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Data Science for Beginners

  • While basic familiarity with programming (Python) can be beneficial.
  • Individuals from diverse professional backgrounds, including business, finance, marketing, healthcare, or any field with an interest in data-driven decision-making.
$14.99
  • Level
    Intermediate
  • Duration
    4 hours
  • Last Updated
    December 29, 2023
  • Certificate
    Certificate of completion

Material Includes

  • Video Lesson
  • Handout Notes
  • Python Codes
  • MCQs

What I will learn?

  • Gain a foundational understanding of what data science encompasses and its significance in various industries.
  • Explore the end-to-end process of working with data, including collection, cleaning, exploration, analysis, and visualization.
  • Grasp essential statistical concepts crucial for interpreting and drawing insights from data.

Course Curriculum

Data Science for Beginners: Video Lesson

  • Overview on Artificial Intelligence and Machine Learning: Intuition
    01:10:34
  • Data analysis, manipulation, and visualization: Hands-on
    43:29
  • Linear algebra and statistics with SciPy and Numpy: Hands-on
    42:58
  • Machine Learning with Scikit-Learn: Hands-on
    01:27:10

Data Science for Beginners: Handout Notes

Hands-on Implementation

Assessment

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