94 Results for : explainable

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    Interpretable AI is a hands-on guide to interpretability techniques that open up the black box of AI. AI models can become so complex that even experts have difficulty understanding them-and forget about explaining the nuances of a cluster of novel algorithms to a business stakeholder! Interpretable AI is filled with cutting-edge techniques that will improve your understanding of how your AI models function. Interpretable AI is a hands-on guide to interpretability techniques that open up the black box of AI. This practical guide simplifies cutting-edge research into transparent and explainable AI, delivering practical methods you can easily implement with Python and open source libraries. With examples from all major machine learning approaches, this book demonstrates why some approaches to AI are so opaque, teaches you to identify the patterns your model has learned, and presents best practices for building fair and unbiased models. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
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    • Price: 59.99 EUR excl. shipping
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    Human and Machine Learning ab 69.49 € als Taschenbuch: Visible Explainable Trustworthy and Transparent. Softcover reprint of the original 1st ed. 2018. Aus dem Bereich: Bücher, Ratgeber, Computer & Internet,
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    • Price: 69.49 EUR excl. shipping
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    What is a mystery?Down through the ages, men have been accustomed to call that to them was unknown, unexplained, or incomprehensible - a mystery. There has been a tendency to wrap veils of mystery around natural phenomena, around the causes of daily experience in the lives of men, and even around God. That which is in any particular out of what we have called the usual and the commonplace has aroused a sense of the supernatural or the mysterious in relation to it. Mankind has relegated much to the realm of the mysterious that is explainable under the light that true thinking throws upon the experiences. There rises the question, why is this? Long, long ago, in the childhood of the race, before men thought intelligently about life and living, they felt within themselves an impelling urge for something higher than their daily experiences. They naturally looked to that which was above them and found it beyond their power to understand. So it came about that while these primitive men were still a great way off, the greater experiences of life looked weird and incomprehensible to them. They were thinking in terms of separation; hence all greater experiences were mysterious to them. ungekürzt. Language: English. Narrator: Jim Wentland. Audio sample: https://samples.audible.de/bk/acx0/201564/bk_acx0_201564_sample.mp3. Digital audiobook in aax.
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    Author’s foreword: These true events cannot be explained, and many of these events were witnessed by others who, for the most part, wish to remain anonymous. There are things that can be explained in the real modern world and accepted as fact, but there are some things that remain a mystery or for the most part are ignored as the human rationale for accepting or acknowledging the event that occurred would bend the very fabric of reality - which could leave one in dire straits!I will only state the following: They happened. They may not be explainable, but they really happened! Now, how your mind accepts them as either fact or fiction isn’t the case, but whether you accept them into your reality, because the events were witnessed by others and this reality you live in is changing.I covered much of the changing in my book Alchemy & Transmutation, which covered what was meant by the special miraculous changes that will occur in the twinkling of an eye might I suggest that or the compilation A Unicorn’s Horn, which includes that and other short stories which cover the thin line between fact and fiction!Here we go on a journey deep within the mind - a place that you should know all too well...or do you? Well, buckle your seat belt. ungekürzt. Language: English. Narrator: Elizabeth Hardman. Audio sample: https://samples.audible.de/bk/acx0/204838/bk_acx0_204838_sample.mp3. Digital audiobook in aax.
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    Data science ethics is all about what is right and wrong when conducting data science. Data science has so far been primarily used for positive outcomes for businesses and society. However, just as with any technology, data science has also come with some negative consequences: an increase of privacy invasion, data-driven discrimination against sensitive groups, and decision making by complex models without explanations. While data scientists and business managers are not inherently unethical, they are not trained to weigh the ethical considerations that come from their work - Data Science Ethics addresses this increasingly significant gap and highlights different concepts and techniques that aid understanding, ranging from k-anonymity and differential privacy to homomorphic encryption and zero-knowledge proofs to address privacy concerns, techniques to remove discrimination against sensitive groups, and various explainable AI techniques. Real-life cautionary tales further illustrate the importance and potential impact of data science ethics, including tales of racist bots, search censoring, government backdoors, and face recognition. The book is punctuated with structured exercises that provide hypothetical scenarios and ethical dilemmas for reflection that teach readers how to balance the ethical concerns and the utility of data.
