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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 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.
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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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Build LLM Powered Applications with No-Code
Duration: 1 day Code: BDT 485 Category:Have you ever wished you could build your own AI-powered app like ChatGPT — without needing to know how to code? Whether you’re a product manager, business analyst, QA professional, or a curious technologist, this one-day immersive workshop will empower you to turn that vision into reality.
