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Machine Learning Corporate Training in India

Customised Machine Learning Corporate Training for Indian Enterprises

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 corporate training in India is customised to your teams, tools and data, delivered on-site at your offices or virtually, with assessments and progress reporting for L&D leaders.

Customised (10 Weeks typical)
On-site + Virtual
Beginner to Intermediate
Team batches of 15-30
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What You Get

Core algorithms implemented and tuned on real datasets
Feature engineering and rigorous model evaluation
MLOps basics: packaging, deployment and drift monitoring
Curriculum tailored to your stack, data and use cases
On-site delivery at your offices across India or live virtual
Pre- and post-training assessments with L&D reporting

Who Is This For

  • Analytics teams building predictive models for business decisions
  • Engineering teams embedding ML in products and platforms
  • Data teams standardising evaluation and deployment practice

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
  • Measurable capability uplift tracked through assessments

Curriculum

1

Module 1: Data and Statistics

  • Python, pandas and exploratory analysis
  • Probability and hypothesis testing
  • Handling missing data and outliers
2

Module 2: Supervised Learning

  • Linear and logistic regression
  • Trees, random forests and gradient boosting
  • Bias-variance and regularisation
3

Module 3: Unsupervised Learning

  • Clustering and dimensionality reduction
  • Anomaly detection
  • Recommendation basics
4

Module 4: Evaluation and Tuning

  • Cross-validation and metrics for imbalanced data
  • Hyperparameter search
  • Explainability with SHAP
5

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.

Can the Machine Learning corporate training be customised to our company?

Yes. CraftVoy starts with a skills and use-case discussion, then adapts the curriculum, labs and case studies to your tools, data and business domain.

Do you deliver on-site anywhere in India?

Yes. CraftVoy trainers deliver on-site at client offices across India and also run live virtual sessions for distributed or multi-location teams.

How is corporate training priced?

Pricing is quoted per engagement based on team size, duration and customisation. Contact CraftVoy for a proposal.

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