49 Results for : workhorse
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Machine Learning in Production (eBook, ePUB)
Foundational Hands-On Skills for Succeeding with Real Data Science Projects This pragmatic book introduces both machine learning and data science, bridging gaps between data scientist and engineer, and helping you bring these techniques into production. It helps ensure that your efforts actually solve your problem, and offers unique coverage of real-world optimization in production settings. -From the Foreword by Paul Dix, series editor Machine Learning in Production is a crash course in data science and machine learning for people who need to solve real-world problems in production environments. Written for technically competent "accidental data scientists" with more curiosity and ambition than formal training, this complete and rigorous introduction stresses practice, not theory. Building on agile principles, Andrew and Adam Kelleher show how to quickly deliver significant value in production, resisting overhyped tools and unnecessary complexity. Drawing on their extensive experience, they help you ask useful questions and then execute production projects from start to finish. The authors show just how much information you can glean with straightforward queries, aggregations, and visualizations, and they teach indispensable error analysis methods to avoid costly mistakes. They turn to workhorse machine learning techniques such as linear regression, classification, clustering, and Bayesian inference, helping you choose the right algorithm for each production problem. Their concluding section on hardware, infrastructure, and distributed systems offers unique and invaluable guidance on optimization in production environments. Andrew and Adam always focus on what matters in production: solving the problems that offer the highest return on investment, using the simplest, lowest-risk approaches that work. Leverage agile principles to maximize development efficiency in production projects Learn from practical Python code examples and visualizations that bring essential algorithmic concepts to life Start with simple heuristics and improve them as your data pipeline matures Avoid bad conclusions by implementing foundational error analysis techniques Communicate your results with basic data visualization techniques Master basic machine learning techniques, starting with linear regression and random forests Perform classification and clustering on both vector and graph data Learn the basics of graphical models and Bayesian inference Understand correlation and causation in machine learning models Explore overfitting, model capacity, and other advanced machine learning techniques Make informed architectural decisions about storage, data transfer, computation, and communication Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.- Shop: buecher
- Price: 21.95 EUR excl. shipping
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Land Rover
Land Rover - 65 Years of the 4 x 4 Workhorse: ab 37.49 €- Shop: ebook.de
- Price: 37.49 EUR excl. shipping
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Coltrane's Planes and Automobiles
Robbie Coltrane, in his own unique style, tells the story of some of the greatest engines ever built. This DVD contains six episodes, each covering a different type of engine - the Imperial Steam Engine, the Workhorse Diesel, the Exhilarating Supercharger, the Laid Back V8, the Noisy, Smelly Two-stroke, and the Jet, the engine that went on to shrink the world. This is the highly-acclaimed Channel 4 Television series - A celebration of Design, Engineering and Individual Genius. ''If you want to s- Shop: odax
- Price: 15.95 EUR excl. shipping
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Strata
With influences as diverse as Steve Reich, Alan Hovhaness, Philip Glass, Brian Eno, Ludovico Einaudi, Bach, film scores, World Music and Impressionism, it is difficult to label this music. At times seriously minimalist, at others unabashedly Romantic, folksy, ambient or even new-age, the one thread tying everything together is the harp. But is this an album of harp music? Decidedly not! It is more about musical pattern, colour, texture, story-telling and atmosphere....with a harp or two or five! Seven Crows a Secret for solo harp takes it's name from a mysterious old children's rhyme in which seven crows foretell 'a secret never to be told'. Features solo harp (and a couple of cooperative crows!). Latin rhythm meets Bach in Tango Barroco for harp and Roland C-80 digital harpsichord. This instrument is featured in two pieces in this collection, and a versatile little workhorse it is, too! Michael Ethier is at the keyboard. Tinkly 'glass harp' (recorded live) gives Spiral Dance some of it's ethereal quality. It slowly swings along with multiple layered harp parts. [A glass harp is produced by rubbing a moistened finger around the rim of a wineglass partially filled with water. The amount of water in the glass dictates the pitch of the resulting eerie sound. The children of the Country Airs Harp Camp helped out with this!] The title track, strata, is a fabric of patterns and revealed melodies arising from the layering of five separate harp parts. Okavango Elephant Walk is a soundscape tribute to the animals of the Okavango Delta, Botswana. In the 17th and 18th centuries, clockwork automata were all the rage. These were basically life-sized wind-up 'toys' that could do all kinds of things, including play musical instruments! Clockwork is about a tinny mechanical harp orchestra that slowly goes slightly awry. A print by Kawase Hasui gave me the idea for Saishoin Temple in Snow, evocative and sparse in the extreme. Romantic and unapologetically emotional, Bachskinder uses a gloss for solo harp that I wrote years ago, based on one of the master's unaccompanied cello suites. Here it is given a fuller interpretation as a kind of elegy for Bach's twenty children, only half of whom survived infancy. Mandala for harp and Roland C-80 weaves circular webs of patterned and textured sound. Michael is again at the keyboard. My interest in ancient history inspired Two Ancient Dances. A threnos was an ancient Greek funerary dance, very solemn and stately. Dance for Tigi-harp seeks to evoke a very interesting instrument from ancient Mesopotamia. Consisting of a drum-shaped body strung like a harp, the tigi was also rimmed with little bells that sounded in rhythm with each pluck of a string. Silver Apples of the Moon, Golden Apples of the Sun was inspired by the poem 'Song of Wandering Aengus' by W.B. Yeats. In it, the fates of a mortal man and a faerie woman (represented by two separate musical motifs) are intertwined. Solo harp is featured. Three little sound pictures make up Nightscapes. In the first, Night Train, the many interesting effects of which the harp is capable are used to mimic the sounds of a train passing, night birds and other creatures. Moonrise over Water is an Impressionist miniature. Cancion de la Noche (Song of the Night) is a little snapshot of a street festival under the stars. The final piece in this collection, Postludium Perpetuum, is a happy little bit of perpetual motion to say 'adieu' but not 'goodbye'.- Shop: odax
- Price: 22.09 EUR excl. shipping
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The Aircraft of the Luftwaffe
From the menacing gull-winged Stuka diver bomber, through the revolutionary jet-propelled fighters such as the Messerschmitt Me-262, to the transport workhorse of the German air-force, the Ju-52, every aspect of the Luftwaffe is documented in great detail. Using real-life documentary footage from the time, discover why the German air-force was an efficient and very deadly threat to the Allied forces of World War II.- Shop: odax
- Price: 76.62 EUR excl. shipping
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MATTEL - DREAMWORKS SPIRIT Spirit American Workhorse Stallion -
Mattel Spirit American Workhorse Hengst Hellbraun,- Shop: odax
- Price: 22.45 EUR excl. shipping
