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“holger hartmann”

Showing 1 - 12 of 12 results for “holger hartmann”
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  • Development of Trading Systems using Genetic Programming with a Case Study

    by Holger Hartmann ...
    Diploma Thesis from the year 2007 in the subject Computer Science - Programming, grade: 1.7, University of Hamburg, language: English, abstract: In this thesis Genetic Progrmming is used to create trading systems for the EUR/USD foreign exchange market using intraday data. In addition to the exchange rates several moving averages are used as inputs. The developed evolutionary algorithm extends the ... Read more

    $38.98 USD

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  • Machine Learning for Algorithmic Trading

    Predictive models to extract signals from market and alternative data for systematic trading strategies with Python

    by Stefan Jansen ...
    Leverage machine learning to design and back-test automated trading strategies for real-world markets using pandas, TA-Lib, scikit-learn, LightGBM, SpaCy, Gensim, TensorFlow 2, Zipline, backtrader, Alphalens, and pyfolio. Purchase of the print or Kindle book includes a free eBook in the PDF format.Key FeaturesDesign, train, and evaluate machine learning algorithms that underpin automated trading ... Read more

    $64.79 USD or Free with Kobo Plus

  • Data Mining: Know It All

    by Soumen Chakrabarti, Earl Cox, Eibe Frank, Ralf Hartmut Güting, Jiawei Han, Xia Jiang, Micheline Kamber, Thomas P. Nadeau, Richard E. Neapolitan, Dorian Pyle, Mamdouh Refaat, Markus Schneider, Sam S. Lightstone, Toby J. Teorey, Ian H. Witten ...
    This book brings all of the elements of data mining together in a single volume, saving the reader the time and expense of making multiple purchases. It consolidates both introductory and advanced topics, thereby covering the gamut of data mining and machine learning tactics ? from data integration and pre-processing, to fundamental algorithms, to optimization techniques and web mining methodology ... Read more

    $73.99 USD

  • A Handbook of Analytics

    A Guide to Statistics and Analytics

    by Ankita Sinha ...
    A Handbook of Analytics is a guide to statistics and analytics. Data analytics are used to predict future patterns of data using mathematical and statistical models. Therefore, it is imperative for the professionals working in the field of data analytics to not only be able to use multiple functionalities on various tools but to have in-depth knowledge of statistics, predictive analytics and ... Read more

    $1.33 USD

  • Machine Learning for Time-Series with Python

    Forecast, predict, and detect anomalies with state-of-the-art machine learning methods

    by Ben Auffarth ...
    Get better insights from time-series data and become proficient in model performance analysisKey FeaturesExplore popular and modern machine learning methods including the latest online and deep learning algorithmsLearn to increase the accuracy of your predictions by matching the right model with the right problemMaster time series via real-world case studies on operations management, digital ... Read more

    $41.99 USD or Free with Kobo Plus

  • Modern Time Series Forecasting with Python

    Industry-ready machine learning and deep learning time series analysis with PyTorch and pandas

    by Manu Joseph, Jeffrey Tackes ...
    Learn traditional and cutting-edge machine learning (ML) and deep learning techniques and best practices for time series forecasting, including global forecasting models, conformal prediction, and transformer architectures Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\* Key FeaturesApply ML and global models to improve forecasting accuracy through practical ... Read more

    $42.99 USD or Free with Kobo Plus

  • Modern Time Series Forecasting with Python

    Explore industry-ready time series forecasting using modern machine learning and deep learning

    by Manu Joseph ...
    Build real-world time series forecasting systems which scale to millions of time series by applying modern machine learning and deep learning conceptsKey FeaturesExplore industry-tested machine learning techniques used to forecast millions of time seriesGet started with the revolutionary paradigm of global forecasting modelsGet to grips with new concepts by applying them to real-world datasets of ... Read more

    $38.99 USD or Free with Kobo Plus

  • Data Mining and Statistics for Decision Making

    by Stéphane Tufféry ...
    Data mining is the process of automatically searching large volumes of data for models and patterns using computational techniques from statistics, machine learning and information theory; it is the ideal tool for such an extraction of knowledge. Data mining is usually associated with a business or an organization's need to identify trends and profiles, allowing, for example, retailers to discover ... Read more

    $93.00 USD

  • Generative AI for Trading and Asset Management

    by Hamlet Jesse Medina Ruiz, Ernest P. Chan ...
    Expert guide on using AI to supercharge traders' productivity, optimize portfolios, and suggest new trading strategiesGenerative AI for Trading and Asset Management is an essential guide to understand how generative AI has emerged as a transformative force in the realm of asset management, particularly in the context of trading, due to its ability to analyze vast datasets, identify intricate ... Read more

    $33.00 USD

  • Hands-On Machine Learning for Algorithmic Trading

    Design and implement investment strategies based on smart algorithms that learn from data using Python

    by Stefan Jansen ...
    Explore effective trading strategies in real-world markets using NumPy, spaCy, pandas, scikit-learn, and KerasKey FeaturesImplement machine learning algorithms to build, train, and validate algorithmic modelsCreate your own algorithmic design process to apply probabilistic machine learning approaches to trading decisionsDevelop neural networks for algorithmic trading to perform time series ... Read more

    $43.99 USD or Free with Kobo Plus

  • R Statistics Cookbook

    Over 100 recipes for performing complex statistical operations with R 3.5

    by Francisco Juretig ...
    Solve real-world statistical problems using the most popular R packages and techniquesKey FeaturesLearn how to apply statistical methods to your everyday research with handy recipesFoster your analytical skills and interpret research across industries and business verticalsPerform t-tests, chi-squared tests, and regression analysis using modern statistical techniquesBook DescriptionR is a popular ... Read more

    $19.99 USD or Free with Kobo Plus

  • Machine Learning and Data Science Blueprints for Finance

    by Hariom Tatsat, Sahil Puri, Brad Lookabaugh ...
    Over the next few decades, machine learning and data science will transform the finance industry. With this practical book, analysts, traders, researchers, and developers will learn how to build machine learning algorithms crucial to the industry. You'll examine ML concepts and over 20 case studies in supervised, unsupervised, and reinforcement learning, along with natural language processing (NLP ... Read more

    $48.99 USD