IKIGAISchool of AI
6-Month Professional Course

Best Data Science Course in Ludhiana

Build ML models, master Python, and deploy AI-powered solutions from the ground up. Our 6-month Data Science program in Ludhiana covers everything from statistics to deep learning with end-to-end capstone projects.

Python & PandasMachine LearningDeep LearningGenAI FoundationsCapstone ProjectPlacement Support
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Data Science Course Curriculum — Ludhiana

Industry-aligned 6-month syllabus from fundamentals to deployment

Month 1

Python & Mathematics

  • Python programming fundamentals
  • NumPy & Pandas mastery
  • Statistics & probability
  • Linear algebra essentials
Month 2

Data Analysis & Visualization

  • Exploratory data analysis (EDA)
  • Matplotlib & Seaborn
  • SQL for data querying
  • Data cleaning techniques
Month 3

Machine Learning Foundations

  • Supervised learning algorithms
  • Regression & classification
  • Model evaluation metrics
  • Scikit-learn workflows
Month 4

Advanced ML & Feature Engineering

  • Ensemble methods & XGBoost
  • Unsupervised learning
  • Feature engineering & selection
  • Hyperparameter tuning
Month 5

Deep Learning & GenAI

  • Neural network fundamentals
  • CNNs & RNNs
  • TensorFlow & Keras
  • Intro to LLMs & transformers
Month 6

Capstone & Career Prep

  • End-to-end project deployment
  • Portfolio & GitHub showcase
  • Resume & interview preparation
  • Placement assistance

Why Learn Data Science at Ikigai Ludhiana?

Real Datasets

Work with industry datasets from manufacturing, e-commerce, and finance — not toy examples.

Deploy Models

Learn to deploy ML models with Flask/FastAPI and build production-ready data pipelines.

Career Support

Portfolio review, mock interviews, and direct connections to data-driven companies hiring in Punjab.

Enroll in Data Science Course — Ludhiana

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