Get a certificate in Quantum Computing
from IISc and QpiAI

Course taught by IISc Professors & QpiAI Experts

Delivered on Amazon Braket

Get more details about our Quantum Computing & AI courses

    Get more details about our Quantum Computing & AI courses

      Learn, practice and master Quantum Computing skills

      Comprehensive Curriculum

      Learn Quantum fundamentals and advanced topics such as Qubits,
      Quantum Algorithms and Protocols

      Advanced Quantum Simulator

      Generate and predict AI/ML models along with simulations on advanced Quantum circuits

      Amazon Braket

      Get hands-on experience of building Quantum algorithms on AWS servers ssddsdsd

      QpiAI Marketplace

      Build AI models, Quantum solutions and earn by directly selling them to businesses on QpiAI Marketplace.

      Kickstart your Quantum career

      Select a course that suits your learning goals

      Quantum Computing With AWS

      Quantum Computing

      Artificial Intelligence

      AI Foundation

      Quantum Foundation with Amazon Braket

      Course Duration – 3 Months

      Explorer Access- 6 Months

      Course Overview

      • Prerequisites to learn Quantum Computing courses
      • Quantum States and Qubits
      • Quantum Algorithms
      • Quantum Protocols
      • Quantum Hardware: Superconducting Qubits
      • Foundation Quantum Projects
      AI Expert

      Quantum Expert with Amazon Braket

      Course Duration – 6 Months

      Explorer Access- 12 Months

      Course Overview

      • All of Quantum Foundation +
      • NISQ Devices
      • Quantum Algorithms for Applications
      • Quantum Hardware: Semiconducting Qubits
      • Advanced Quantum Projects with Amazon Braket Lab
      Joint AI Quantum Expert

      Joint AI & Quantum Expert with Amazon Braket

      Course Duration – 6 Months

      Explorer Access- 12 Months

      Course Overview

      • All of Quantum Expert +
      • All of AI Expert +

      Hands-on AWS Braket
      using python notebooks

        AI Foundation

        Quantum Foundation

        Course Duration – 3 Months

        Explorer Access- 6 Months

        Course Overview

        • Prerequisites to learn Quantum Computing courses
        • Quantum States and Qubits
        • Quantum Algorithms
        • Quantum Protocols
        • Quantum Hardware: Superconducting Qubits
        AI Expert

        Quantum Expert

        Course Duration – 6 Months

        Explorer Access- 12 Months

        Course Overview

        • All of Quantum Foundation +
        • NISQ Devices
        • Quantum Algorithms for Applications
        • Quantum Hardware: Semiconducting Qubits
        Joint AI Quantum Expert

        Joint AI & Quantum Expert

        Course Duration – 6 Months

        Explorer Access- 12 Months

        Course Overview

        • All of Quantum Expert +
        • All of AI Expert

          AI Foundation

          AI Foundation

          Course Duration – 3 Months

          Explorer Access- 6 Months

          Course Overview

          • Practical Hands-on Session
          • Machine Learning
          • Deep Learning
          • Reinforcement Learning
          • Practical Hands-on Session
          AI Expert

          AI Expert

          Course Duration – 6 Months

          Explorer Access- 12 Months

          Course Overview

          • All of AI Foundation +
          • Special Topics in Machine Learning
          • Advanced Topics in Deep Learning
          • Advanced Reinforcement Learning
          • Bayesian Methods in Machine Learning
          • Practical Hands-on Session
          Joint AI Quantum Expert

          AI Pro

          Course Duration – 6 Months

          Explorer Access- 12 Months

          Course Overview

          • All of AI Expert +
          • Special Topics in Machine Learning
          • Advanced Topics in Deep Learning
          • Advanced Reinforcement Learning
          • Bayesian Methods in Machine Learning
          • Practical Hands-on Session
          • 750 Hours worth of QpiAIPro access on QpiCloud with GPU Instance

            Course Curriculum

            Select Course

            Quantum Computing With AWS

            Quantum Computing

            Foundation

            Course Access – 3 months
            Explorer Access – 6 months
            24 hours of learning material

            +

              Prerequisites for Quantum Computing

              • Essential Linear Algebra
              • Basics of Quantum Mechanics
              • General Lecture on Quantum Technology
              • Essential Computer Science

            Quantum states and Qubits

              • Single qubit states and superposition
              • Single-qubit gates and measurements
              • Two-qubit states, entanglement, and Bell’s inequality
              • Two-qubit gates and observable
              • Multi-Qubit states (GHZ and W states)
              • Universal gates and quantum circuit model
              • Quantum adiabatic computation and the Ising model

