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This intensive one-day workshop is crafted to deepen participants’ understanding of advanced machine learning concepts and techniques.

This 90-minute session introduces the essential Python libraries for data manipulation—NumPy and Pandas.

In this 90-minute hands-on session, learners will dive into regression problems, one of the core categories in supervised machine learning.

Class imbalance is one of the most common and tricky problems in real-world classification tasks.

This 90-minute session introduces participants to the critical topic of model interpretability, focusing on feature importance using SHAP (Shapley Additive explanations).

In this 90-minute hands-on session, you’ll dive deep into creating, manipulating, and performing operations with tensors: the essential data structures behind every modern machine learning model.

Step into the world of deep learning by building your first Artificial Neural Network! In this 90-minute, beginner-friendly session,

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.

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.