Jansen stefan (141 risultati)

Paperback. Condizione: Very Good. Explore effective trading strategies in real-world markets using NumPy, spaCy, pandas, scikit-learn, and Keras Key Features Implement machine learning algorithms to build, train, and validate algorithmic models Create your own algorithmic design process to apply probabilistic machine learning approaches to trading decisions Develop neural networks for algorithmic trading to perform time series forecasting and smart analytics Book DescriptionThe explosive growth of digital data has boosted the demand for expertise in trading strategies that use machine learning (ML). This book enables you to use a broad range of supervised and unsupervised algorithms to extract signals from a wide variety of data sources and create powerful investment strategies. This book shows how to access market, fundamental, and alternative data via API or web scraping and offers a framework to evaluate alternative data. You?ll practice the ML work?ow from model design, loss metric definition, and parameter tuning to performance evaluation in a time series context. You will understand ML algorithms such as Bayesian and ensemble methods and manifold learning, and will know how to train and tune these models using pandas, statsmodels, sklearn, PyMC3, xgboost, lightgbm, and catboost. This book also teaches you how to extract features from text data using spaCy, classify news and assign sentiment scores, and to use gensim to model topics and learn word embeddings from financial reports. You will also build and evaluate neural networks, including RNNs and CNNs, using Keras and PyTorch to exploit unstructured data for sophisticated strategies. Finally, you will apply transfer learning to satellite images to predict economic activity and use reinforcement learning to build agents that learn to trade in the OpenAI Gym.What you will learn Implement machine learning techniques to solve investment and trading problems Leverage market, fundamental, and alternative data to research alpha factors Design and fine-tune supervised, unsupervised, and reinforcement learning models Optimize portfolio risk and performance using pandas, NumPy, and scikit-learn Integrate machine learning models into a live trading strategy on Quantopian Evaluate strategies using reliable backtesting methodologies for time series Design and evaluate deep neural networks using Keras, PyTorch, and TensorFlow Work with reinforcement learning for trading strategies in the OpenAI Gym Who this book is forHands-On Machine Learning for Algorithmic Trading is for data analysts, data scientists, and Python developers, as well as investment analysts and portfolio managers working within the finance and investment industry. If you want to perform efficient algorithmic trading by developing smart investigating strategies using machine learning algorithms, this is the book for you. Some understanding of Python and machine learning techniques is mandatory.…

Paperback. Condizione: Very Good. It's a well-cared-for item that has seen limited use. The item may show minor signs of wear. All the text is legible, with all pages included. It may have slight markings and/or highlighting.

Paperback. Condizione: Very Good. Explore effective trading strategies in real-world markets using NumPy, spaCy, pandas, scikit-learn, and Keras Key Features Implement machine learning algorithms to build, train, and validate algorithmic models Create your own algorithmic design process to apply probabilistic machine learning approaches to trading decisions Develop neural networks for algorithmic trading to perform time series forecasting and smart analytics Book DescriptionThe explosive growth of digital data has boosted the demand for expertise in trading strategies that use machine learning (ML). This book enables you to use a broad range of supervised and unsupervised algorithms to extract signals from a wide variety of data sources and create powerful investment strategies. This book shows how to access market, fundamental, and alternative data via API or web scraping and offers a framework to evaluate alternative data. You?ll practice the ML work?ow from model design, loss metric definition, and parameter tuning to performance evaluation in a time series context. You will understand ML algorithms such as Bayesian and ensemble methods and manifold learning, and will know how to train and tune these models using pandas, statsmodels, sklearn, PyMC3, xgboost, lightgbm, and catboost. This book also teaches you how to extract features from text data using spaCy, classify news and assign sentiment scores, and to use gensim to model topics and learn word embeddings from financial reports. You will also build and evaluate neural networks, including RNNs and CNNs, using Keras and PyTorch to exploit unstructured data for sophisticated strategies. Finally, you will apply transfer learning to satellite images to predict economic activity and use reinforcement learning to build agents that learn to trade in the OpenAI Gym.What you will learn Implement machine learning techniques to solve investment and trading problems Leverage market, fundamental, and alternative data to research alpha factors Design and fine-tune supervised, unsupervised, and reinforcement learning models Optimize portfolio risk and performance using pandas, NumPy, and scikit-learn Integrate machine learning models into a live trading strategy on Quantopian Evaluate strategies using reliable backtesting methodologies for time series Design and evaluate deep neural networks using Keras, PyTorch, and TensorFlow Work with reinforcement learning for trading strategies in the OpenAI Gym Who this book is forHands-On Machine Learning for Algorithmic Trading is for data analysts, data scientists, and Python developers, as well as investment analysts and portfolio managers working within the finance and investment industry. If you want to perform efficient algorithmic trading by developing smart investigating strategies using machine learning algorithms, this is the book for you. Some understanding of Python and machine learning techniques is mandatory.…

paperback. Condizione: Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority.

Paperback. Condizione: Very Good. 2nd ed. It's a well-cared-for item that has seen limited use. The item may show minor signs of wear. All the text is legible, with all pages included. It may have slight markings and/or highlighting.

Paperback. Condizione: Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority.

