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Free Ebooks DownloadWelcome to DL4ALL.org – your ultimate destination for ebooks across every genre. Whether you’re into fiction, self-help, education, or niche topics, we offer an extensive library to satisfy your thirst for knowledge and entertainment. Why Choose DL4ALL.org?
Start your reading journey today on DL4ALL.org and unlock a world of imagination, knowledge, and inspiration!  English | 2021 | ISBN: 0323901840 | 230 pages | pdf, epub | 99.87 MB Deep Learning for Chest Radiographsenumerates different strategies implemented by the authors for designing an efficient convolution neural network-based computer-aided classification (CAC) system for binary classification of chest radiographs into "Normal" and "Pneumonia." Pneumonia is an infectious disease mostly caused by a bacteria or a virus. The prime targets of this infectious disease are children below the age of 5 and adults above the age of 65, mostly due to their poor immunity and lower rates of recovery. Globally, pneumonia has prevalent footprints and kills more children as compared to any other immunity-based disease, causing up to 15% of child deaths per year, especially in developing countries. Out of all the available imaging modalities, such as computed tomography, radiography or X-ray, magnetic resonance imaging, ultrasound, and so on, chest radiographs are most widely used for differential diagnosis between Normal and Pneumonia. In the CAC system designs implemented in this book, a total of 200 chest radiograph images consisting of 100 Normal images and 100 Pneumonia images have been used. These chest radiographs are augmented using geometric transformations, such as rotation, translation, and flipping, to increase the size of the dataset for efficient training of the Convolutional Neural Networks (CNNs). A total of 12 experiments were conducted for the binary classification of chest radiographs into Normal and Pneumonia. It also includes in-depth implementation strategies of exhaustive experimentation carried out using transfer learning-based approaches with decision fusion, deep feature extraction, feature selection, feature dimensionality reduction, and machine learning-based classifiers for implementation of end-to-end CNN-based CAC system designs, lightweight CNN-based CAC system designs, and hybrid CAC system designs for chest radiographs. This book is a valuable resource for academicians, researchers, clinicians, postgraduate and graduate students in medical imaging, CAC, computer-aided diagnosis, computer science and engineering, electrical and electronics engineering, biomedical engineering, bioinformatics, bioengineering, and professionals from the IT industry.  English | 2021 | ISBN: 0367903725 | 189 pages | pdf | 8.19 MB Taking the postcolonial - or, more specifically, the post-apartheid - university as its focus, the book takes the violence and the trauma of the global neoliberal hegemony as its central point of reference. Following a primarily psychoanalytic line of enquiry, it engages a range of disciplines - law, philosophy, literature, gender studies, cultural studies and political economy - in order better to understand the conditions of possibility of an emancipatory, or decolonised, higher education. And this in the context of both the inter-generational transmission of the trauma of colonialism, on the one hand, and, on the other, the trauma of neoliberal subjectivity in the postcolonial university. Oriented around an important lecture by Jacqueline Rose, the volume contains contributions from world-renowned authors, such as Judith Butler and Achille Mbembe, as well as numerous legal and other theorists who share their concern with interrogating the contemporary crisis in higher education.  English | 2021 | ISBN: 1800560478 | 637 pages | True (PDF EPUB MOBI) + Code | 182.09 MB Turbocharge your marketing plans by making the leap from simple descriptive statistics in Excel to sophisticated predictive analytics with the Python programming language Key Features  English | 2021 | ISBN: 9781492092384 | 90 pages | True PDF | 5.33 MB Many enterprises are investing in a next-generation data lake, hoping to democratize data at scale to provide business insights and ultimately make automated intelligent decisions. In this practical book, author Zhamak Dehghani reveals that, despite the time, money, and effort poured into them, data warehouses and data lakes fail when applied at the scale and speed of today's organizations. A distributed data mesh is a better choice. Dehghani guides architects, technical leaders, and decision makers on their journey from monolithic big data architecture to a sociotechnical paradigm that draws from modern distributed architecture. A data mesh considers domains as a first-class concern, applies platform thinking to create self-serve data infrastructure, treats data as a product, and introduces a federated and computational model of data governance. This book shows you why and how.  English | 2021 | ISBN: B09DQXTHWQ | 70 pages | epub | 5.96 MB Are you looking for a way to grab your audience's attention and keep them engaged? If so, you'll love this.  English | 2021 | ISBN: B09CNRVPVP | 129 pages | epub | 5.89 MB If you're an anxious or stressed person, and want to know what help crystals can offer, then keep reading... A few years ago, emboldened by a few glasses of red wine, I stumbled into a crystal shop for the first time. I picked up a rock that looked interesting to me, and my whole life changed in a hundred ways. I had started my journey to becoming a crystal girl.  English | 2021 | ISBN: B09BW7RQ6N | 188 pages | epub | 26.33 MB Make delicious and easy copycat recipes from one of America's favorite restaurants TGI Fridays at home with this collection of copycat recipes! Download FREE with Kindle Unlimited!  English | 2019 | ISBN: 1138317071 | 347 pages | pdf, epub | 14.74 MB The global construction sector is infamous for high levels of injuries, accidents and fatalities, and poor health and well-being of its workforce. While this record appears in both developed and developing countries, the situation is worse in developing countries, where major spending on infrastructure development is expected. There is an urgent need to improve construction health and safety (H&S) in developing countries. The improvement calls for the development of context-specific solutions underpinned by research into challenges and related solutions. This edited volume advances the current understanding of construction H&S in developing countries by revealing context-specific issues and challenges that have hitherto not been well explored in the literature, and applying emergent H&S management approaches and practices in developing countries. Coverage includes countries from the regions of sub-Saharan Africa, Latin America, Asia and Europe. This book, which is the first compendium of research into construction H&S issues in developing countries, adds considerable insight into the field and presents innovative solutions to help address poor H&S in construction in developing nations. It is a must read for all construction professionals, researchers and practitioners interested in construction and occupational H&S, safety management, engineering management and development studies.  English | 2021 | ISBN: 1119818680 | 448 pages | True PDF | 42.29 MB AI techniques are being successfully used in the fields of health to increase the efficacy of therapies and avoid the risks of false diagnosis, therapeutic decision-making, and outcome prediction in many clinical cases, thanks to the rapid advancement of technology. The acquisition, analysis, and application of a vast amount of information required to solve complex problems is a challenge for modern health therapies. The 21 chapters in this integrate several aspects of computational intelligence like machine learning and deep learning from diversified perspectives. The purpose of the book is to endow to different communities with their innovative advances in theory, analytical approaches, numerical simulation, statistical analysis, modeling, advanced deployment, case studies, analytical results, computational structuring and significance progress in healthcare applications.  English | 2021 | ASIN : B09FHTZF35 | 148 pages | PDF, AZW3, EPUB, MOBI | 2.7 MB u have a good command of the English language. Well done. You've read Strunk and White's little book The Elements of Style. It's perfect. Is it enough ? Not quite. There remains one last obstacle to overcome: takeinto account the reader. What does he need ? Is it enough for a little knowledge and a little goodwill? The reader needs much more, for the task is difficult. It lacks everything: memory, attention, time, and sustained motivation. Ultimately, writing for a reader is about including them in your writing style, including their ignorance, fatigue, impatience, and busy schedule. To write for a reader is to understand what happens during reading: the slow heating of his thought with the rubbing of your words, the slow rise in knowledge not constructed but reconstructed in his mind. To write for a reader is to compose aarticle so as to never outrun it. |
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