Machine Learning Training in India

Practical Machine Learning Training in India With Live Projects and Certification

Machine learning training teaches you to build models that learn from data — from data preparation and algorithm selection to evaluation, deployment and monitoring in production. CraftVoy's Machine Learning training in India is an instructor-led, 10 weeks programme with hands-on labs, a capstone project and CraftVoy certification, available online and offline.

10 Weeks

Online + Offline

Beginner to Intermediate

Max 25 students

Enrol Now Call +91 97918 17766

What You Get

Core algorithms implemented and tuned on real datasets

Feature engineering and rigorous model evaluation

MLOps basics: packaging, deployment and drift monitoring

Live instructor-led sessions with recordings

Capstone project reviewed by CraftVoy mentors

CraftVoy certification on completion

Who Is This For

Analysts and developers starting a data science career
Engineers who need to productionise ML models
Graduates building a job-ready ML portfolio

Learning Outcomes

Select, train and evaluate the right ML model for a problem
Avoid common pitfalls such as leakage and overfitting
Deploy and monitor models in production

Curriculum

Module 1: Data and Statistics

Python, pandas and exploratory analysis
Probability and hypothesis testing
Handling missing data and outliers

Module 2: Supervised Learning

Linear and logistic regression
Trees, random forests and gradient boosting
Bias-variance and regularisation

Module 3: Unsupervised Learning

Clustering and dimensionality reduction
Anomaly detection
Recommendation basics

Module 4: Evaluation and Tuning

Cross-validation and metrics for imbalanced data
Hyperparameter search
Explainability with SHAP

Module 5: MLOps

Model packaging and APIs
Monitoring and retraining
Capstone: deploy a model to production

Frequently Asked Questions

What will I be able to build after machine learning training?

You will build predictive models for tasks such as churn, fraud, demand and recommendations, and deploy one as an API with monitoring.

Which libraries are taught?

Python with pandas, scikit-learn and XGBoost for modelling, plus tools for experiment tracking and model serving.

Is the Machine Learning training available online and offline?

Yes. CraftVoy runs live online batches across India and classroom batches in select cities, including weekday and weekend options. Contact us for current batch dates.

Will I receive a certificate?

Yes. You receive a CraftVoy certificate after completing the sessions and capstone project.

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