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Statistical Learning with Math and Python: 100 Exercises for Building Logic

by Joe Suzuki
Save 35% Save 35%
Current price ₹2,482.00
Original price ₹3,817.00
Original price ₹3,817.00
Original price ₹3,817.00
(-35%)
₹2,482.00
Current price ₹2,482.00

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Book cover type: Paperback
  • ISBN13: 9789811578762
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 220
  • Original Price: EUR 35.0
  • Language: English
  • Edition: 2020
  • Item Weight: 386 grams
  • BISAC Subject(s): Artificial Intelligence / General

Chapter 1: Linear Algebra.- Chapter 2: Linear Regression.- Chapter 3: Classification.- Chapter 4: Resampling.- Chapter 5: Information Criteria.- Chapter 6: Regularization.- Chapter 7: Nonlinear Regression.- Chapter 8: Decision Trees.- Chapter 9: Support Vector Machine.- Chapter 10: Unsupervised Learning.

Joe Suzuki is a professor of statistics at Osaka University, Japan. He has published more than 100 papers on graphical models and information theory.

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