INTRODUCTION
BDG LifeSciences is a distinguished bioinformatics company established in 2010 and operates globally. Headquartered in India the company specializes in facilitating workshops, training programs, novel & innovative research projects, and online courses in technologies of bioinformatics & life science. The company is registered under the Ministry of MSME (Micro, Small, and Medium Enterprises), Government of India, with the registration number UDYAM-UP-01-0019151. Recently, BDG Lifesciences, India has authorized BBR Group Pty Ltd., Australia (ACN 608 550 849), to operate its programs in Australia & New Zealand.
With a focus on practical application of technology, where participants work on their own computer/laptop on software/servers, BDG LifeSciences has been a leader in the sector for the last 14 years. Since its inception, BDG LifeSciences has successfully educated a diverse range of participants globally, including students, scientists, faculty members, professors, and corporate executives.
Innovation & Creativity is the core part of BDG Lifesciences and as per the increasing demand advancing in the technology we have launched a 5-day Online Technical Training in Quantum Computing for Bioinformaticians. It will be an extensive 5-day training program in which every day 120 minutes interactive training sessions will be conducted to give the user a unique learning experience. VIDEO RECORDING WILL BE PROVIDED. On successful completion of the course participation certificate will be awarded.
Explore the transformative potential of quantum computing in bioinformatics with our Hands-On Training in Quantum Computing for Bioinformaticians. Learn foundational principles, quantum algorithms, and practical applications in genomics, molecular modeling, and systems biology. Gain hands-on experience with quantum programming tools like Qiskit, Cirq, and quantum simulators to tackle biological challenges innovatively.
Course Overview
TOPICS/MODULES COVERED IN THIS TRAINING:
Introduction to Quantum Computing and Bioinformatics
- Basics of quantum mechanics: Qubits, superposition, entanglement, and quantum gates.
- Quantum vs classical computing: Advantages and challenges.
- Overview of bioinformatics problems solvable with quantum computing.
- Hands-on: Setting up and exploring quantum programming frameworks (Qiskit, Cirq).
Quantum Algorithms and Their Applications in Bioinformatics
- Overview of quantum algorithms: Grover’s, Shor’s, and Variational Quantum Eigensolver (VQE).
- Applications of quantum algorithms in sequence alignment, structural biology, and optimization problems.
- Hands-on: Implementing Grover’s algorithm for bioinformatics-specific search problems using Qiskit.
Quantum Computing for Molecular Modeling and Drug Discovery
- Quantum approaches to molecular modeling: Hamiltonians and ground-state energy calculations.
- Applications in protein-ligand binding and drug discovery pipelines.
- Hands-on: Simulating quantum chemistry problems using Variational Quantum Eigensolver (VQE) and quantum simulators.
Quantum Machine Learning (QML) in Bioinformatics
- Fundamentals of QML and its potential in genomics, proteomics, and systems biology.
- Hybrid quantum-classical machine learning models for biological data.
- Hands-on: Building a quantum-classical neural network for biological data analysis using Qiskit Machine Learning.
Real-World Case Studies and Future Directions
- Case studies: Successful applications of quantum computing in life sciences.
- Challenges in scalability, error correction, and real-world implementation.
- Discussion on emerging tools and platforms for quantum bioinformatics research.
- Hands-on: Designing a basic workflow for a bioinformatics challenge using quantum computing tools.
This modular approach ensures participants build foundational knowledge and gain hands-on experience, enabling them to explore and contribute to the emerging field of quantum bioinformatics.
Practical Application
SOFTWARE:
Quantum Programming Frameworks
- Qiskit (IBM): Open-source framework for quantum programming and simulation.
- Cirq (Google): For designing and running quantum circuits and simulations.
- Pennylane (Xanadu): For hybrid quantum-classical machine learning and optimization tasks.
Quantum Simulators
- IBM Quantum Experience: Cloud-based quantum computing platform for running quantum algorithms on real quantum hardware or simulators.
