Explore and implement deep learning to solve various real-world problems using modern R libraries such as TensorFlow, MXNet, H2O, and Deepnet Key FeaturesUnderstand deep learning algorithms and architectures using R and determine which algorithm is best suited for a specific problemImprove models using parameter tuning, feature engineering, and ensemblingApply advanced neural network models such as deep autoencoders and generative adversarial networks (GANs) across different domainsBook Description Deep learning enables efficient and accurate learning from a massive amount of data. This book will help you overcome a number of challenges using various deep learning algorithms and architectures with R programming. This book starts with a brief overview of machine learning and deep learning and how to build your first neural network. You’ll understand the architecture of various deep learning algorithms and their applicable fields, learn how to build deep learning models, optimize hyperparameters, and evaluate model performance. Various deep learning applications in image processing, natural language processing (NLP), recommendation systems, and predictive analytics will also be covered. Later chapters will show you how to tackle recognition problems such as image recognition and signal detection, programmatically summarize documents, conduct topic modeling, and forecast stock market prices. Toward the end of the book, you will learn the common applications of GANs and how to build a face generation model using them. Finally, you’ll get to grips with using reinforcement learning and deep reinforcement learning to solve various real-world problems. By the end of this deep learning book, you will be able to build and deploy your own deep learning applications using appropriate frameworks and algorithms. What you will learnDesign a feedforward neural network to see how the activation function computes an outputCreate an image recognition model using convolutional neural networks (CNNs)Prepare data, decide hidden layers and neurons and train your model with the backpropagation algorithmApply text cleaning techniques to remove uninformative text using NLPBuild, train, and evaluate a GAN model for face generationUnderstand the concept and implementation of reinforcement learning in RWho this book is for This book is for data scientists, machine learning engineers, and deep learning developers who are familiar with machine learning and are looking to enhance their knowledge of deep learning using practical examples. Anyone interested in increasing the efficiency of their machine learning applications and exploring various options in R will also find this book useful. Basic knowledge of machine learning techniques and working knowledge of the R programming language is expected.
Michael F. Bird suggests that if the Paul we claim to know looks and sounds a lot like us, it's probably a sign that we don't know him as well as we think. In this book Bird offers an animated and penetrating survey of Paul's life and teaching, including the principal issues and themes in Paul's theology.
Explore and implement deep learning to solve various real-world problems using modern R libraries such as TensorFlow, MXNet, H2O, and Deepnet Key FeaturesUnderstand deep learning algorithms and architectures using R and determine which algorithm is best suited for a specific problemImprove models using parameter tuning, feature engineering, and ensemblingApply advanced neural network models such as deep autoencoders and generative adversarial networks (GANs) across different domainsBook Description Deep learning enables efficient and accurate learning from a massive amount of data. This book will help you overcome a number of challenges using various deep learning algorithms and architectures with R programming. This book starts with a brief overview of machine learning and deep learning and how to build your first neural network. You’ll understand the architecture of various deep learning algorithms and their applicable fields, learn how to build deep learning models, optimize hyperparameters, and evaluate model performance. Various deep learning applications in image processing, natural language processing (NLP), recommendation systems, and predictive analytics will also be covered. Later chapters will show you how to tackle recognition problems such as image recognition and signal detection, programmatically summarize documents, conduct topic modeling, and forecast stock market prices. Toward the end of the book, you will learn the common applications of GANs and how to build a face generation model using them. Finally, you’ll get to grips with using reinforcement learning and deep reinforcement learning to solve various real-world problems. By the end of this deep learning book, you will be able to build and deploy your own deep learning applications using appropriate frameworks and algorithms. What you will learnDesign a feedforward neural network to see how the activation function computes an outputCreate an image recognition model using convolutional neural networks (CNNs)Prepare data, decide hidden layers and neurons and train your model with the backpropagation algorithmApply text cleaning techniques to remove uninformative text using NLPBuild, train, and evaluate a GAN model for face generationUnderstand the concept and implementation of reinforcement learning in RWho this book is for This book is for data scientists, machine learning engineers, and deep learning developers who are familiar with machine learning and are looking to enhance their knowledge of deep learning using practical examples. Anyone interested in increasing the efficiency of their machine learning applications and exploring various options in R will also find this book useful. Basic knowledge of machine learning techniques and working knowledge of the R programming language is expected.
The Apostle Paul sought to exert his influence and authority over the congregations he founded long after they had been established. Such ongoing oversight by Christianity's prototypical «evangelist» has not been adequately understood. In a brief 1987 article, W. Paul Bowers challenged John Knox's assertion that Paul's «pastoral and administrative work irked him and that he wanted to be free of it». This book confirms and significantly develops Bowers's little-known thesis, examining a wide range of passages in the apostle's undisputed letters and highlighting crucial implications of Paul's broadly conceived vocation for understanding his mission and moral reflection.
