Performance Incentives
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Statistics Every Programmer Needs
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Author : Gary Sutton
language : en
Publisher: Simon and Schuster
Release Date : 2025-09-09
Statistics Every Programmer Needs written by Gary Sutton and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-09-09 with Computers categories.
Put statistics into practice with Python! Data-driven decisions rely on statistics. Statistics Every Programmer Needs introduces the statistical and quantitative methods that will help you go beyond “gut feeling” for tasks like predicting stock prices or assessing quality control, with examples using the rich tools of the Python ecosystem. Statistics Every Programmer Needs will teach you how to: • Apply foundational and advanced statistical techniques • Build predictive models and simulations • Optimize decisions under constraints • Interpret and validate results with statistical rigor • Implement quantitative methods using Python In this hands-on guide, stats expert Gary Sutton blends the theory behind these statistical techniques with practical Python-based applications, offering structured, reproducible, and defensible methods for tackling complex decisions. Well-annotated and reusable Python code listings illustrate each method, with examples you can follow to practice your new skills. About the technology Whether you’re analyzing application performance metrics, creating relevant dashboards and reports, or immersing yourself in a numbers-heavy coding project, every programmer needs to know how to turn raw data into actionable insight. Statistics and quantitative analysis are the essential tools every programmer needs to clarify uncertainty, optimize outcomes, and make informed choices. About the book Statistics Every Programmer Needs teaches you how to apply statistics to the everyday problems you’ll face as a software developer. Each chapter is a new tutorial. You’ll predict ultramarathon times using linear regression, forecast stock prices with time series models, analyze system reliability using Markov chains, and much more. The book emphasizes a balance between theory and hands-on Python implementation, with annotated code and real-world examples to ensure practical understanding and adaptability across industries. What's inside • Probability basics and distributions • Random variables • Regression • Decision trees and random forests • Time series analysis • Linear programming • Monte Carlo and Markov methods and much more About the reader Examples are in Python. About the author Gary Sutton is a business intelligence and analytics leader and the author of Statistics Slam Dunk: Statistical analysis with R on real NBA data. Table of Contents 1 Laying the groundwork 2 Exploring probability and counting 3 Exploring probability distributions and conditional probabilities 4 Fitting a linear regression 5 Fitting a logistic regression 6 Fitting a decision tree and a random forest 7 Fitting time series models 8 Transforming data into decisions with linear programming 9 Running Monte Carlo simulations 10 Building and plotting a decision tree 11 Predicting future states with Markov analysis 12 Examining and testing naturally occurring number sequences 13 Managing projects 14 Visualizing quality control Get a free eBook (PDF or ePub) from Manning as well as access to the online liveBook format (and its AI assistant that will answer your questions in any language) when you purchase the print book.
Code Of Federal Regulations
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Author :
language : en
Publisher:
Release Date : 2008
Code Of Federal Regulations written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Administrative law categories.
Code Of Federal Regulations Title 48 Federal Acquisition Regulations System Chapter 15 28 Revised As Of October 1 2009
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Author : Office of the Federal Register
language : en
Publisher: Government Printing Office
Release Date : 2009-12-23
Code Of Federal Regulations Title 48 Federal Acquisition Regulations System Chapter 15 28 Revised As Of October 1 2009 written by Office of the Federal Register and has been published by Government Printing Office this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-12-23 with Law categories.
The Code Of Federal Regulations Of The United States Of America
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Author :
language : en
Publisher:
Release Date : 2005
The Code Of Federal Regulations Of The United States Of America written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Administrative law categories.
The Code of Federal Regulations is the codification of the general and permanent rules published in the Federal Register by the executive departments and agencies of the Federal Government.
Federal Acquisition Circular
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Author :
language : en
Publisher:
Release Date : 1990
Federal Acquisition Circular written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with Government purchasing categories.
2017 Cfr Annual Print Title 48 Federal Acquisition Regulations System Chapters 15 To 28
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Author : Office of The Federal Register
language : en
Publisher: IntraWEB, LLC and Claitor's Law Publishing
Release Date : 2017-07-01
2017 Cfr Annual Print Title 48 Federal Acquisition Regulations System Chapters 15 To 28 written by Office of The Federal Register and has been published by IntraWEB, LLC and Claitor's Law Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-07-01 with Law categories.
Federal Acquisition Circular
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Author : United States. Department of Defense
language : en
Publisher:
Release Date :
Federal Acquisition Circular written by United States. Department of Defense and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with Government purchasing categories.
Title 48 Federal Acquisition Regulations System
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Author : United States. General Services Administration
language : en
Publisher:
Release Date : 1984
Title 48 Federal Acquisition Regulations System written by United States. General Services Administration and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1984 with Government purchasing categories.
Title 48 Federal Acquisition Regulations System Parts 1 51 Revised As Of October 1 2013
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Author : Office of The Federal Register, Enhanced by IntraWEB, LLC
language : en
Publisher: IntraWEB, LLC and Claitor's Law Publishing
Release Date : 2013-10-01
Title 48 Federal Acquisition Regulations System Parts 1 51 Revised As Of October 1 2013 written by Office of The Federal Register, Enhanced by IntraWEB, LLC and has been published by IntraWEB, LLC and Claitor's Law Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-01 with Law categories.
48 CFR Federal Acquisition Regulations System (FARS)
2017 Cfr Annual Print Title 48 Federal Acquisition Regulations System Chapter 1 Parts 1 To 51
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Author : Office of The Federal Register
language : en
Publisher: IntraWEB, LLC and Claitor's Law Publishing
Release Date : 2017-07-01
2017 Cfr Annual Print Title 48 Federal Acquisition Regulations System Chapter 1 Parts 1 To 51 written by Office of The Federal Register and has been published by IntraWEB, LLC and Claitor's Law Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-07-01 with Law categories.