course
Learn Quantum Computing with Qiskit Textbook
IBM Quantum / Qiskit Team
Qiskit
11 courses · 39 tutorials
Courses
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-
course
Fundamentals of Quantum Algorithms (IBM Learning)
IBM Quantum
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course
IBM Quantum Explorers: Gamified Quantum Learning Journey
IBM Quantum Community
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course
Quantum Machine Learning with IBM Quantum (openHPI)
Hasso Plattner Institute / IBM Quantum Research
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course
Introduction to Quantum Error Correction (IBM Learning)
IBM Quantum
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certification
IBM Quantum Developer Certification Preparation
IBM Quantum / Qiskit Community
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course
Amazon Braket Learning Plan and Digital Badge (AWS Skill Builder)
AWS Quantum Technologies team
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course
Introduction to Quantum Computing with Qiskit (openHPI / IBM Quantum)
Hasso Plattner Institute / IBM Quantum
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course
Quantum Optimization with IBM Quantum (openHPI)
Hasso Plattner Institute / IBM Quantum
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specialization
The Complete Quantum Computing Course for Beginners
Packt
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course
Qiskit Patterns and Primitives (IBM Learning)
IBM Quantum
Free Tutorials
- →
- beginner
- 20 min read
The Bernstein-Vazirani Algorithm: Implementing a Hidden String Finder in Qiskit
Implement the Bernstein-Vazirani algorithm in Qiskit: find a hidden bit string in a single query using superposition and phase kickback, versus N queries classically.
- →
- intermediate
- 25 min read
Density Matrices and Mixed States in Qiskit
Understand density matrices, mixed states, and the partial trace. Essential for reasoning about noise, decoherence, and real hardware, with working Qiskit examples.
- →
- intermediate
- 30 min
Grover's Algorithm with Multiple Solutions
Extend Grover's algorithm to handle multiple marked items. Derive the optimal number of iterations, implement multi-solution oracles in Qiskit, and use quantum counting to find the solution count.
- →
- advanced
- 35 min read
Hamiltonian Simulation with Trotterization in Qiskit
Simulate quantum systems by decomposing time evolution into circuits using first and second-order Trotterization. Practical implementation with Qiskit's PauliEvolutionGate and LieTrotter.
- →
- intermediate
- 30 min read
QAOA for MaxCut: A Complete Qiskit Walkthrough
Build the Quantum Approximate Optimization Algorithm from scratch in Qiskit to solve MaxCut on small graphs. Understand the circuit structure, cost function, and how to tune the depth parameter p.
- →
- advanced
- 35 min
Randomized Benchmarking with Qiskit
Run randomized benchmarking protocols in Qiskit to measure average gate fidelity and diagnose systematic errors on real quantum hardware.
- →
- intermediate
- 25 min
Testing Quantum Circuits with Qiskit Fake Backends
Use Qiskit fake backends to simulate real IBM quantum device noise locally, enabling fast and realistic circuit testing without using hardware credits.
- →
- advanced
- 40 min
Quantum Process Tomography with Qiskit
Characterize quantum gates and channels using process tomography in Qiskit. Understand how to reconstruct the process matrix and interpret fidelity results.
- →
- advanced
- 35 min
Measuring Quantum Volume with Qiskit
Implement the quantum volume protocol in Qiskit to compare hardware quality across devices. Understand how QV relates to circuit depth, qubit count, and gate fidelity.
- →
- intermediate
- 25 min
Efficient Quantum Operators with SparsePauliOp
Build and manipulate Hamiltonians efficiently using Qiskit's SparsePauliOp class for variational algorithms and quantum chemistry simulations.
- →
- advanced
- 40 min
Quantum State Tomography with Qiskit
Reconstruct unknown quantum states using state tomography protocols in Qiskit. Includes SPAM error analysis and practical considerations for real hardware.
- →
- advanced
- 35 min
SWAP Networks and Qubit Routing in Qiskit
Learn how Qiskit's transpiler inserts SWAP gates to route circuits onto device connectivity graphs. Understand routing heuristics and how to minimize SWAP overhead.
- →
- advanced
- 35 min
Zero-Noise Extrapolation: Qiskit vs Mitiq
Compare zero-noise extrapolation implementations in Qiskit Runtime and Mitiq. Learn gate folding, pulse stretching, Richardson extrapolation, and when each approach is preferable.
- →
- advanced
- 40 min
Circuit Cutting and Knitting in Qiskit
Use Qiskit's circuit cutting addon (qiskit-addon-cutting) to split large quantum circuits across smaller QPUs using gate and wire cutting techniques.
- →
- intermediate
- 22 min read
Introduction to Quantum Error Correction: The Bit-Flip Code
Learn how quantum error correction works by implementing the 3-qubit bit-flip code in Qiskit - encode a logical qubit, introduce an error, detect it with syndrome measurement, and correct it.
- →
- advanced
- 30 min read
Quantum State Tomography with Qiskit
Reconstruct an unknown quantum state from measurement data using Qiskit's StateTomography workflow. Understand when tomography is useful and when it is not.
- →
- beginner
- 35 minutes
The Deutsch-Jozsa Algorithm: Quantum's First Speedup Explained
Learn how the Deutsch-Jozsa algorithm solves in a single query a problem that requires exponentially many classical queries, and implement both constant and balanced oracles in Qiskit.