Michael Lakey explores the theological significance of the rituals of Baptism and the Lord's Supper in Pauline theology, with the argument culminating in an analysis of the significance of ritual dining in 1 Corinthians 10:14-22 and the Lord's Supper in 1 Corinthians 11:17-34. By contrast with 'social world' forms of comparison between rituals in the Pauline communities and other communities in antiquity, this study focuses primarily upon the theologically integrating function these rituals perform in relation to Paul's theology and ethics. Lakey builds upon Clifford Geertz's systemic understanding of religion by showing how, for Paul, Baptism and the Lord's Supper facilitate specific connections between his metaphysics on the one hand, and the form or pattern of life he enjoins upon his churches on the other. This volume considers precisely what - given his theological and ethical premises - Paul's underlying beliefs regarding these ritual events may have been, allowing for a preliminary discussion of specific lines of post-interpretation in the early patristic period.
Author and teacher Michael R. Cosby provides a wonderful guide to Paul's letters, helping students relate them to their own cultural setting and figure out for themselves what they mean. Irreverent, entertaining, engaging, and fun, yet grounded in sound theology, Cosby's textbook, full of pictures, questions, and insights, is certain to be a most popular educational tool.
Paul offers believers the earliest written words we have about Jesus. He ranks, after Jesus himself, as the premier interpreter of the "good news." No one explains it with more intellectual depth and earnestness than he. That is why to penetrate the Apostle's mind as he writes about Jesus's saving value is not a simple task. But Father Taylor offers here a clear and understandable commentary on his letters, which is accessible to the layman and scholar alike. The book, reflective of the latest in Pauline scholarship, is easy to read throughout and throws considerable light on what Paul has to say about Jesus, "born of a woman, born under the Law," and about the role his self-emptying (his Kenosis) played in bringing about the world's salvation. As an inspirational model, Jesus shows in Paul the paradoxical nature of our life as human beings made in the image and likeness of God: that it is in giving that we receive, in pardoning that we are pardoned and in dying that we are born to eternal life. Readers in their pursuit of Paul's understanding of Jesus will find in this volume on his letters, his message and his heritage much that will be most helpful to them in their lives as Christians.
In this new introduction to the Apostle Paul and his gospel, written especially for lay readers, for beginning students, and for those unsure about what to make of Paul, Michael J. Gorman takes the apostle seriously, as someone who speaks for God and to us. After an overview not only of Paul's radical transformation from persecutor to proclaimer but also of his letter-writing in the context of Paul's new mission, Reading Paul explores the central themes of the apostle's gospel: Gorman places special emphasis on the theopolitical character of Paul's gospel and on the themes of cross and resurrection, multiculturalism in the church, and peacemaking and nonviolence as the way of Christ according to Paul. Gorman also offers a distinctive interpretation of justification by faith as participation in Christ--an interpretation that challenges standard approaches to these Pauline themes. Reading Paul demonstrates that the apostle of faith, hope, and love speaks not only to our deepest spiritual needs but also to the challenging times in which we live.
THIS COMPREHENSIVE, WIDELY USED TEXT by Michael Gorman presents a theologically focused, historically grounded interpretation of the apostle Paul and raises significant questions for engaging Paul today. After providing substantial background information on Paul's world, career, letters, gospel, spirituality, and theology, Gorman covers in full detail each of the thirteen Pauline epistles. Enhancing the text are questions for reflection and discussion at the end of each chapter as well as numerous photos, maps, and tables throughout. The new introduction in this second edition helpfully situates the book within current approaches to Paul. Gorman also brings the conversation up-to-date with major recent developments in Pauline studies and devotes greater attention to themes of participation, transformation, resurrection, justice, and peace.
Healthcare professionals, including doctors, pharmacists and nurses, are often confronted with patients who use over-the-counter (OTC) herbal medicinal products and food supplements. While taking responsibility for one’s own health and treatment options is encouraged, many patients use these products based on limited (and sometimes inaccurate) information from non-scientific sources, such as the popular press and internet. There is a clear need to offer balanced, well-informed advice to patients, yet a number of studies have shown that, generally, conventionally trained health practitioners consider their knowledge about herbal medicinal products and supplements to be weak. Phytopharmacy fills this knowledge gap, and is intended for use by the busy pharmacist, nurse, or doctor, as well as the ‘expert patient’ and students of pharmacy and herbal medicine. It presents clear, practical and concise monographs on over a hundred popular herbal medicines and plant-based food supplements. Information provided in each monograph includes: • Indications • Summary and appraisal of clinical and pre-clinical evidence • Potential interactions • Contraindications • Possible adverse effects An overview of the current regulatory framework is also outlined, notably the EU Traditional Herbal Medicinal Products Directive. This stipulates that only licensed products or registered traditional herbal medicinal products (THRs), which have assured quality and safety, can now legally be sold OTC. Monographs are included of most of the major herbal ingredients found in THRs, and also some plant-based food supplements, which while not strictly medicines, may also have the potential to exert a physiological effect.
As the "Pope of the People," Pope Francis (born Jorge Mario Bergoglio) is famous for saying, "I prefer a Church which is bruised, hurting, and dirty because it has been out on the streets, rather than a Church which is unhealthy from being confined and from clinging to its own security. I do not want a Church concerned with being at the center and then ends by being caught up in a web of obsessions and procedures." From his humble beginnings to the leader of the Catholic Church, the story of Pope Francis has maintained his status as one of us.
