Description
Certification Name: Certified AI & Machine Learning Specialist
Global Occupational Skill Standard – GOSS ID: GOSS/CIT/CAIMLS/V1
Eligibility: Graduation or Equivalent or minimum 2 years of relevant experience (experience-based learners can directly enroll and certify).
Objective: The Certified AI & Machine Learning Specialist course is designed to equip participants with the knowledge and skills to develop, implement, and manage artificial intelligence and machine learning solutions. The course covers foundational concepts in AI, supervised and unsupervised learning, deep learning, neural networks, natural language processing, and computer vision.
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: Foundations of Artificial Intelligence and Machine Learning: Introduction to AI and ML, History and Evolution of AI, Types of Machine Learning (Supervised, Unsupervised, Reinforcement), Mathematical Foundations (Linear Algebra, Calculus basics), Probability and Statistics for ML, Ethical Considerations in AI
Module 2: Data Preprocessing and Exploration: Data Collection and Cleaning, Handling Missing Values and Outliers, Feature Scaling and Normalization, Feature Engineering Techniques, Exploratory Data Analysis (EDA), Data Visualization Tools and Techniques
Module 3: Supervised Learning Algorithms: Linear Regression and Evaluation Metrics, Logistic Regression and Classification, Decision Trees and Random Forests, Support Vector Machines (SVM), k‑Nearest Neighbors (k‑NN), Model Evaluation and Cross‑Validation
Module 4: Unsupervised Learning and Clustering: Clustering Techniques (k‑Means, Hierarchical), Dimensionality Reduction (PCA, t‑SNE), Association Rule Learning (Apriori), Anomaly Detection Methods, Evaluation of Clustering Results, Applications of Unsupervised Learning
Module 5: Deep Learning and Neural Networks: Introduction to Neural Networks, Activation Functions and Backpropagation, Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs) and LSTM, Deep Learning Frameworks (TensorFlow/PyTorch basics), Hyperparameter Tuning and Optimization
Module 6: Deployment and Real‑World Applications: Model Deployment Strategies (APIs, Cloud), Model Monitoring and Maintenance, Natural Language Processing (NLP basics), Computer Vision Use Cases, Reinforcement Learning Applications, Case Studies and Industry Projects
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.
| Marking System: | |||
| S.No. | No. of Questions | Marks Each Question | Total Marks |
| 1 | 10 | 5 | 50 |
| 2 | 5 | 4 | 20 |
| 3 | 5 | 3 | 15 |
| 4 | 5 | 2 | 10 |
| 5 | 5 | 1 | 5 |
| 30 | 100 | ||
| How Students will be Graded: | |||
| S.No. | Marks | Grade | |
| 1 | 91-100 | O (Outstanding) | |
| 2 | 81-90 | A+ (Excellent) | |
| 3 | 71-80 | A (Very Good) | |
| 4 | 61-70 | B (Good) | |
| 5 | 50-60 | P (Pass) | |
| 6 | 0-49 | F (Fail) | |
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.
