Professional Diploma in Artificial Intelligence & Machine Learning
Engineer intelligent systems with classical ML, deep learning and modern AI.
Program overview
A rigorous Artificial Intelligence and Machine Learning program covering the mathematics, algorithms, deep learning architectures and deployment practices used by working AI teams. This Professional Diploma runs for 8 Months as offline instructor-led classroom training at our Indore campus, combining daily lab practice, weekly assessments and mentor-reviewed projects.
- Students pursuing or having completed 12th / Diploma / Graduation (any stream)
- Working professionals looking to switch or upskill into technology roles
- Commitment to attend regular offline classroom sessions for the full program duration
- A laptop is recommended; institute lab systems are available for practice
- Apply Artificial Intelligence & Machine Learning skills to real business problems
- Build and present a mentor-reviewed capstone project
- Clear technical assessments and interview rounds with confidence
- Graduate with a portfolio, resume and GitHub profile employers can review
- Python & math for ML
- Supervised & unsupervised learning
- Model tuning & evaluation
- Deep learning (CNN, RNN, Transformers)
- Computer vision
- NLP
- Model deployment
- Python
- Scikit-learn
- TensorFlow
- PyTorch
- OpenCV
- Hugging Face
- FastAPI
- Docker
- Face recognition attendance system
- Sentiment analysis engine
- Medical image classifier
- Predictive maintenance model
- Weekly module assessments in the classroom
- Hands-on lab evaluations with instructor feedback
- Mid-program review and capstone viva
- Mock interview rounds before program completion
8-Module Curriculum
Expand any module to see exactly what is covered in the classroom and lab.
Module 1Python & Math Foundations
- Python essentials
- Linear algebra for ML
- Calculus & optimisation intuition
- Probability
Module 2Data Preparation
- Cleaning & encoding
- Feature scaling
- Feature engineering
- Train/test strategy
Module 3Supervised Learning
- Linear & logistic regression
- Decision trees & ensembles
- SVM & KNN
- Metrics & cross-validation
Module 4Unsupervised Learning
- K-Means & hierarchical clustering
- PCA & dimensionality reduction
- Anomaly detection
- Recommendation basics
Module 5Deep Learning
- ANN fundamentals
- Backpropagation
- Regularisation & dropout
- TensorFlow/Keras workflows
Module 6Computer Vision
- Image processing with OpenCV
- CNN architectures
- Transfer learning
- Object detection intro
Module 7NLP & Transformers
- Text vectorisation
- Sequence models
- Attention & transformers
- Fine-tuning pretrained models
Module 8Deployment & Capstone
- FastAPI model serving
- Docker packaging
- Cloud hosting
- AI capstone with viva
What you walk away with
Internship is included for eligible learners — students completing the program with satisfactory assessment scores are placed into a supervised internship with partner companies or on live institute projects, with an internship certificate on completion.
- Professional Diploma Certificate
- Project Completion Certificate
- Internship Certificate (on completion)
Roles this program prepares you for
Choose your batch
Frequently asked questions
Are Career Programs offline like your courses?
Yes. Every Career Program is delivered as offline, instructor-led classroom training at our Indore campus, with supervised lab practice.
What is the difference between a Diploma and a Certification?
Diplomas are longer (6–9 months) and cover an entire career track end to end with internship eligibility. Certifications (3–6 months) are focused on a single job role.
Do I need prior coding experience?
No. Every program starts from foundations. Prior experience helps but is not required for admission.
Is an internship included?
Diploma and Job Ready programs include internship placement for eligible learners. Certification learners become internship-eligible after clearing the capstone.
Will I get placement assistance?
Yes — resume building, LinkedIn optimisation, mock interviews, career mentorship and referral support are part of Diploma and Job Ready programs.
What are the fees and payment options?
Fees vary by program length. Call the campus or submit the admission form and our team will share the current fee structure and installment options.
Other tracks in this domain
Apply for Professional Diploma in Artificial Intelligence & Machine Learning
Submit the admission form and our team will call you back to schedule a campus visit and counselling session.