Data Structures & Algorithms in Python for Beginners: Bridge the Gap - Think Like an Engineer

Data Structures and Algorithms in Python for Beginners is your hands-on transition from working code to scalable systems. This is not an academic textbook. This is not a collection of memorized solutions..A practical engineering curriculum where you build data structures from scratch, analyze with real Big O, optimize like production systems, and think like top engineers.Each chapter follows a complete engineering cycle: visual understanding, production-ready Python code, step-by-step execution, and performance optimization.