Theory to Hands-On Practice with Qiskit
Are you ready to step beyond the limitations of classical binary logic and enter the probabilistic world of Quantum Computing?
What you’ll learn
- Explain fundamental quantum principles like superposition and entanglement and how they differ from classical computing constraints.
- Apply linear algebra, Dirac notation, and Hamiltonians to model quantum states, gates, and the evolution of multi-qubit systems.
- Construct hybrid algorithms like VQE and QAOA to solve combinatorial optimization problems by mapping them to Ising Hamiltonians.
- Program quantum circuits using Qiskit to run experiments on simulators and real IBM Quantum hardware to solve the Max-Cut problem.
Course Content
- Introduction –> 1 lecture • 3min.
- History of Computing –> 1 lecture • 7min.
- Foundations for Understanding Quantum Systems –> 1 lecture • 12min.
- Principles of Quantum Mechanics –> 1 lecture • 12min.
- Quantum Evolution & Dynamics –> 1 lecture • 14min.
- Quantum Composition & Entanglement –> 1 lecture • 26min.
- Quantum Algorithms –> 1 lecture • 11min.
- Variational Quantum Eigensolver –> 1 lecture • 11min.
- Quantum Approximate Optimization Algorithm –> 1 lecture • 14min.
- Milestone Project –> 1 lecture • 4min.
- Milestone Project Solution –> 1 lecture • 13min.
- Outro –> 1 lecture • 13min.
Requirements
Are you ready to step beyond the limitations of classical binary logic and enter the probabilistic world of Quantum Computing?
We stand at the threshold of a new computational era. While classical computers have powered the digital revolution, they hit a hard wall when faced with complex optimization problems and molecular simulations. This course is your bridge from the classical world to the quantum frontier.
Quantum Computing Foundations: From Theory to Algorithms is designed to take you on a structured journey—starting from the historical “Ultraviolet Catastrophe” that broke classical physics, all the way to running cutting-edge algorithms on real IBM Quantum hardware.
What You Will Learn
This isn’t just a theory class; it is a practical guide to the physics and code that power quantum computers. We strip away the science fiction to reveal the actual mechanics of the universe:
- The Physics of Information: Master the counter-intuitive principles of Superposition, Entanglement, and Interference.
- Mathematical Rigor: Learn to speak the language of quantum mechanics using Dirac Notation, Linear Algebra, and Hamiltonian Operators.
- The “Why” of Quantum: Understand exactly where classical Turing machines fail—from the limitations of simulating nitrogen fixation to solving NP-hard combinatorial problems.
Master the Latest Qiskit Technology (V2 Primitives)
Unlike older courses that rely on deprecated code, this course is built for the modern quantum developer. You will learn to program using the latest Qiskit 2.0+ SDK. We focus specifically on the new Primitives V2 architecture, teaching you how to utilize SamplerV2 and EstimatorV2 for efficient, noise-aware execution.
Hands-On Project: Solving Real-World Problems
Your learning will culminate in a comprehensive final project. You will play the role of a quantum engineer tasked with solving the Weighted Max-Cut Problem—a real-world optimization challenge used in everything from marketing strategy to network design.
You will build, optimize, and compare two of the most important algorithms in the NISQ (Noisy Intermediate-Scale Quantum) era:
- VQE (Variational Quantum Eigensolver): Using the variational principle to find ground states.
- QAOA (Quantum Approximate Optimization Algorithm): Implementing alternating cost and mixing layers.
Finally, you won’t just run this on a simulator. You will deploy your optimized parameters to a real IBM Quantum Computer, witnessing the power of quantum mechanics in action.
Who Is This For?
Whether you are a Python developer, a physics enthusiast, or a student looking to future-proof your career, this course provides the foundational knowledge and practical skills to join the quantum revolution.
The quantum future isn’t coming; it’s already here. Enroll today and begin your Quantum Voyage.