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Applied Data Science Capstone

This course is part of multiple programs. Learn more

     
  • 4.7
  •  |
  • Reviews ( 7K )
Free

This Course Includes

  • iconcoursera
  • icon4.7 (7K reviews )
  • icon13 hours (approximately)
  • iconenglish
  • iconOnline - Self Paced
  • iconcourse
  • iconIBM

About Applied Data Science Capstone

Learn new concepts from industry experts

Gain a foundational understanding of a subject or tool

Develop job-relevant skills with hands-on projects

Earn a shareable career certificate

What You Will Learn?

  • Demonstrate proficiency in data science and machine learning techniques using a real-world data set and prepare a report for stakeholders  .
  • Apply your skills to perform data collection, data wrangling, exploratory data analysis, data visualization model development, and model evaluation.
  • Write Python code to create machine learning models including support vector machines, decision tree classifiers, and k-nearest neighbors .
  • Evaluate the results of machine learning models for predictive analysis, compare their strengths and weaknesses and identify the optimal model  .