AI & DataHigh Demand
Certified Artificial Intelligence & Machine Learning Professional
IITCC-AIML-CP · IITCC™ Certified Professional · 2025
Study Duration
100–140 hours
Credential Level
IITCC™ Certified Professional
Assessment
Project-based assessment
Pass Mark
70%
About This Certification
The IITCC™ Certified AI & Machine Learning Professional credential validates expertise in building, training, and deploying machine learning models and AI-driven solutions. Candidates demonstrate applied competency across the full ML pipeline — from data preparation and feature engineering through model evaluation and production deployment — assessed against current industry standards.
Programme Content
What You Will Study
01
Foundations of AI & Machine Learning
- AI concepts and history
- Supervised vs unsupervised learning
- Bias, variance, and the bias-variance trade-off
- Mathematics for ML: linear algebra, probability, calculus
02
Data Preparation & Feature Engineering
- Data collection and cleaning pipelines
- Handling missing values and outliers
- Feature selection and extraction techniques
- Data normalisation and encoding
03
Core Machine Learning Algorithms
- Regression, classification, and clustering
- Decision trees, random forests, and gradient boosting
- Support vector machines
- Model selection and hyperparameter tuning
04
Deep Learning & Neural Networks
- Feedforward and convolutional networks
- Recurrent networks and LSTMs
- Transfer learning and fine-tuning
- Frameworks: TensorFlow and PyTorch
05
Natural Language Processing
- Text preprocessing and tokenisation
- Sentiment analysis and text classification
- Transformer architecture and BERT
- Large language models — practical applications
06
MLOps & Production Deployment
- Model versioning and experiment tracking (MLflow)
- Building REST APIs for model serving
- Containerisation with Docker
- Monitoring model drift in production
What You Will Demonstrate
Skills Validated
Design and train supervised and unsupervised ML models
Build deep learning architectures using TensorFlow and PyTorch
Apply NLP techniques to real-world text data
Deploy ML models to production environments
Evaluate model performance and mitigate bias
Implement MLOps best practices
Ideal Candidates
Who Should Enrol
Software engineers transitioning into AI/ML roles
Data professionals seeking ML certification
Computer science graduates entering the AI workforce
Business analysts looking to apply ML in decision-making
Certification Assessment
How You Are Assessed
Assessment Format
Project-based assessment + proctored online examination
Duration
3 hours
Pass Mark
70%
Attempts
Up to 2 attempts included
Upon Successful Completion
IITCC™ Digital Certificate of Professional Competence
Blockchain-secured credential badge (Edubuk)
Unique Certification ID for employer verification
Skill transcript for LinkedIn and job applications
Project Validation Record (where applicable)
Employer Readiness Score
Get Certified
Ready to Enrol?
Submit your enrolment enquiry and our team will be in touch within 3 business days with full programme details, study resources, and next steps.