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Learn Python by building data science applications : a fun, project-based guide to learning Python 3 while building real-world apps / Philipp Kats, David Kats.
Published 2019Table of Contents: “…Learn Python by building data science applications: a fun, project-based guide to learning Python 3 while building real-world apps -- Contributors -- Table of Contents -- Preface -- Section 1: Getting Started with Python -- Chapter 1: Preparing the Workspace -- Chapter 2: First Steps in Coding -- Variables and Data Types -- Chapter 3: Functions -- Chapter 4: Data Structures -- Chapter 5: Loops and Other Compound Statements -- Chapter 6: First Script -- Geocoding with Web APIs -- Chapter 7: Scraping Data from the Web with Beautiful Soup 4 -- Chapter 8: Simulation with Classes and Inheritance -- Chapter 9: Shell, Git, Conda, and More -- at Your Command -- Section 2: Hands-On with Data -- Chapter 10: Python for Data Applications -- Chapter 11: Data Cleaning and Manipulation -- Chapter 12: Data Exploration and Visualization -- Chapter 13: Training a Machine Learning Model -- Chapter 14: Improving Your Model -- Pipelines and Experiments -- Section 3: Moving to Production -- Chapter 15: Packaging and Testing with Poetry and PyTest -- Chapter 16: Data Pipelines with Luigi -- Chapter 17: Let's Build a Dashboard -- Chapter 18: Serving Models with a RESTful API -- Chapter 19: Serverless API Using Chalice -- Chapter 20: Best Practices and Python Performance -- Appendix: Assessments -- Other Books You May Enjoy -- Index.…”
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Learn Python by building data science applications : a fun, project-based guide to learning Python 3 while building real-world apps / Philipp Kats, David Kats.
Published 2019Table of Contents: “…Learn Python by building data science applications: a fun, project-based guide to learning Python 3 while building real-world apps -- Contributors -- Table of Contents -- Preface -- Section 1: Getting Started with Python -- Chapter 1: Preparing the Workspace -- Chapter 2: First Steps in Coding -- Variables and Data Types -- Chapter 3: Functions -- Chapter 4: Data Structures -- Chapter 5: Loops and Other Compound Statements -- Chapter 6: First Script -- Geocoding with Web APIs -- Chapter 7: Scraping Data from the Web with Beautiful Soup 4 -- Chapter 8: Simulation with Classes and Inheritance -- Chapter 9: Shell, Git, Conda, and More -- at Your Command -- Section 2: Hands-On with Data -- Chapter 10: Python for Data Applications -- Chapter 11: Data Cleaning and Manipulation -- Chapter 12: Data Exploration and Visualization -- Chapter 13: Training a Machine Learning Model -- Chapter 14: Improving Your Model -- Pipelines and Experiments -- Section 3: Moving to Production -- Chapter 15: Packaging and Testing with Poetry and PyTest -- Chapter 16: Data Pipelines with Luigi -- Chapter 17: Let's Build a Dashboard -- Chapter 18: Serving Models with a RESTful API -- Chapter 19: Serverless API Using Chalice -- Chapter 20: Best Practices and Python Performance -- Appendix: Assessments -- Other Books You May Enjoy -- Index.…”
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Conflict of interest and medical innovation : ensuring integrity while facilitating innovation in medical research : workshop summary /...
Published 2014Full text (Wentworth users only)
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Reaching teens. [produced by] American Academy of Pediatrics.
Published 2014Full text (Wentworth users only)
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Opere postume progettate in vita : Metallwerkstatt Bauhaus anni '20/anni '90 / a cura di Bruno Pedretti = Posthumous works designed while living : Metalwerkstatt Bauhaus 20's/90's...
Published 1995“…Posthumous works designed while living : Metallwerkstatt Bauhaus 20's/90's…”
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How We Organize Knowledge : The Structure of the Disciplines / Annenberg Learner (Firm).
Published 2003Table of Contents: Streaming video (Wentworth users only)
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College and university endowments : case studies and tax issues / Jessica I. Bellfleur, editor.
Published 2010Table of Contents: “…Postsecondary Education: College and University Endowments have Shown Long-Term Growth, While Size, Restrictions, and Distributions Vary /…”
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Brainwave Dreams : Part 7—Tibetan Dream Yoga / Cinetic Rights Management LLC..
Published 2011Table of Contents: Streaming video (Wentworth users only)
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Swan Lake: Footnotes: The Classics of Ballet with Frank Augus / Sound Venture (Firm).
Published 1995Table of Contents: Streaming video (Wentworth users only)
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Romeo & Juliet: Footnotes: The Classics of Ballet with Frank Augus / Sound Venture (Firm).
Published 1995Table of Contents: Streaming video (Wentworth users only)
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Learn science, learn math, learn to teach science and math, Homo sapiens! / Hedy Moscovici ; illustrations by Tal Moscovici ; chapter 6 by Katherine C. Wieseman and Hedy Moscovici...
Published 2013Table of Contents: “…Emotional and Intellectual Involvement While Learning Science and Mathematics --…”
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Electronic eBook