AI/ML Program
Build and deploy advanced AI and Machine Learning models.
Featured Program
Why Choose Mathisi?
1:1 Mentorship
Personalized guidance from industry experts to clear doubts and build your career path.
Live Projects
Work on real-world case studies and build a portfolio that employers love.
Placement Support
Dedicated placement cell to help you with resume building and mock interviews.
24/7 Support
Never get stuck. Our support team is available round the clock to assist you.
Curriculum & Learning Path
Mathematical Foundations
- Linear algebra
- Calculus (derivatives, gradients)
- Probability & statistics
- Optimization basics
Programming Fundamentals
- Python programming
- NumPy
- Pandas
- Matplotlib/Seaborn
- Data structures & algorithms
Introduction to AI & ML
- Supervised, Unsupervised, Reinforcement Learning
- AI fundamentals
- Intelligent agents
Data Handling and Preprocessing
- EDA
- Feature engineering
- Handling missing values
- Scaling & normalization
Supervised Learning Algorithms
- Linear/Logistic regression
- Decision trees
- Random forests
- SVM
- KNN
- Naive Bayes
Model Evaluation and Validation
- Cross-validation
- Performance metrics (Accuracy, F1, ROC)
- Overfitting/Underfitting
- Hyperparameter tuning
Unsupervised Learning
- K-means
- Hierarchical clustering
- DBSCAN
- PCA
- t-SNE
- Anomaly detection
Ensemble Methods
- Bagging
- Boosting (AdaBoost, XGBoost, LightGBM)
- Stacking
Neural Networks & Deep Learning
- Perceptrons
- Backpropagation
- CNNs
- RNNs
- LSTMs
- Transfer learning
Natural Language Processing
- Tokenization
- Word embeddings (Word2Vec, GloVe)
- Transformers (BERT, GPT)
- Sentiment analysis
Computer Vision
- Image recognition
- Object detection (YOLO)
- Facial recognition
Reinforcement Learning
- Markov decision processes
- Q-learning
- DQN
Time Series Analysis & Emerging Tech
- ARIMA
- Prophet
- Generative AI
- AutoML
- Explainable AI
MLOps and Model Deployment
- Flask/FastAPI
- Docker
- AWS/GCP/Azure deployment
- CI/CD pipelines
- MLflow
Tools & Technologies
Meet Your Instructors
Learn the craft from builders who have led teams at world-class engineering organizations.
Maulika Modi
Dr. Tamanna Sood
Keerthana Eganathan
Hands-on Projects
Work on industry-relevant datasets and problem statements to build a portfolio-worthy project.
Analyze trends, forecast data, and provide actionable insights just like a professional.
Alumni Working At Top Global Companies
Our learners are transforming industries worldwide.
Student Success Stories
"The course gave me real project experience. The mentors were outstanding."
"Opened my eyes to autonomous systems."
Frequently Asked Questions
Program Fees
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