- Google Quantum AI: Simulators for testing and debugging quantum circuits.
- QuTiP: Python-based library for simulating quantum systems.
Quantum Chemistry and Molecular Modeling Tools
- Open Fermion: For simulating quantum chemistry applications.
- Quantum Chemistry Module in Qiskit Nature: For molecular ground state energy calculations.
Machine Learning Platforms
- Qiskit Machine Learning Module: For building hybrid quantum-classical machine learning models.
- TensorFlow Quantum: Framework for quantum-enhanced machine learning applications.
Code Editors and Development Environments
- Jupyter Notebooks: For interactive quantum programming and visualization.
- Google Colab: Cloud-based environment for running quantum programs without local setup.
Servers and Cloud Platforms
- IBM Quantum Cloud: Access to real quantum processors and advanced simulators.
- Amazon Braket: Platform for exploring quantum algorithms on hardware from multiple providers.
- Microsoft Azure Quantum: Cloud ecosystem for quantum application development.
Learning Objectives
OUTCOME [WHAT PEOPLE WILL LEARN]:
By the end of this training, participants will:
- Understand the Fundamentals of Quantum Computing:
- Grasp key concepts such as qubits, superposition, entanglement, and quantum gates.
- Learn how quantum computing differs from classical computing and its advantages for complex problem-solving.
- Apply Quantum Algorithms to Biological Problems:
- Gain insights into quantum algorithms like Grover’s and Shor’s and their applications in bioinformatics.
- Use quantum methods to tackle challenges in sequence alignment, molecular modeling, and optimization.
- Perform Molecular Simulations:
- Explore quantum chemistry approaches for modeling protein-ligand interactions and drug discovery applications.
- Simulate molecular systems using Variational Quantum Eigensolver (VQE) and other quantum techniques.
- Learn Quantum Machine Learning (QML):
- Understand the basics of QML and its potential applications in genomics, proteomics, and systems biology.
- Build hybrid quantum-classical machine learning models for biological data analysis.
- Use Quantum Programming Frameworks:
- Gain hands-on experience with tools like Qiskit / Cirq /Pennylane to design and simulate quantum circuits.
- Access quantum processors and simulators through cloud platforms such as IBM Quantum Experience and Amazon Braket.
- Bridge Quantum Computing and Bioinformatics:
- Explore real-world case studies where quantum computing has impacted life sciences, from drug discovery to genomics.
- Develop workflows to address bioinformatics challenges using quantum techniques.
DURATION [IN DAYS & TIME SPENT FOR EVERYDAY SESSION]: 5 days ( 2hrs / day)
SYSTEM REQUIREMENT [LIST THE SYSTEM REQUIREMENT]:Laptop or PC with 4GB RAM
PRE-REQUISITES [LIST ANY PRIOR KNOWLEDGE REQUIRED]:Not needed
Target Audience
This training is ideal for:
1. Students
- Including undergraduate and postgraduate students studying life sciences, medical sciences, and related fields.
- Medical and pharmaceutical students who are exploring AI in Drug Discovery, genetic engineering and genomic research
- Ph.D. candidates specializing in molecular biology, bioinformatics, biotechnology, or similar disciplines..
2. Academicians
- Faculty and educators seeking to integrate AI and genomic analysis into their curriculum.
- Researchers looking to apply AI techniques in experimental and computational genomics.
3. Industry Professionals:
- Individuals from fields such as microbiology, biochemistry, biotechnology, immunology, medicine, pharmacy, pharmaceutical chemistry, biomedical sciences, genetics, and bioinformatics.
- Resident doctors, bioinformaticians, pharmaceutical scientists, and professionals in academia, industry, or regulatory agencies aiming to enhance their skills in AI and Computing in Bioinformatics.
Methodology
Our program employs a structured, hands-on approach to maximize learning outcomes. Key components include:
- Foundational Lectures:
- Introduction to quantum computing and its principles.
