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Data Science Specialization

Master the complete data science pipeline from data collection to advanced analytics and business intelligence. This course covers the essential skills needed to become a proficient data scientist.

Course Overview

This comprehensive data science course takes you through the entire data science workflow, from gathering and cleaning data to building sophisticated analytics systems. You’ll learn to extract insights from complex datasets and communicate findings effectively.

What You’ll Build

  • Analytics Dashboard: Interactive BI dashboard with real-time data
  • Statistical Analysis System: Comprehensive statistical analysis pipeline
  • Time Series Forecasting Model: Advanced forecasting system
  • A/B Testing Framework: Complete experimentation platform

Prerequisites

This course requires basic Python programming skills and understanding of fundamental statistical concepts. Completion of our “Machine Learning Foundations” course is recommended for best results.

Course Structure

This course combines theoretical knowledge with hands-on projects, ensuring you can apply data science techniques to solve real business problems.

📋 Prerequisites

  • Basic Python programming knowledge
  • Understanding of basic statistics
  • Familiarity with data manipulation concepts
  • Completion of 'Machine Learning Foundations' course recommended

🎯 What You'll Learn

  • Master the complete data science pipeline
  • Build advanced data visualization and dashboards
  • Implement statistical analysis and hypothesis testing
  • Design and analyze A/B tests and experiments
  • Create production-ready data science solutions