<p>Machine Learning & AI Essentials is a pragmatic program focused on building and evaluating models that solve real problems. You will learn core algorithms, neural network architectures, and feature engineering techniques, alongside practical model evaluation and validation strategies. Hands-on labs guide you through implementation with TensorFlow or PyTorch, and modules cover deployment considerations, model monitoring, and ethical AI practices. The course culminates in an applied capstone that demonstrates your ability to deliver a complete ML solution.</p>