Description

Certification Name: Certified Deep Learning Specialist

Global Occupational Skill Standard – GOSS ID: GOSS/CIT/CDLS/V1

Eligibility: Graduation or Equivalent or minimum 2 years of relevant experience (experience-based learners can directly enroll and certify).

Objective: The Certified Deep Learning Specialist course is designed to provide professionals with comprehensive knowledge and practical skills in deep learning concepts, architectures, and applications. The course covers foundational neural networks, convolutional neural networks (CNNs), recurrent neural networks (RNNs), long short-term memory (LSTM), generative adversarial networks (GANs), and transformer models. 

Certification: Within 5 days after Completion of Online Assessment.

Get ready to join the Journey to become a GSDCI Certified Professional  – International Certification and Assessment Body.

Steps to become a GSDCI Certified Professional:

Step 1: Select your certification you want to pursue.

Step 2: Click on get certified tab, new pop up window will open.

Step 3: Click on pay certification fee, you will be redirected to billing details page.

Step 4: Fill your details and click on pay certification fee, You will be redirected to payment gateway, pay fee by any available options like Card(Debit/Credit), Wallet, Paytm, Net banking, UPI and Google pay.

Step 5: You will get Login Credentials of Online E-Books and Online assessment link on your email id, within 48 hrs of payment.

Step 6: After completion of online assessment, you can download your Certificate Immediately.

Assessment Modules:

Module 1: Introduction to Deep Learning: Overview of machine learning vs deep learning, Neural network fundamentals, Activation functions and architectures, History and evolution of deep learning, Use cases and applications, Deep learning frameworks overview (TensorFlow, PyTorch).

Module 2: Neural Network Architectures: Feedforward neural networks, Convolutional Neural Networks (CNNs) and their applications, Recurrent Neural Networks (RNNs) and LSTM, Autoencoders and variational autoencoders, Generative Adversarial Networks (GANs), Transformer models and attention mechanisms.

Module 3: Training Deep Neural Networks: Data preprocessing and augmentation, Loss functions and optimization algorithms, Backpropagation and gradient descent, Regularization techniques (dropout, batch normalization), Hyperparameter tuning, Handling overfitting and underfitting.

Module 4: Advanced Deep Learning Techniques: Transfer learning and fine-tuning, Sequence modeling and time series analysis, Reinforcement learning basics, Explainability and interpretability of models, Distributed and parallel training, Deployment of deep learning models.

Module 5: Tools and Frameworks for Deep Learning: Introduction to TensorFlow and Keras, PyTorch fundamentals, Model building and debugging, Visualization tools (TensorBoard), Experiment tracking and management, Integrating deep learning with cloud platforms.

Module 6: Real-World Applications and Case Studies: Computer vision applications, Natural language processing tasks, Speech recognition and synthesis, Deep learning in healthcare and finance, Ethical considerations and biases, Emerging trends and future directions.

GSDCI Online Assessment Detail:

• Duration- 60 minutes.
• Number of Questions- 30.
• Number of Questions from each module: 5.
• Language: English.
• Exam Type: Multiple Choice Questions.
• Maximum Marks- 100, Passing Marks- 50%.
• There is no negative marking in any module.

Benefits of Certification:

🌍 1. Global Recognition & Credibility – Stand out worldwide with a certification that opens doors across borders. Trusted by employers, respected by institutions, and recognized in over 100 countries.

📜 2. Quality Assurance through ISO Certification – Certified to global ISO standards, our programs deliver excellence, consistency, and a benchmarked learning experience that speaks for itself.

💼 3. Career Advancement & Employability – Enhances your resume and increases chances of promotions or job offers.

🤝 4. Non-Profit Trust Factor – Certifications from non-profit organizations are mission-driven rather than profit-driven.

📚 5. Access to Verified Learning & Resources – Often includes e-books, mock tests, and online support without hidden costs.

🔍 6. Transparency & Online Verification – Certifications come with a unique Enrolment ID for easy online verification by employers and institutions.

⏳ 7. Lifetime or Long-Term Validity – Certifications usually have lifetime validity or long-term recognition, reducing the need for frequent renewals.