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• Machine learning & Neuro Computing 5 Day Workshop from 20th Sept to 24th Sept - Enroll soon - Limited Seats only •• 100% Job guarantee training in DV & PD - Batch starting from September 1st •

QUANTUM COMPUTING

Job oriented Training + Industrial Guidance + Placement Assistance

Gain hands-on expertise in QUANTUM COMPUTING , mastering industry tools and methodologies for a successful career

Why this course?

Quantum Computing – The Next Tech Revolution

Massive Job Creation Ahead – Are You Ready?

Over 25,000 skilled professionals will be needed in:
Quantum Hardware, Quantum Software, and Quantum Cryptography.

Quantum Startups & India’s National Mission
Quantum Innovation Hubs
₹8,000 Cr National Quantum Mission (NQM)

Prerequisites to Learn Quantum Computing

Mathematics Foundations

  • Linear Algebra: Vectors, matrices, tensor products, eigenvalues, eigenvectors
  • Probability & Statistics: Basic probability theory, random variables, distributions
  • Complex Numbers & Functions: Euler’s formula, polar form, basic operations

Physics Foundations

  • Quantum Mechanics Basics
  • Wave-particle duality
  • Superposition, entanglement, measurement postulates

Computer Science Foundations

  • Classical algorithms and computational complexity (P, NP, BQP basics)
  • Basic programming in Python
  • Familiarity with linear algebra libraries (NumPy)
  • Introduction to quantum libraries (Qiskit or PennyLane)

Course Module

Module 1 - Quantum States and Qubits

Postulates of Quantum Mechanics (brief, applied focus)
Qubits and Bloch Sphere Representation
Single Qubit Gates (Pauli X, Y, Z; Hadamard, Phase, T) MultiQubit Systems and Tensor Product
CNOT and Controlled Gates
Measurement and Quantum State Collapse
Density Matrices and Mixed States (basic introduction)

Module 2 - Quantum Algorithms

Deutsch and Deutsch-Jozsa Algorithm
Bernstein-Vazirani Algorithm
Grover’s Search Algorithm
Quantum Fourier Transform
Shor’s Factoring Algorithm
Variational Quantum Algorithms (VQE, QAOA introduction for NISQ)
Hybrid Quantum-Classical Algorithms (overview)

Module 3 - Quantum Protocols

Quantum Teleportation
Superdense Coding
Quantum Key Distribution (BB84 protocol)
Entanglement Swapping and Bell’s Inequality tests
Quantum Error Correction Basics - Bit flip, phase flip codes
Shor’s 9-qubit code (conceptual understanding)

Module 4 -Quantum Hardware – Superconducting Qubits

Physical Implementation Overview
Josephson Junctions and Transmons
Circuit QED Basics
Gate Implementation in Superconducting Circuits
Noise Sources: Decoherence, Relaxation, Dephasing
Cryogenic Requirements and Readout Mechanisms

Module 5 - Quantum Hardware – Photonic Qubit

Introduction to Photonic Quantum Computing
Single Photon Sources and Detectors
Beam Splitters, Phase Shifters, and Optical Circuits
Encoding Qubits in Photonic Degrees of Freedom (Polarization, Time-bin, Path)
Quantum Gates and Circuits in Photonic Systems
Current Platforms (Xanadu, PsiQuantum) and Research Trends

Module 6 - : Quantum Algorithms for Applications

Quantum Machine Learning
Quantum Classifiers (VQC)
Quantum Support Vector Machines
Quantum Chemistry
Finding Ground State Energy using VQE
Optimization Problems
QAOA for Max-Cut Problem
Application-Specific Projects Based on Domain Interest

Projects & Protocols

Project 1 - Foundation Quantum Projects & NISQ Devices

Hands-On Programming

  • Programming Quantum Circuits (IBM Qiskit hands-on)
  • Running Algorithms on IBM Quantum Experience

Mini Projects

  • Implement Grover’s Algorithm for 2-Qubit Search
  • Quantum Teleportation Simulation and Hardware Execution

NISQ Devices Overview

  • Limitations and Capabilities
  • Error Mitigation Techniques

Project 2 - Advanced Quantum Projects

Objectives

  • Design and Simulate an End-to-End Quantum Communication Protocol
  • Implement Error Correction Codes and Test on Noisy Simulators
  • Compare Superconducting vs Photonic Qubit Implementations for Specific Algorithms
  • Build a Small Quantum Machine Learning Project (e.g., Molecule Classification)
  • Research Project Replicating or Extending a Recent Quantum Computing Paper

Tools

  • Qiskit (IBM)
  • PennyLane (Xanadu)