shambhvi
Byte-Sized Deep Learning Series: Training Optimization of Neural Networks
Building a neural network is only the beginning — training it successfully is where real deep learning expertise shines.
Free
Byte-Sized Deep Learning Series: Handling Text Data with Keras
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.
Free
Byte-Sized Deep Learning Series: Image Classification with CNN
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.
Free
Byte-Sized Deep Learning Series: Demystifying Neural Networks
Step into the world of deep learning by building your first Artificial Neural Network!
Free
Byte-Sized Deep Learning Series: Introduction to TensorFlow
Unlock the power of TensorFlow by mastering its most fundamental building block: Tensors!
Free
Byte-Sized ML Series: Feature Importance with SHAP Values
This 90-minute session introduces participants to the critical topic of model interpretability, focusing on feature importance using SHAP (Shapley Additive explanations).
Free
Byte-Sized ML Series: Tackling Imbalanced Classes with SMOTE
Class imbalance is one of the most common and tricky problems in real-world classification tasks.
Free
Byte-Sized ML Series: Regression Algorithms
In this 90-minute hands-on session, learners will dive into regression problems, one of the core categories in supervised machine learning.
Free
Byte-Sized ML Series: NumPy and Pandas
This 90-minute session introduces the essential Python libraries for data manipulation—NumPy and Pandas.
Free
Enhanced Machine Learning
This intensive one-day workshop is crafted to deepen participants' understanding of advanced machine learning concepts and techniques.
Free