FREE Course: Introduction to Prompt Engineering using ChatGPT FREE ENROLLMENT
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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: Handling Text Data with Keras
Duration: 90 min Code: BDT 495 Category:Unlock the secrets of working with text data using Keras!
In this 90-minute hands-on session, you’ll learn essential text preprocessing steps like tokenization, padding, and vocabulary building, and see how to turn words into numbers using embedding layers. -
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 Deep Learning Series: Demystifying Neural Networks
Duration: 90 min Code: BDT 493 Category:Step into the world of deep learning by building your first Artificial Neural Network!
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Byte-Sized Deep Learning Series: Introduction to TensorFlow
Duration: 90 min Code: BDT 492 Category:Unlock the power of TensorFlow by mastering its most fundamental building block: Tensors!
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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: Tackling Imbalanced Classes with SMOTE
Duration: 90 min Code: BDT 490 Category:Class imbalance is one of the most common and tricky problems in real-world classification tasks.
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Byte-Sized ML Series: Regression Algorithms
Duration: 90 min Code: BDT 489 Category:In this 90-minute hands-on session, learners will dive into regression problems, one of the core categories in supervised machine learning.
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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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Enhanced Machine Learning
Duration: 1 day Code: BDT 487 Category:This intensive one-day workshop is crafted to deepen participants’ understanding of advanced machine learning concepts and techniques.
