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“dr ben auffarth”

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  • Machine Learning for Time Series with Python

    Python to forecast, predict, and monitor time series with modern ML and foundation models at scale

    de Dr. Ben Auffarth ...
    Get better insights from time-series data and become proficient in building models with real-world data Key FeaturesExplore time series forecasting and time series analysis in Python using ARIMA, SARIMA, GARCH, gradient boosting, and recurrent neural networks.Improve predictive modeling with feature engineering and forecasting machine learning techniques.Apply demand forecasting and financial ... Leer más

    $35.99 USD

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  • Programming Collective Intelligence

    Building Smart Web 2.0 Applications

    de Toby Segaran ...
    Want to tap the power behind search rankings, product recommendations, social bookmarking, and online matchmaking? This fascinating book demonstrates how you can build Web 2.0 applications to mine the enormous amount of data created by people on the Internet. With the sophisticated algorithms in this book, you can write smart programs to access interesting datasets from other web sites, collect ... Leer más

    $30.99 USD

  • Doing Math with Python

    Use Programming to Explore Algebra, Statistics, Calculus, and More!

    de Amit Saha ...
    Doing Math with Python shows you how to use Python to delve into high school–level math topics like statistics, geometry, probability, and calculus. You’ll start with simple projects, like a factoring program and a quadratic-equation solver, and then create more complex projects once you’ve gotten the hang of things.Along the way, you’ll discover new ways to explore math and gain valuable ... Leer más

    $24.99 USD

  • AI and Machine Learning for Coders

    de Laurence Moroney ...
    If you're looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney's extremely successful AI courses, this introductory book provides a hands-on, code-first approach to help you build confidence while you learn key topics.You'll understand how to implement the most common scenarios in machine learning, such as computer vision, ... Leer más

    $41.99 USD

  • R in a Nutshell

    A Desktop Quick Reference

    de Joseph Adler ...
    If you’re considering R for statistical computing and data visualization, this book provides a quick and practical guide to just about everything you can do with the open source R language and software environment. You’ll learn how to write R functions and use R packages to help you prepare, visualize, and analyze data. Author Joseph Adler illustrates each process with a wealth of examples from ... Leer más

    $36.79 USD

  • Python for Data Science

    A Hands-On Introduction

    de Yuli Vasiliev ...
    A hands-on, real-world introduction to data analysis with the Python programming language, loaded with wide-ranging examples.Python is an ideal choice for accessing, manipulating, and gaining insights from data of all kinds. Python for Data Science introduces you to the Pythonic world of data analysis with a learn-by-doing approach rooted in practical examples and hands-on activities. You’ll learn ... Leer más

    $17.99 USD

  • Just Enough R: Learn Data Analysis with R in a Day

    de Sivakumaran Raman ...
    Because there is so much of a buzz around the R programming language in the data science and analytics world, in health-care and other domains, I wrote a book on R-programming for data analysis. The book aims to teach data analysis using R within a single day to anyone who already knows some programming in any other language. The book has sample code (which can be downloaded as a zip file from the ... Leer más

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  • Python: Data Analytics and Visualization

    de Phuong Vo.T.H, Martin Czygan, Ashish Kumar, Kirthi Raman ...
    Understand, evaluate, and visualize dataAbout This BookLearn basic steps of data analysis and how to use Python and its packagesA step-by-step guide to predictive modeling including tips, tricks, and best practicesEffectively visualize a broad set of analyzed data and generate effective resultsWho This Book Is ForThis book is for Python Developers who are keen to get into data analysis and wish to ... Leer más

    $71.99 USD o gratis con Kobo Plus

  • SQL for Data Analysis

    Advanced Techniques for Transforming Data into Insights

    de Cathy Tanimura ...
    With the explosion of data, computing power, and cloud data warehouses, SQL has become an even more indispensable tool for the savvy analyst or data scientist. This practical book reveals new and hidden ways to improve your SQL skills, solve problems, and make the most of SQL as part of your workflow.You'll learn how to use both common and exotic SQL functions such as joins, window functions, ... Leer más

    $41.99 USD

  • Python: End-to-end Data Analysis

    de Phuong Vothihong, Martin Czygan, Ivan Idris, Magnus Vilhelm Persson, Luiz Felipe Martins ...
    Leverage the power of Python to clean, scrape, analyze, and visualize your dataAbout This BookClean, format, and explore your data using the popular Python libraries and get valuable insights from itAnalyze big data sets; create attractive visualizations; manipulate and process various data types using NumPy, SciPy, and matplotlib; and morePacked with easy-to-follow examples to develop advanced ... Leer más

    $64.99 USD o gratis con Kobo Plus

  • Mastering Python for Finance

    Implement advanced state-of-the-art financial statistical applications using Python

    de James Ma Weiming ...
    Take your financial skills to the next level by mastering cutting-edge mathematical and statistical financial applicationsKey FeaturesExplore advanced financial models used by the industry and ways of solving them using PythonBuild state-of-the-art infrastructure for modeling, visualization, trading, and moreEmpower your financial applications by applying machine learning and deep learningBook ... Leer más

    $27.99 USD o gratis con Kobo Plus

  • Deep Reinforcement Learning Hands-On

    Apply modern RL methods, with deep Q-networks, value iteration, policy gradients, TRPO, AlphaGo Zero and more

    de Maxim Lapan, Oleg Vasilev, Martijn van Otterlo, Mikhail Yurushkin, Basem O. F. Alijla ...
    Publisher\\'s Note: This edition from 2018 is outdated and not compatible with any of the most recent updates to Python libraries. A new third edition, updated for 2020 with six new chapters that include multi-agent methods, discrete optimization, RL in robotics, and advanced exploration techniques is now available.Key FeaturesExplore deep reinforcement learning (RL), from the first principles to ... Leer más

    $37.79 USD o gratis con Kobo Plus