-
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!
-
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!
-
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).
-
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.
-
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.
-
Start Coding with AI: A Quick Guide for Beginners
Duration: 1 day Code: BDT 484 Category:AI-powered tools like ChatGPT, Claude, and Cursor.ai are transforming how people learn and write code, making programming more accessible and efficient — even for those with minimal coding experience.
-
Introduction to AI Agents – Smarter Automation, Real Results
Duration: 90 min Code: BDT 480 Category:This session offers a foundational dive into AI Agents—autonomous systems that perceive, decide, and act to achieve goals with minimal human input.
-
Exploring Grok – AI for Insightful Problem-Solving
Duration: 90 min Code: BDT 479 Category:This session introduces Grok, a conversational AI developed by xAI, designed to deliver clear, concise, and context-rich answers to complex questions.