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    • Price: 24.95 EUR excl. shipping
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    Do you dare to face the darkness? Explore the dark world that exists just outside what you can see and thrives on the most terrible things you can imagine. Explore the unfathomable depths of darkness with four distinctly horrifying stories that delve the depths of madness and fear. Nighttime is when the darkness that is within each and every one of us escapes and envelops us in the perilous and inscrutable blackness. Who can say for sure what lurks on the periphery of our consciousness? When seen again in the light of day, ordinary objects and ordinary parts of our lives are nothing more than what we know them to be. But come nightfall, who knows? Follow a dreamer who takes flight and explores fantastic worlds in the dark. Like Icarus, he soars to uncharted heights without realizing the danger hidden in his own dreams. Learn the secrets of a dark and deviant street vendor. In the light of day, he wouldn't merit a second glance but everything is different at night. Uncover the mystery of a deadly and terrible childhood secret that still haunts a broken man. Perhaps he could have solace if the circumstances surrounding the death of his sister were somehow explainable. See the terrible power of a buried ancient and bloody curse. Once uncovered, it is free to exact a terrible revenge. All of this and more is trapped in this book of horror. Do you dare to face the darkness? ungekürzt. Language: English. Narrator: J. Scott Bennett. Audio sample: https://samples.audible.de/bk/acx0/047455/bk_acx0_047455_sample.mp3. Digital audiobook in aax.
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    Why use just two eyes when you have three? What does your third eye want you to know? Have you ever had a strong hunch? Third eye. Have you ever thought about someone just before that person contacted you? Third eye. Have you ever sensed danger even though you could not explain your unease? Third eye.A simple way to express it is that the third eye provides perceptions not available or explainable with your basic senses. Some see it as a way to balance emotion and reason. This eye of enlightenment or higher consciousness is associated with clairvoyance, chakras and auras, precognition, visions, out-of-body experiences, as well as with the pineal gland.If you doubt your gut feelings or your sense of purpose if you are feeling stagnant and unable to meet goals that fulfill your deepest reason for being, unblocking your third eye can help you rebalance emotion and reason.Third Eye Awakening for Beginners by Jessica Power will walk you through everything you need to know about your third eye. The guide covers:Is your third eye blocked?Benefits of third eye activationOpening your third eyeMeditation basics to open your third eyeTypes of meditation to useMantrasThird eye awakening exercise...AND MORE!Don’t let the fear that third eye awareness is contrary to your belief system stop you from improving your intuition. Don’t let a busy schedule prevent you from using techniques that will open your third eye while reducing your stress and increasing your sense of well-being.How far can improved intuition and awareness take you?Scroll back up to the top of this page and hit "Buy Now" to get your copy of Third Eye Awakening for Beginners! ungekürzt. Language: English. Narrator: Sarah Owens. Audio sample: https://samples.audible.de/bk/acx0/208550/bk_acx0_208550_sample.mp3. Digital audiobook in aax.
