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Machine Learning Training in Kolkata – AI & ML Course

AI and ML Course in Kolkata: From Fundamentals to Deployed Models

CraftVoy's machine learning training in Kolkata covers supervised and unsupervised learning, model evaluation, deep learning basics and deployment, taught through projects on real datasets. Popular with IT/ITeS, BFSI, Manufacturing professionals working around Sector V, Salt Lake, Rajarhat.

10 Weeks
Online + Offline
Beginner to Intermediate
Max 25 students
Enrol NowCall +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 batches open to Kolkata learners, weekday and weekend
Classroom and on-site delivery in Kolkata can be arranged on request
Mentor-reviewed capstone and CraftVoy certification

Who Is This For

  • IT/ITeS, BFSI, Manufacturing professionals in Kolkata
  • Analysts and developers starting a data science career
  • Engineers who need to productionise ML models

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

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

Which is the best machine learning course in Kolkata?

The best machine learning course in Kolkata has a current syllabus, trainers with production experience, small batches, real-data projects and a syllabus you can read before paying. CraftVoy's programmes are built around those criteria, with live online batches and classroom or on-site options for Kolkata learners.

How much does an AI course in Kolkata cost?

In Kolkata, aI course fees typically range from ₹12,000 to ₹60,000 depending on duration and specialisation. CraftVoy weekend batches start at ₹15,000, while fast-track and corporate programmes are quoted by scope. Contact CraftVoy for the current fee of the programme you choose.

Can I attend CraftVoy training online or offline in Kolkata?

Yes. CraftVoy runs live online batches that Kolkata learners can join from home or office, with weekday and weekend options and recordings. Classroom and on-site delivery in Kolkata can be arranged. Contact CraftVoy for current batch dates.

Why learn AI in Kolkata?

Kolkata's Sector V IT cluster, growing startup scene, and proximity to East India's manufacturing belt create expanding AI opportunities.

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.

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Ready to get started?

Talk to a CraftVoy advisor today and find the right batch for your schedule.

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