- Overview of quantum algorithms and their relevance to bioinformatics.
- Practical Sessions:
- Step-by-step tutorials on using quantum computing frameworks and platforms.
- Hands-on exercises to implement quantum algorithms for bioinformatics applications.
- Case Studies:
- Real-world examples of quantum computing applications in bioinformatics.
- Discussions on challenges, solutions, and potential future breakthroughs.
- Expert Guidance:
- Mentorship by leading professionals in quantum computing and bioinformatics.
- Interactive Q&A sessions to address specific queries and project ideas.
Why You Should Attend
- Cutting-Edge Knowledge: Gain an in-depth understanding of quantum computing and its transformative potential in bioinformatics research.
- Hands-On Experience: Acquire practical skills by working with quantum computing tools and solving bioinformatics problems.
- Expert Insights: Learn from experienced professionals who bridge the fields of quantum computing and bioinformatics.
- Career Advancement: Enhance your skill set with a certificate in this groundbreaking intersection of technology and life sciences.
- Networking Opportunities: Connect with peers, mentors, and industry leaders, fostering collaborations that could shape the future of your career and research.
Join us to explore how quantum computing is transforming bioinformatics, and take a significant step toward becoming a leader in this innovative field!
Why Choose BDG LifeSciences for this Training?
1. Experience and Credibility: BDG LifeSciences, with over 14 years of expertise, is a market leader in bioinformatics course training and workshops.
2. Global Reach: Programs are accessible by participants from all around the world, and the curriculum is customized to international standards.
3. Hands-On Learning: The emphasis on practical application ensures that participants may instantly apply their knowledge.
4. Expert Advice: With cutting-edge tools, expert trainers, and comprehensive content, we ensure a rich learning experience tailored to industry and academic needs.
How To Register
To secure your spot:
- Click on Register Now button and proceed.
- After registering, please email to info@bdglifesciences.com with your preferred start date and choose one of the following time slots: 6:30 AM–8:30 AM India time or 8:30 PM–10:30 PM India time.
- Kindly note that the time of the sessions will be 90-120 minutes every day.
- Once you register, please allow us 2-5 working days to make your training schedule, i.e. dates and time.
- For any further queries, feel free to email us at info@bdglifesciences.com
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T & C
- Please provide a GMAIL ID for registration as the recorded video session will be provided on YouTube. Kindly provide that email ID by which you use YouTube.
- Since the training is a one-on-one live session with a trainer on Zoom, you'll need to attend, allowing for practical hands-on learning, real-time explanations, and direct query resolution for a better learning experience.
- At the end of each session, you will receive a video recording, allowing you to review the steps as many times as needed to enhance your learning and master the topics and tasks.
- BDG Lifesceiences (OPC) Private Limited is registered under Ministry of MSME(Micro, Small and Medium Enterprises), Government of India with Registration Number:UDYAM-UP-01-0019151 hence the certificate will be provided of it. BBR Group Pty Ltd, Australia (ACN-Australian Company Number-608 550 849) has the franchisee of BDG Lifesciences to run its programs in Australia & New Zealand.
- The certificate will be issued as per the details which you will provide in the registration form while registering before payment.
- We want to make sure that you learn properly hence the training certificate will be given ONLY on successful completion of all the tasks given by the trainer.
- The certificates of all our Online programs are sent by email (softcopy) which has a unique barcode. You can take a print of that on heavy cardstock or photo paper and get it laminated if required.
- The registration is NON-REFUNDABLE and NON-TRANSFERABLE.
- BDG Lifesciences (OPC) Pvt. Ltd., India and BBR Group Pty Ltd Australia reserve the right of admission in all our programs.
- If you are removed or your registration is canceled then there will be no answer to that. We have our own reasons for such an act of ours. If we do not wish to give this training to any participant then we will refund their amount.
- You should also read the Terms & Conditions page as well as the FAQs page. For any assistance kindly chat with our AI Assistant BioBot on the website www.bdglifesciences.com