Condizione: very_good. Gently read. May have name of previous ownership, or ex-library edition. Binding tight; spine straight and smooth, with no creasing; covers clean and crisp. Minimal signs of handling or shelving. 100% GUARANTEE! Shipped with delivery confirmation, if you're not satisfied with purchase please return item! Ships USPS Media Mail.…

Condizione: Very Good.

Soft cover. Condizione: Very Good. 2nd Edition. VERY GOOD softcover, no marks in text, clean covers. Book.

Condizione: As New. Unread book in perfect condition.

Condizione: New.

paperback. Condizione: Very Good. Light cover wear, text is unmarked.

PAP. Condizione: New. New Book. Shipped from UK. Established seller since 2000.

Condizione: New.

Hardcover. Condizione: Very Good. No Jacket. Previous owner's signature on front pastedown, else VG. Size: 8vo - over 7¾ - 9¾" tall. Book.

, Jansen, Jon B. / Weyl, Stefan. The silent war. The underground movement in Germany. With a foreword by Reinhold Niebuhr. Translated by Anna Caples. Philadelphia and New York: J. B. Lippincott, 1943, stated First Edition, 356pp., worn gray blue cloth, short tear at top of spine, spine darkened. CONTENTS: Is There Still a German Underground? - Mass Organizations Go Underground - Ten Thousand Heroes Lost - Organization for the Future - A Formula for Survival - The Enemy at Work. Surveillance, Arrest, Prison - Between Despair and Hope - The German Underground Prepares for War - The Battlefield Inside Germany - The Coming Revolution in Germany. …

Paperback. Condizione: Very Good. 2nd ed. It's a well-cared-for item that has seen limited use. The item may show minor signs of wear. All the text is legible, with all pages included. It may have slight markings and/or highlighting.

Broschiert. Condizione: Gut. 118 Seiten; Das Buch befindet sich in einem gut erhaltenen Zustand. Sprache: Deutsch Gewicht in Gramm: 345.

PAP. Condizione: New. New Book. Shipped from UK. Established seller since 2000.

Condizione: New.

Hardcover. Condizione: Very Good. No Jacket. Previous owner's signature on front pastedown, else VG. Size: 8vo - over 7¾ - 9¾" tall. Book.

Hardcover. Condizione: GOOD. First Edition. Good. Unmarked. First Edition, First Printing, Stated. 1943. J. B. Lippincott Company, Philadelphia & NY. Hardcover, No jacket. Softening to spine head and heel, light fraying. Binding tight, solid & square. Text and endpapers clean. Deckled page edges. 357 pp. 6x8 in. (Octavo). Wartime account of the German anti-Nazi underground by two Neu Beginnen organizers writing as Jon B. Jansen and Stefan Weyl, w/ a foreword by Reinhold Niebuhr. Ships from the USA, quickly & w/care. _____________________________________________________________________________________________________________________________ SYNOPSIS & HISTORY: Published in 1943 by J. B. Lippincott Company, The Silent War: The Underground Movement in Germany is an immediate wartime record of internal civilian resistance against the Nazi regime during World War II. Written under the protective pseudonyms Jon B. Jansen and Stefan Weyl by exiled resistance leaders Bernhard Taurer and Georg Eliasberg, the text reveals the operational networks, communication corridors, and clandestine labor organizing maintained by anti-fascist cadres inside the Third Reich. American theologian and public intellectual Reinhold Niebuhr provides a foreword analyzing the moral and political resolve of these underground organizers. Detailed chapters investigate the structural apparatus of the Gestapo, the mechanics of illegal broadsheet printing, courier logistics across closed borders, and sabotage campaigns directed against state infrastructure. Analytical case studies examine the socialist resistance organization Neu Beginnen (New Beginning), documenting civilian opposition during the height of European totalitarian dominance. Taurer and Eliasberg composed the manuscript following their escape to the United States, drawing on primary reports smuggled out of occupied territory to inform Western intelligence and public discourse. J. B. Lippincott Company distributed the volume during active hostilities to counteract Allied misconceptions regarding the absence of internal German opposition. Scholarly interest in mid-century resistance historiography centers on primary-source accounts compiled while the Nazi state was still in power. …

Condizione: New.

Condizione: New.

Paperback. Condizione: Brand New. 240 pages. German language. 7.95x0.87x9.45 inches. In Stock.

Condizione: As New. Unread book in perfect condition.

Condizione: New.

Hardcover. Condizione: Very Good+. 1st Edition; 1st Printing. Hardcover, no dustjacket, first printing as stated on copyright page, "vivid and revealing portrayal of the underground opposition to Hitlerism in Germany," minor flaws only to this clean, attractive copy: softening to the spine-ends, tiny corner-crease to the top front corner of the cloth, and the former owner's name on the first blank page; 357 pages. …

Hardcover. Condizione: Very Good. Condizione sovraccoperta: Fair. 1st Edition. Hardcover. Condition: Very Good+. 1st Edition; 1st Printing. Hardcover, "vivid and revealing portrayal of the underground opposition to Hitlerism in Germany," minor flaws only to this clean, attractive copy: slight bumping on tips, wear on base of spine. Clean contents with no markings. DJ (very rare for this book) in fair condition, missing large pieces at the base of the spine and lower tips, with chipping and wear throughout. All books shipped in cardboard and packed with care.…

Condizione: New. In English.