Quantum 101

HomeQuantum 101

Quantum ML Use Cases in Industry: Real-World Applications of Quantum-Enhanced Learning

Table of Contents Introduction Why Industry Is Exploring QML QML in Finance QML in Pharmaceuticals and Healthcare QML in Manufacturing and Logistics QML in Cybersecurity QML in Energy and Materials Science QML...

Developing an End-to-End Quantum Machine Learning Application

Table of Contents Introduction Vision and Use Case Definition Data Pipeline Setup Feature Engineering for Quantum Encoding Quantum Circuit Design Hybrid Model Architecture Training Strategy and Optimization Evaluation Metrics and Baseline Comparison Hardware...

― Advertisement ―

spot_img

Hands-On Quantum Machine Learning with PennyLane

Table of Contents Introduction Why PennyLane for QML? Installation and Setup PennyLane Architecture and Philosophy Devices and Backends Constructing Quantum Circuits Encoding Classical Data into Quantum States Variational Quantum Circuits (VQCs) Building a...

More News

Experimenting with Quantum Machine Learning in Qiskit

Table of Contents Introduction Why Use Qiskit for QML? Qiskit Machine Learning Overview Installing and Setting Up Qiskit ML Qiskit Data Encoding Techniques Feature Map Circuits for Classification Variational Quantum Classifiers...

Software Frameworks for Quantum Machine Learning: Exploring PennyLane, TensorFlow Quantum, and More

Table of Contents Introduction Why Software Frameworks Matter in QML Overview of QML Framework Categories PennyLane: A Hybrid Quantum-Classical Framework Core Features of PennyLane Supported Interfaces and Backends Example Workflow in...

Security in Quantum ML Pipelines: Safeguarding Quantum-Enhanced Intelligence

Table of Contents Introduction Importance of Security in ML Pipelines Quantum ML: New Threat Landscape Attack Surfaces in Quantum ML Systems Adversarial Attacks on Quantum Models Parameter Manipulation in Variational...

Explore more

Central Force Problems: Motion Under Central Potentials in Classical and Quantum Mechanics

Table of Contents Introduction What is a Central Force? Characteristics of Central Forces Equations of Motion in Central Force Fields Conservation Laws in Central Force Problems Effective Potential and Radial...

Newtonian Systems and Laws of Motion

Table of Contents Introduction What Is a Newtonian System? Newton’s Three Laws of Motion Concept of Inertial Frames Force and Mass: The Core Ingredients Types of Forces in Newtonian Mechanics Free...

Review of Classical Mechanics: Foundations of Motion and Forces

Table of Contents Introduction Historical Context and Importance Kinematics: Describing Motion Newton’s Laws of Motion Work, Energy, and Power Conservation Laws Rotational Dynamics Oscillatory Motion and Harmonic Systems Central Forces and Planetary Motion Lagrangian...

History of Scientific Revolutions: Milestones in the Evolution of Physics

Table of Contents Introduction What is a Scientific Revolution? Pre-Scientific Thought: Natural Philosophy The Copernican Revolution The Galilean and Newtonian Synthesis The Chemical and Electromagnetic Revolutions The Thermodynamic Revolution The Relativity Revolution The...

What Is Physics? Scope and Method

Table of Contents Introduction Defining Physics Historical Evolution of Physics The Scope of Physics Branches of Physics Methodology in Physics Role of Mathematics in Physics Theoretical vs Experimental Physics Philosophy and Foundations The Interface...

Probability Distribution in Quantum Physics: A Deep Dive

Table of Contents Introduction Classical vs Quantum Probability The Wave Function and Probability Amplitude Born Rule: From Amplitudes to Probabilities Measurement and Collapse of the Wave Function Probability Densities in...

Quantum Monte Carlo: A Deep Dive into Stochastic Solutions for Quantum Systems

Table of Contents Introduction to Quantum Monte Carlo Monte Carlo Methods: A Primer The Quantum Many-Body Problem Core Quantum Monte Carlo Techniques Variational Monte Carlo (VMC) Diffusion Monte Carlo (DMC) Path...

Quantum Gates 101: A Comprehensive Guide to Quantum Computing Fundamentals

Introduction Quantum computing is a rapidly growing field that promises to revolutionize computing by utilizing the principles of quantum mechanics. At the heart of quantum...

Getting Started with Qiskit: A Comprehensive Guide for Beginners

Introduction Quantum computing is one of the most exciting frontiers of modern science and technology, and IBM’s Qiskit is one of the most widely used...

Quantum vs Classical Computing: Understanding the Key Differences and Future Implications

Introduction The evolution of computing has reached a pivotal moment with the rise of quantum computing. While classical computing has served as the foundation for...

Understanding Superposition and Entanglement in Quantum Computing: Key Concepts for the Future of Technology

Introduction to Quantum Computing Quantum computing is an advanced field that holds the potential to revolutionize various industries, from cybersecurity to drug discovery. At its...

Qubits Explained: The Heart of Quantum Computing

Table of Contents Introduction What is a Qubit? Classical Bits vs. Quantum Bits Key Principles Behind Qubits Superposition Entanglement Quantum Interference Physical Implementations of Qubits Superconducting Qubits Trapped Ion Qubits Photonic Qubits Topological Qubits Challenges in Qubit...