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    Incredible True Paranormal Accounts: True Ghost Stories And Hauntings From The Past  Get Your FREE BONUSES When You Get This Book! Scientists studying parapsychology try to establish many possible theories to justify a paranormal claim. Sometimes they successfully rationalize the mystical incidences with explainable scientific data and facts. But when they fail, it becomes an unsolvable mystery and controversial phenomena for future generations. We know that some places on earth are cursed and are not safe for human habitation. But, can we always scientifically explain or rationalize why some places or objects are so unlucky or why we sometimes see or feel things that no one else does?  In this audiobook we will tell you of some real ghost stories, stories of mysterious objects and a number of very tragic incidents that have been hard for science to logically define. This book contains a number of ghostly incidents that no scientist, or criminal investigator could ever rationally justify.  Listen to these disturbing stories from the past yourself and see if you can connect the theories or justify each and every phenomenon to establish them as rationalized events. Here Is A Preview Of What You'll Learn... True Ghost Stories And Hauntings – The Greenbrier Spirit that Helped Convict Her Own Murderer True Ghost Stories And Hauntings – The Unsolved Mystery of the Dark Mirror True Ghost Stories And Hauntings – How Ghostly Spirits Possessed Esther and Her House True Ghost Stories And Hauntings – Popper the Poltergeist True Ghost Stories And Hauntings – The Unnatural Death of Elisa Lam in the Haunted Cecil Hotel True Ghost Stories And Hauntings – What's Hiding Under Your Bed? Much, much more! Get your copy today! If you love stories of mysterious hauntings, unknown creatures and true ghost stories from around the w ungekürzt. Language: English. Narrator: Ian Kenny. Audio sample: https://samples.audible.de/bk/acx0/103440/bk_acx0_103440_sample.mp3. Digital audiobook in aax.
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    This two-volume set constitutes the refereed proceedings of the workshops which complemented the 21th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in September 2021. Due to the COVID-19 pandemic the conference and workshops were held online. The 104 papers were thoroughly reviewed and selected from 180 papers submited for the workshops. This two-volume set includes the proceedings of the following workshops:Workshop on Advances in Interpretable Machine Learning and Artificial Intelligence (AIMLAI 2021)Workshop on Parallel, Distributed and Federated Learning (PDFL 2021)Workshop on Graph Embedding and Mining (GEM 2021)Workshop on Machine Learning for Irregular Time-series (ML4ITS 2021)Workshop on IoT, Edge, and Mobile for Embedded Machine Learning (ITEM 2021)Workshop on eXplainable Knowledge Discovery in Data Mining (XKDD 2021)Workshop on Bias and Fairness in AI (BIAS 2021)Workshop on Workshop on Active Inference (IWAI 2021)Workshop on Machine Learning for Cybersecurity (MLCS 2021)Workshop on Machine Learning in Software Engineering (MLiSE 2021)Workshop on MIning Data for financial applications (MIDAS 2021)Sixth Workshop on Data Science for Social Good (SoGood 2021)Workshop on Machine Learning for Pharma and Healthcare Applications (PharML 2021)Second Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning (EDML 2020)Workshop on Machine Learning for Buildings Energy Management (MLBEM 2021)
    • Shop: buecher
    • Price: 105.95 EUR excl. shipping
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    This two-volume set constitutes the refereed proceedings of the workshops which complemented the 21th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in September 2021. Due to the COVID-19 pandemic the conference and workshops were held online. The 104 papers were thoroughly reviewed and selected from 180 papers submited for the workshops. This two-volume set includes the proceedings of the following workshops:Workshop on Advances in Interpretable Machine Learning and Artificial Intelligence (AIMLAI 2021)Workshop on Parallel, Distributed and Federated Learning (PDFL 2021)Workshop on Graph Embedding and Mining (GEM 2021)Workshop on Machine Learning for Irregular Time-series (ML4ITS 2021)Workshop on IoT, Edge, and Mobile for Embedded Machine Learning (ITEM 2021)Workshop on eXplainable Knowledge Discovery in Data Mining (XKDD 2021)Workshop on Bias and Fairness in AI (BIAS 2021)Workshop on Workshop on Active Inference (IWAI 2021)Workshop on Machine Learning for Cybersecurity (MLCS 2021)Workshop on Machine Learning in Software Engineering (MLiSE 2021)Workshop on MIning Data for financial applications (MIDAS 2021)Sixth Workshop on Data Science for Social Good (SoGood 2021)Workshop on Machine Learning for Pharma and Healthcare Applications (PharML 2021)Second Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning (EDML 2020)Workshop on Machine Learning for Buildings Energy Management (MLBEM 2021)
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    • Price: 73.95 EUR excl. shipping


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