Welcome to the Introduction to Data Science course! Data Science is a field that uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from structured and unstructured data. In this course, you will learn the basics of data science, including data exploration, data visualization, and machine learning.

Course Outline

  • Data Exploration

    • Understanding data types
    • Descriptive statistics
    • Data cleaning and preprocessing

  • Data Visualization

    • Basic chart types (bar, line, scatter, etc.)
    • Advanced visualization techniques
    • Creating interactive visualizations

  • Machine Learning

    • Supervised learning
    • Unsupervised learning
    • Introduction to neural networks

Course Resources

  • Textbook: "Data Science from Scratch" by Joel Grus
  • Online Tutorials: Kaggle

Data Science

Would you like to learn more about data science? Check out our Advanced Data Science Course for an in-depth exploration of the field.