- →
- intermediate
- 15 min read
Designing Grover's Algorithm Oracles
How to design and implement oracles for Grover's search algorithm: from Boolean functions to quantum circuits, phase kickback, and multi-target search.
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- intermediate
- 13 min read
Building Noise Models in Qiskit
Build realistic noise models in Qiskit to simulate quantum hardware behavior: depolarizing errors, T1/T2 decay, readout errors, and importing noise from real IBM backends.
- →
- intermediate
- 14 min read
Qiskit Runtime Primitives: Sampler and Estimator
How to use Qiskit Runtime's Sampler and Estimator primitives to run circuits on IBM quantum hardware efficiently, replacing the deprecated execute() API.
- →
- intermediate
- 13 min read
Circuit Transpilation in Qiskit
How Qiskit's transpiler transforms abstract circuits into hardware-executable form: qubit mapping, SWAP insertion, gate decomposition, and optimization passes.
- →
- beginner
- 11 min read
Visualizing Quantum Circuits and States in Qiskit
How to visualize quantum circuits, measurement histograms, statevectors, and Bloch sphere representations using Qiskit's built-in tools.
- →
- intermediate
- 13 min read
Quantum Fourier Transform in Qiskit
Build the quantum Fourier transform circuit from scratch in Qiskit, understand why it works, and see how it underpins Shor's algorithm and quantum phase estimation.
- →
- beginner
- 10 min read
Building a Quantum Random Number Generator
Build a true quantum random number generator using superposition and measurement in Qiskit, and understand why quantum randomness is fundamentally different from classical pseudo-randomness.
- →
- intermediate
- 45 minutes
Quantum Walks: How Quantum Computers Explore Graphs
Implement discrete-time quantum walks on a line and cycle graph in Qiskit, visualize the quadratic spreading advantage over classical random walks, and understand the deep connection to Grover's algorithm.
- →
- intermediate
- 20 min read
Implementing Quantum Teleportation in Qiskit
Build a working quantum teleportation circuit in Qiskit - create an entangled pair, perform a Bell measurement, apply classical corrections, and verify the teleported state.
- →
- intermediate
- 45 minutes
Simon's Algorithm: Exponential Quantum Speedup for Period Finding
Understand Simon's algorithm, the first proof of exponential quantum speedup, covering the hidden period problem, quantum circuit, classical post-processing over GF(2), and a complete Qiskit implementation.
- →
- intermediate
- 15 min read
Variational Quantum Eigensolver (VQE) Explained
How VQE works: the variational principle, ansatz design, classical optimizer loop, and a complete Qiskit implementation for finding the ground state of a simple Hamiltonian.
- →
- beginner
- 15 min read
Python for Quantum Computing: A Practical Setup Guide
Everything you need to set up Python for quantum computing: virtual environments, NumPy fundamentals, and your first quantum program from scratch.
- →
- beginner
- 20 min read
Hello World in OpenQASM
Write your first quantum program in OpenQASM 3, the universal quantum assembly language used by IBM Quantum, Qiskit, and cross-platform toolchains.
- →
- beginner
- 25 min read
Getting Started with Qiskit
Install Qiskit, build your first quantum circuit in Python, and run it on a real IBM quantum computer, all in under 30 minutes.
- →
- beginner
- 20 min read
Hello World in Qiskit
Write your first quantum program in Qiskit, build a Bell state, run it on a local simulator, and interpret the results.
- →
- beginner
- 25 min read
Build Your First Quantum Circuit in Qiskit (Complete Beginner Guide)
Step-by-step guide to installing Qiskit, building your first quantum circuit, creating a Bell state, simulating it locally, and running it on a real IBM Quantum device.
- →
- beginner
- 30 min read
Qiskit Basics: Quantum Gates, Circuits, and Measurements
A comprehensive beginner guide to Qiskit covering single-qubit gates, two-qubit gates, circuit drawing, statevector simulation, measurement, and histograms, with 20+ code examples.
- →
- advanced
- 75 minutes
Characterizing Real Quantum Hardware Noise with Qiskit
Implement noise characterization using Qiskit Experiments: T1 inversion recovery, T2 Ramsey, single-qubit RB, two-qubit RB, and cross-resonance tomography on a fake backend.
- →
- beginner
- 35 minutes
Debugging Quantum Circuits with Qiskit's Statevector Simulator
Use the statevector simulator to debug quantum circuits: print amplitudes, plot probability distributions, probe mid-circuit state, and catch common bugs.
- →
- intermediate
- 50 minutes
Measuring Quantum Volume: A Step-by-Step Guide with Qiskit
Implement quantum volume measurement from scratch using random SU(4) circuits, ideal vs noisy simulation, and the heavy output generation problem.
- →
- beginner
- 12 min read
OpenQASM 3 and Qiskit Interoperability
How to convert between Qiskit QuantumCircuit objects and OpenQASM 3 strings for sharing, archiving, and cross-platform workflows.
- →
- intermediate
- 20 min read
Migrating from Qiskit 0.x to Qiskit 1.0
A practical guide to porting Qiskit 0.x code to Qiskit 1.0: deprecated APIs removed, primitives V2 migration, backend changes, and transpiler updates.