Books
Hands-On Quantum Machine Learning With Python
Hands-On Quantum Machine Learning With Python
You're interested in quantum computing and machine learning...But you don't know how to get started? Let me help!
Whether you just get started with quantum computing and machine learning or you're already a senior machine learning engineer, Hands-On Quantum Machine Learning With Python is your comprehensive guide to get started with Quantum Machine Learning — the use of quantum computing for the computation of machine learning algorithms.
Volume 1: Getting Started
- Basic and advanced machine learning techniques
- Quantum computing introduction
- Parameterized quantum circuits
- Variational hybrid quantum-classical algorithms
- Lots of examples
This eBook is included in all annual subscriptions
Volume 2: Combinatorial Optimization
- The Variational Quantum Eigensolver (VQE)
- Various solution ansatzes
- Running algorithms on real quantum computers
- Quantum error mitigation
- The Quantum Approximate Optimization Algorithm (QAOA)
This eBook is included in the annual practitioner and researcher subscriptions.
Quantum Application Development With Python and Qiskit 2.x
Early Access Versions
Since I published the first two volumes of Hands-On Quantum Machine Learning With Python in 2021 and 2022, the field of quantum machine learning has evolved significantly.
I reflect this development in my entirely new series on Quantum Application Development.
- IBM released Qiskit 1.0 and 2.0 with major API changes. Because the book uses Qiskit extensively, many parts of the first editions require updates.
- IBM also made their 100+ qubit quantum computers available to the public, enabling runs on real hardware that can’t be simulated classically.
- Progress in error-correction and error-mitigation pushes us toward quantum utility: quantum computers become a viable alternative for certain tasks.
Exploit The Fundamentals Of Quantum Advantage In Practice
- The Origin Of Quantum Advantage
- Deutsch's Algorithm
- Quantum Superposition, Entanglement, and Interference
This eBook is included in all annual subscriptions
A Practical Introduction to Quantum Probabilistic Decision Modeling
- Quantum Systems as Probabilistic Systems and Beyond
- Quantum Bayesian Networks
- Behavioral Economics
Coming soon...
Get Ready For The First Practical Quantum Application
- Variational Quantum Eigensolver
- Pockets of Water Inside Proteins
- Computational Chemistry
Coming soon...
Practical Quantum Computational Finance In The Money
- Credit Valuation Adjustment
- Quantum Amplitude Estimation
- Quantum Computational Finance
Coming soon...
Out For Delivery: How To Optimize The Last-Mile
- Quantum Approximate Optimization Algorithm
- Vehicle Routing
- Logistics
Coming soon...
Predicting The Future
- ATM cash demand forecasting
- Quantum Fourier Transform
- Time-Series Analysis
Coming soon...
Launching To Go Where No One Has Gone Before
- Quantum simulation of Navier–Stokes–like systems
- Fluid Dynamics
- Quantum Simulators
Coming soon...
Solve The Unsolvable Or Die Trying
- Quantum Walks
- Addressing NP-Hard Problems
Coming soon...