No prior programming experience needed; beginner-friendly.Covers Python basics: variables, loops, conditionals, and functions.Hands-on ...
Hands-on exercises for all Python fundamentals.Practice problems include loops, conditionals, recursion, and string manipulation.Real-world ...
Prepares for entry-level Python developer, data analyst, or automation roles.Skills applicable in web development, AI/ML pipelines, and ...
No single capstone project; learning is integrated through exercises.Includes projects like calculator functions, shopping cart logic, and ...
Total course duration: ~8–9 hours across 8 modules.Modules include installation/setup, basics, loops, functions, data structures, strings, and ...
No prior deep learning experience needed.Python basics included (~8 hours) for absolute beginners.Covers fundamental math, gradient ...
Build and train neural networks using PyTorch.Hands-on implementation of CNNs, RNNs, autoencoders, and GANs.Visualize training curves and ...
Prepares for ML/AI Engineer, Deep Learning Specialist, or Research roles.Applicable in AI startups, autonomous systems, fintech, and medical ...
No single capstone project included.Hands-on labs implement multiple deep learning models from scratch.Practice with data preprocessing, ...
Total course duration: ~31–35 hours across four modules.Modules cover theory, PyTorch implementation, optimization, and Python refresher....
