Master the Future of
Machine Learning
Course Fast Facts
Duration
6 Months
Learning Mode
Offline
Placement
100% Assistance
Batch Size
Limited to 15 Seats
Data Science & AI
Master Your Domain
Key Learning Pillars
Concept-First Learning
Master the mental models before the syntax. Build intuition that lasts a career.
Project-Driven Depth
Every module ships a production-grade artifact you own — not a to-do app.
Industry-Validated Skills
Curriculum co-designed with MNC engineers — not academic syllabus committees.
Program Outcomes
Detailed Curriculum
Python for Math & Linear Algebra
Build linear algebra models, matrix operations, calculus functions, and optimize data representations using Numpy.
- Linear algebra: Matrices, vectors, eigenvalues
- Differential calculus basics for optimizations
- Numpy array manipulations & speed optimizations
- Exploratory data analysis (EDA) techniques
- Handling missing dataset elements
Supervised & Unsupervised Algorithms
Develop machine learning engines with Scikit-learn. Learn regression, classifications, support vector systems, and clustering.
- Linear & Polynomial Regression modeling
- SVM, Decision Trees, & Random Forest classifiers
- Unsupervised models: K-Means & PCA dimension reductions
- Model cross-validations & hyperparameter tuning
- Bias-Variance tradeoff analysis
Neural Networks & Deep Learning
Understand artificial neural networks, backpropagation, convolutional layers for images, and recursive architectures for sequences.
Model Deployment & MLOps
Host ML algorithms as web services. Learn FastAPI containerization, Docker management, and basic model monitoring.
Industrial Projects
Automated Medical Image Classifier
Train a Convolutional Neural Network (CNN) to detect anomalies from scan images, with an active FastAPI hosting panel.
Predictive Stock & Market Trend Tool
Utilize LSTM networks to predict market prices based on history data logs, integrating real-time API inputs.
Technologies & Tools
Career Opportunities
Meet Your Mentors
Arjun Mehta
Ex-Google
Priya Nair
Ex-Meta
Rajan Shetty
Ex-Amazon
Certified Machine Learning Specialist
Advanced specialization certification validating predictive engineering and neural model setups.
Frequently Asked Questions
Everything you need to know about admission, classes, and career support.
All Industrial Tracks
Start Your
Tech Career
Connect with our admissions team to verify your eligibility and scholarship opportunities.
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100% Placement Assistance
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ISO Certified Program
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Real-Time Projects
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Expert Mentorship
