Course Modules
DATA SCIENCE COURSE
Our Data Science Course in Coimbatore is ideal for students, IT professionals, and freshers who want to become Data Analysts, Machine Learning Engineers, or Data Scientists using Python, Machine Learning, AI, and real-time projects.
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Module 1: Python Programming for Data Science
- Python Basics & Data Types
- Numpy, Pandas & Data Manipulation
- Data Cleaning & Preprocessing
- Working with CSV, Excel & APIs
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Module 2: Data Visualization
- Matplotlib & Seaborn Visualizations
- Dashboard Design Concepts
- Power BI & Tableau Basics
- Storytelling with Data
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Module 3: Statistics & Mathematics for Data Science
- Descriptive & Inferential Statistics
- Probability & Distributions
- Hypothesis Testing
- Linear Algebra Concepts
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Module 4: Machine Learning (ML)
- Supervised Learning Algorithms
- Unsupervised Learning (Clustering)
- Feature Engineering & Model Tuning
- ML Project Deployment Basics
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Module 5: Deep Learning & AI
- Neural Networks Concepts
- TensorFlow & Keras Models
- CNN for Image Processing
- NLP & Text Analytics
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Module 6: SQL & Big Data Tools
- SQL Queries & Joins
- Data Extraction & ETL
- Hadoop & Spark Basics
- Data Lake & Data Warehousing
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Module 7: Real-Time Data Science Projects
- End-to-End ML Project
- Data Visualization Dashboard
- AI/Deep Learning Mini Project
- Final Certification Assessment