            Quantum Algorithms

              • Quantum Circuits
              • Deutsch-Jozsa Algorithm
              • Bernstein-Vazirani Algorithm
              • Quantum Fourier Transform
              • Quantum Factoring: Shor’s Algorithm
              • Quantum Database Search: Grover’s Algorithm
              • Circuit Simulations on QpiAI Explorer Software

            Quantum Protocols

              • Quantum Teleportation
              • Superdense Coding
              • Simulation of QpiAI Explorer Software
              • Quantum Cryptography and Key Distribution
              • Quantum Communication and Networks
              • Guest Lecture – QKD, Communications

            Quantum Hardware: Superconducting Qubits

              • Introduction to physical qubits
              • Circuit Quantum Electrodynamics
              • Transmon and Coupled Qubits
              • Control and Readout

            Expert 

            Course Access – 6 months
            Explorer Access – 12 months
            36 hours of learning material

            +

              Prerequisites for Quantum Computing

              • Essential Linear Algebra
              • Basics of Quantum Mechanics
              • General Lecture on Quantum Technology
              • Essential Computer Science
            Quantum states and Qubits
              • Single qubit states and superposition
              • Single-qubit gates and measurements
              • Two-qubit states, entanglement, and Bell’s inequality
              • Two-qubit gates and observable
              • Multi-Qubit states (GHZ and W states)
              • Universal gates and quantum circuit model
              • Quantum adiabatic computation and the Ising model
            Quantum Algorithms
              • Quantum Circuits
              • Deutsch-Jozsa Algorithm
              • Bernstein-Vazirani Algorithm
              • Quantum Fourier Transform
              • Quantum Factoring: Shor’s Algorithm
              • Quantum Database Search: Grover’s Algorithm
              • Circuit Simulations on QpiAI Explorer Software

            Quantum Protocols

              • Quantum Teleportation
              • Superdense Coding
              • Simulation of QpiAI Explorer Software
              • Quantum Cryptography and Key Distribution
              • Quantum Communication and Networks
              • Guest Lecture – QKD, Communications

            Quantum Hardware: Superconducting Qubits

              • Introduction to physical qubits
              • Circuit Quantum Electrodynamics
              • Transmon and Coupled Qubits
              • Control and Readout

            NISQ Devices

              • Noise Models
              • Quantum Error Mitigation
              • Quantum Volume and Performance Metrics
              • Hybrid Quantum-Classical Computing

            Quantum Algorithms for Applications

              • Quantum Inspired Computing
              • Variational Quantum Algorithms
              • Variational Quantum Eigensolver
              • Quantum Approximate Optimization Algorithm
              • Quantum Machine Learning: QNNs
              • HHL Algorithm for Solving Linear Systems

            Quantum Hardware: Semiconducting Qubits

              • Introduction to physical qubits
              • Spin Physics and Quantum Dots
              • Control and Readout
              • Scalability

            Joint AI and Quantum Expert 

            Course Access – 6 months
            Explorer Access – 12 months
            80 hours of learning material

            +

            AI : Prerequisites for Artificial Intelligence

              • Linear Algebra
              • Probability Theory, Bayes Theorem and Statistics
              • Calculus and Optimization

            Machine Learning

            Supervised Learning

              • Introduction to Machine Learning, Supervised and Unsupervised techniques
              • Linear and Multiple Linear Regression, Performance Metrics, Regularization
              • Classification Models: KNN, Logistic Regression
              • Support Vector Machines; Classification Performance Metrics
              • Decision Trees, Bagging, Boosting and Ensemble Algorithms

            Unsupervised Learning

              • Dimensionality Reduction: PCA
              • Clustering: K-Means Clustering

            Deep Learning

              • Introduction to Deep Learning, Activation Functions, Feedforward Network
              • Back Propagation, Loss Functions, Hyperparameter Tuning
              • Convolutional Neural Networks (CNN)
              • CNN Architectures for Image Classification
              • Recurrent Neural Networks
              • Long Short-Term Memory Models

            Reinforcement Learning

              • Introduction to Deep Learning, Activation Functions, Feedforward Network
              • Introduction to Reinforcement Learning and Multi Armed Bandits
              • Markov Decision Processes
              • Dynamic Programming (Value and Policy Iteration)
              • Monte-Carlo Methods (On-policy and Off-Policy Algorithms)
              • Long Short-Term Memory Models