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Featured resources from the ACM Learning Center
Both supervised and unsupervised machine learning techniques are at the forefront of the predictive analytics and data mining industry. Discover machine learning features and tools, and explore propensity scoring and segmentation modeling. Upon course completion, students will be able to identify key features of deep learning, distinguish between supervised and nonsupervised learning methods, and measure ensemble error rate. Additionally, they will be able to apply propensity score matching and identify key features of segmentation modeling.
This third revision of Manning's popular The Quick Python Book offers a clear, crisp updated introduction to the elegant Python programming language and its famously easy-to-read syntax. Written for programmers new to Python, this latest edition includes new exercises throughout. It covers features common to other languages concisely, while introducing Python's comprehensive standard functions library and unique features in detail.
This video brings the revolutionary machine-learning approach to life with interactive demos from the most popular Deep Learning library, TensorFlow, and its high-level API, Keras. Essential theory is whiteboarded to provide an intuitive understanding of Deep Learning’s underlying foundations, i.e., artificial neural networks. Paired with tips for overcoming common pitfalls and hands-on code run-throughs, this foundational knowledge empowers individuals with no previous understanding of neural networks to build powerful state-of-the-art Deep Learning models.
More on-demand resources from top publishers for staying ahead of the curve
ACM's Skillsoft Learning Collections feature award-winning content covering the most in-demand skills, software, and technologies for computing professionals. The total assets number 1,750+ online courses, 4,800+ eBooks, and more than 30,000 short videos. For those looking to obtain vendor certifications, Skillsoft offers significant technology-specific training toward some of the most popular and best-paid industry certifications.
ACM Professional and Student members have unlimited (DRM-free) access to more than 1,200 online books from Elsevier on the ScienceDirect platform. The titles, which span both current editions and the backlist come from Elsevier's Computer Science "Insights" library, and most are published by the venerable Morgan Kaufmannand Syngress imprints. Other notable imprints include Academic Press, Butterworth-Heinemann, Chandos Publishing, Digital Press, Elsevier Science, Newnes, North-Holland, and Woodhead Publishing.
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Why I Belong to ACM
Hear from Bryan Cantrill, vice president of engineering at Joyent, Ben Fried chief information officer at Google, and Theo Schlossnagle, OmniTI founder on why they are members of ACM.
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Communications of the ACM, ACM’s flagship publication, covers the latest discoveries, innovations, and research that are shaping the computing field. Delivered in print each month to ACM professional members, Communications brings readers in-depth stories of emerging areas of computer science, new trends in IT, and practical research applications.
ACM’s magazine written by and for practitioners is now available in mobile and desktop digital editions, and provides access to Queue content in convenient, on-the-go formats. Now it’s easier than ever to benefit from Queue’s unique perspectives on how current and emerging technologies are being applied in the field.
The most comprehensive collection of full-text articles and bibliographic records covering computing and information technology includes the complete collection of ACM's publications.