Buch

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Übersicht

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Verlag	:	Springer International Publishing
Buchreihe	:	Textbooks on Political Analysis
Sprache	:	Englisch
Erschienen	:	23. 04. 2020
Seiten	:	241
Einband	:	Gebunden
Höhe	:	235 mm
Breite	:	155 mm
ISBN	:	9783030368258
Sprache	:	Englisch

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Autorinformation

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Josh W. Cutler began his career commercializing research at Microsoft Live Labs from 2005 to 2009. He holds a BS degree in computer science and math from UW-Madison and later pursued a PhD at Duke University, where he built predictive models analyzing conflict. He has served in leadership roles at multiple data-focused startups, and founded and led a company to acquisition. He currently leads the AI Platforms and Transformation team at Optum.Matt Dickenson is a senior software engineer at Uber, applying machine learning to transportation. He holds a BS degree in political science from the University of Houston and an MS degree in computer science from Duke University. He has taught introductory programming and data science courses and workshops at Duke University, Washington University in St. Louis, and the University of Miami.

Inhaltsverzeichnis

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Chapter 1. Getting Started With Python.- Chapter 2. Building Software.- Chapter 3. Object-Oriented Programming.- Chapter 4. Introduction to Algorithms.- Chapter 5. Introduction to Data Structures.- Chapter 6. Input, Output, and the Web.- Chapter 7. Application Programming Interfaces.- Chapter 8. Databases.- Chapter 9. NoSQL Databases.- Chapter 10. Introduction to Machine Learning with Python.- Chapter 11. Linear Programming.- Chapter 12. Practical Programming.- Chapter 13. Case Study: Image Processing.- Chapter 14. Case Study: Natural Language Processing.- Chapter 15. Conclusion.

Deine Buchhandlung

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