction to PyTorch and Large Language Models
Duration: 1 day Code: BDT 500 Category:This hands-on course introduces the fundamentals of deep learning, neural networks, and PyTorch—one of the most widely used deep learning frameworks.
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Byte-Sized Deep Learning Series: Neural Networks – Overfitting, Underfitting
Duration: 90 min Code: BDT 498 Category:In deep learning, a model can either underfit (not learn enough from the data) or overfit (memorize the data, losing the ability to generalize).
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Byte-Sized Deep Learning Series: Understanding Transfer Learning
Duration: 90 min Code: BDT 497 Category:Deep learning models are data-hungry; but what if you could leverage a pre-trained network to solve your problem with much less data?
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Byte-Sized Deep Learning Series: Training Optimization of Neural Networks
Duration: 90 min Code: BDT 496 Category:Building a neural network is only the beginning — training it successfully is where real deep learning expertise shines.
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Byte-Sized Deep Learning Series: Image Classification with CNN
Duration: 90 min Code: BDT 494 Category:How do computers “see” and recognize images?
This session will introduce you to Convolutional Neural Networks (CNNs): the deep learning architecture that powers technologies like facial recognition, autonomous vehicles, and medical image analysis. -
Byte-Sized ML Series: Feature Importance with SHAP Values
Duration: 90 min Code: BDT 491 Category:This 90-minute session introduces participants to the critical topic of model interpretability, focusing on feature importance using SHAP (Shapley Additive explanations).
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Byte-Sized ML Series: NumPy and Pandas
Duration: 90 min Code: BDT 488 Category:This 90-minute session introduces the essential Python libraries for data manipulation—NumPy and Pandas.
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Rapid AI Apps Development with LangChain and LangGraph
Duration: 1 day Code: BDT 486 Category:Unlock the power of Generative AI in a single day with Rapid AI App Development with LangChain & LangGraph—a fast-paced, hands-on workshop designed for builders who want to go beyond the buzz and start creating real-world applications.
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Introduction to Artificial Intelligence for Image Recognition
Duration: 1 day Code: BDT 482 Category:In today’s AI-driven world, there is a growing expectation that enterprise software should be just as “smart” as the consumer apps we use every day.
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Reasoning with DeepSeek
Duration: 90 min Code: BDT 478 Category:This 90-minute hands-on session introduces DeepSeek, a powerful generative AI tool designed to support advanced coding, reasoning, and problem-solving tasks.