Lively, well-informed portrait of the complex figure who was the apostle Paul Though Paul is often lauded as the first great Christian theologian and a champion for Gentile inclusion in the church, in his own time he was universally regarded as a strange and controversial person. In this book Pauline scholar Michael Bird explains why. An Anomalous Jew presents the figure of Paul in all his complexity with his blend of common and controversial Jewish beliefs and a faith in Christ that brought him into conflict with the socio-religious scene around him. Bird elucidates how the apostle Paul was variously perceived — as a religious deviant by Jews, as a divisive figure by Jewish Christians, as a purveyor of dubious philosophy by Greeks, and as a dangerous troublemaker by the Romans. Readers of this book will better understand the truly anomalous shape of Paul’s thinking and worldview.
In this newly translated volume, Michael Wolter (University of Bonn, Germany) outlines the architecture of the Apostle's theology. Wolter contends that it is indeed possible to discover Paul's core theological commitments, despite the fact that the sources for Paul's theology--his letters--are diverse, contextually dependent snapshots of the Apostle's thinking at a particular moment in time. Wolter frames Paul's enterprise as a theology of mission and conversion--a mission that accounts for the life and preaching of Paul and a conversion that highlights the experience of Christ shared by all believers. Pauline theology finds expression in the phrase faith in Christ, which refers to the complete reorientation and exclusive new identity of the Christian. Wolter places Paul's theology into a narrative context, often referred to by Paul himself, that emphasizes the time before Paul's conversion, Paul's encounter with the risen Christ, and the complex events leading to the Antioch incident. Wolter then explores the theology of Paul's Gospel and the response to this good news--faith--before detailing eleven interlocking and overlapping elements of Paul's thought. Wolter's outline successfully delineates a theology common to all of Paul's letters, and does so without collapsing the texts into a timeless whole. By using the language of Paul himself, Wolter reveals the unity of Paul's theology while simultaneously unpacking it via categories drawn from modern scholarship. Wolter's Paul is as vibrant as it is careful--as compelling as it is relevant.
This book connects the Biblical Paul’s work as an educator with the revival of interest in Paul’s impact on contemporary social and cultural experience, sometimes referred to as ‘Paul’s new moment’. It presents Paul's letters as being the testament of an educator who brought a radical emancipatory approach to the communities with whom he lived and worked. The book draws on history, philosophy, New Testament studies, and social theory to present the case for Paul as the initiator of a pedagogy of the event. This book explores the concept of a pedagogy of the event, and provides a case study of success in its implementation.
Nineteen biblical scholars and theologians in this volume explore the notions of union and participation within Pauline theology, teasing out the complex web of meaning conveyed through Paul's theological vision of being "in Christ." With essays that investigate Pauline theology and exegesis, ex-amine highlights from reception history, and offer deep theological reflection, this exemplary multidisciplinary collection charts new ground in the scholarly understanding of Paul's thought and its theological implications.
After the landmark work of E. P. Sanders, the task of rightly accounting for Paul's relationship to Judaism has dominated the last forty years of Pauline scholarship. Pitre, Barber, and Kincaid argue that Paul is best viewed as a new covenant Jew, a designation that allows the apostle to be fully Jewish, yet in a manner centered on the person and work of Jesus the Messiah. This new covenant Judaism provides the key that unlocks the door to many of the difficult aspects of Pauline theology. Paul, a New Covenant Jew is a rigorous, yet accessible overview of Pauline theology intended for ecumenical audiences. In particular, it aims to be the most useful and up to date text on Paul for Catholic Seminarians. The book engages the best recent scholarship on Paul from both Protestant and Catholic interpreters and serves as a launching point for ongoing Protestant-Catholic dialogue.
This study argues for new perspectives on the letters of Paul, especially the Second Letter to Timothy. It examines striking aspects of Paul's letters, especially the fact that many of them are co-authored, that six of them acknowledge that a secretary has penned the letter, and that 1 Timothy, 2 Timothy and Titus are the only ones addressed to individuals. It investigates the implications of these facts for the concept of Pauline authorship. Prior maintains that the received arguments, statistical as well as literary, which exclude 2 Timothy from the influence of Paul, are less than convincing. The author suggests an original reading of 2 Timothy arguing it was composed by Paul towards the end of his first Roman imprisonment. Contrary to all interpretations of the letter which argue that Paul was about to be martyred, Prior claims that Paul was confident that he would be released, and was assembling a mission team to bring his proclamation of the Gospel to a completion. Timothy's courage and missionary zeal needed rekindling, for he and Mark were to be key figures in this new team.
Catholic literature, spirituality, retreat by Fr. Michael F. Murphy from Sacred Heart Catholic Church in Coronado, California. About the 3 Theological Virtues: Faith, Hope and Love. Writings of Servant of God, Bishop Guglielmo Giaquinta.
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