Subject 1
Foundations
- •Python refresher
- •Statistics for ML
- •Data wrangling
Trycle Certification Program
Artificial Intelligence & Machine Learning
Build production-ready ML skills—from Python foundations to model deployment—with a program designed for Indian engineering colleges and industry outcomes.
- Hands-on Python & ML labs
- Capstone with real datasets
- Faculty enablement included
- Duration
- 6–9 months
- Mode
- Offline + Online
- Level
- Intermediate
- Credential
- Industry certification
About this program
Trycle’s AI & Machine Learning track mirrors how teams build models in industry: exploratory analysis, feature engineering, training, evaluation, and responsible deployment.
Colleges run the program as a structured certification pathway—on-campus labs with expert facilitators, continuous practice on Trycle Drona, and analytics that keep cohorts on track.
What you'll learn
- Python for data science, NumPy, pandas, and visualization workflows
- Supervised and unsupervised learning with scikit-learn
- Model evaluation, tuning, and error analysis
- Introduction to deep learning and neural networks
- MLOps basics: versioning, packaging, and serving models
- Ethics, bias, and explainability in applied AI
Program curriculum
Subject 2
Core machine learning
- •Regression & classification
- •Ensembles
- •Clustering
Subject 3
Deep learning & deployment
- •Neural networks
- •CNNs overview
- •Model deployment lab
Subject 4
Capstone
- •Problem framing
- •Build & evaluate
- •Demo day
Who is this for?
- →CSE / IT students in years 2–4 seeking industry-ready AI skills
- →Colleges adding an AI specialization or honors track
- →Faculty upskilling to deliver blended ML courses
How Trycle delivers
Co-designed syllabus
Mapped to your academic calendar with outcomes employers recognize.
Blended classrooms
In-campus sessions plus Trycle Drona for lessons, quizzes, and projects.
Measured results
Cohort dashboards, assessments, and certification upon completion.
Earn Two Levels of Certification
Students receive a certificate for individual subject completions and a final program certificate after successfully completing all required subjects.
Subject Completion Certificate
Issued when a learner completes each subject module with required assessments and participation.
Program Completion Certificate
Awarded after successfully completing all subjects and requirements in the full program track.
Bring AI & ML to your campus
Talk to Trycle about cohort sizing, faculty training, and launch timelines.