Deep Learning Specialization
Mastering Deep Learning for Advanced AI Research and Development
Enroll now for early access of e-LMS
Online/ e-LMS
Self Paced
Advanced
8 Weeks
About
This self-paced specialization provides an in-depth exploration of deep learning, covering theoretical foundations and practical implementations. Participants will gain expertise in neural networks, convolutional networks, sequence models, and other advanced topics, preparing them for cutting-edge AI research and applications.
Aim
To equip PhD scholars and academicians with comprehensive knowledge and practical skills in deep learning techniques and neural networks, essential for advanced AI research and development roles.
Program Objectives
- Master deep learning techniques and neural networks.
- Apply deep learning models to real-world problems.
- Optimize and improve deep learning models.
- Conduct advanced AI research.
- Implement state-of-the-art deep learning projects.
Program Structure
- Introduction to Deep Learning
- Neural Networks and Deep Learning
- Improving Deep Neural Networks: Hyperparameter Tuning, Regularization, and Optimization
- Structuring Machine Learning Projects
- Convolutional Neural Networks (CNNs)
- Sequence Models
- Advanced Topics in Deep Learning
- Practical Implementations and Case Studies
Participant’s Eligibility
AI researchers, data scientists, machine learning engineers, and academic professionals in AI and computer science.
Program Outcomes
- Develop and implement deep learning models.
- Optimize neural networks for better performance.
- Apply deep learning techniques to various domains.
- Conduct innovative AI research.
- Lead AI projects with advanced deep learning skills.
Fee Structure
Standard Fee: INR 14,998 USD 258
Discounted Fee: INR 7499 USD 129
Batches
Live
List of Currencies
Certificate
Program Assessment
Certification to this program will be based on the evaluation of following assignment (s)/ examinations:
| Exam | Weightage |
|---|---|
| Mid Term Assignments | 20 % |
| Final Online Exam | 30 % |
| Project Report Submission (Includes Mandatory Paper Publication) | 50 % |
To study the printed/online course material, submit and clear, the mid term assignments, project work/research study (in completion of project work/research study, a final report must be submitted) and the online examination, you are allotted a 1-month period. You will be awarded a certificate, only after successful completion/ and clearance of all the aforesaid assignment(s) and examinations.
Program Deliverables
- Access to e-LMS
- Real Time Project for Dissertation
- Project Guidance
- Paper Publication Opportunity
- Self Assessment
- Final Examination
- e-Certification
- e-Marksheet
Future Career Prospects
- AI Research Scientist
- Machine Learning Engineer
- Data Scientist
- AI Software Developer
- Research Scientist
- AI Consultant
Job Opportunities
- Tech companies
- Research institutions
- Universities
- Healthcare organizations
- Financial services
- Autonomous systems companies
Enter the Hall of Fame!
Take your research to the next level!
Achieve excellence and solidify your reputation among the elite!
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