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Recommendation Engines
How companies like Amazon and Netflix know what “you might also like”: the history, technology, business, and social impact of online recommendation engines.Increasingly, our technologies are giving us better, faster, smarter, and more personal advice than our own families and best friends.Amazon already knows what kind of books and household goods you like and is more than eager to recommend more; YouTube and TikTok always have another video lined up to show you; Netflix has crunched the numbers of your viewing habits to suggest whole genres that you would enjoy.In this volume in the MIT Press's Essential Knowledge series, innovation expert Michael Schrage explains the origins, technologies, business applications, and increasing societal impact of recommendation engines, the systems that allow companies worldwide to know what products, services, and experiences “you might also like.”Schrage offers a history of recommendation that reaches back to antiquity's oracles and astrologers; recounts the academic origins and commercial evolution of recommendation engines; explains how these systems work, discussing key mathematical insights, including the impact of machine learning and deep learning algorithms; and highlights user experience design challenges.He offers brief but incisive case studies of the digital music service Spotify; ByteDance, the owner of TikTok; and the online personal stylist Stitch Fix.Finally, Schrage considers the future of technological recommenders: Will they leave us disappointed and dependent—or will they help us discover the world and ourselves in novel and serendipitous ways?
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Programming Machine Learning : From Coding to Deep Learning
You've decided to tackle machine learning - because you're job hunting, embarking on a new project, or just think self-driving cars are cool.But where to start? It's easy to be intimidated, even as a software developer.The good news is that it doesn't have to be that hard.Master machine learning by writing code one line at a time, from simple learning programs all the way to a true deep learning system.Tackle the hard topics by breaking them down so they're easier to understand, and build your confidence by getting your hands dirty.Peel away the obscurities of machine learning, starting from scratch and going all the way to deep learning.Machine learning can be intimidating, with its reliance on math and algorithms that most programmers don't encounter in their regular work.Take a hands-on approach, writing the Python code yourself, without any libraries to obscure what's really going on.Iterate on your design, and add layers of complexity as you go.Build an image recognition application from scratch with supervised learning.Predict the future with linear regression. Dive into gradient descent, a fundamental algorithm that drives most of machine learning.Create perceptrons to classify data. Build neural networks to tackle more complex and sophisticated data sets.Train and refine those networks with backpropagation and batching.Layer the neural networks, eliminate overfitting, and add convolution to transform your neural network into a true deep learning system.Start from the beginning and code your way to machine learning mastery.What You Need: The examples in this book are written in Python, but don't worry if you don't know this language: you'll pick up all the Python you need very quickly.Apart from that, you'll only need your computer, and your code-adept brain.
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A Gentle Noble's Vacation Recommendation, Volume 9
A Gentle Noble's Vacation Recommendation, Volume 9
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A Gentle Noble's Vacation Recommendation, Volume 7
A Gentle Noble's Vacation Recommendation, Volume 7
Price: 11.35 € | Shipping*: 0.00 €
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Is learning programming and software development very challenging?
Learning programming and software development can be challenging for some people, as it requires logical thinking, problem-solving skills, and attention to detail. However, with dedication, practice, and the right resources, it is definitely achievable. Breaking down complex concepts into smaller, more manageable parts and seeking help from online tutorials, courses, and communities can make the learning process easier and more enjoyable. Ultimately, the level of challenge will vary depending on the individual's background, experience, and learning style.
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Do you have a recommendation for office software?
I recommend using Microsoft Office as it offers a comprehensive suite of software including Word, Excel, and PowerPoint, which are essential for most office tasks. It also provides cloud storage and collaboration features through OneDrive and SharePoint. Additionally, it is widely used and compatible with various operating systems, making it a reliable choice for office software.
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What book-CD recommendation is there for learning Swedish?
One book-CD recommendation for learning Swedish is "Complete Swedish: The Basics" by Living Language. This comprehensive course includes a book and three audio CDs, providing learners with a well-rounded approach to language acquisition. The book covers essential vocabulary, grammar, and cultural insights, while the CDs offer audio exercises and dialogues to help improve listening and speaking skills. This resource is suitable for beginners and can help learners build a strong foundation in the Swedish language.
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Which programming languages are used in software development?
There are many programming languages used in software development, including popular languages such as Java, Python, C++, JavaScript, and Ruby. Each language has its own strengths and is used for different purposes in software development. For example, Java is commonly used for building enterprise-level applications, while Python is known for its simplicity and versatility. C++ is often used for system software and game development, while JavaScript is essential for web development. Overall, the choice of programming language depends on the specific requirements of the software being developed.
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Computing Taste : Algorithms and the Makers of Music Recommendation
Meet the people who design the algorithms that capture our musical tastes. The people who make music recommender systems have lofty goals: they want to broaden listeners’ horizons and help obscure musicians find audiences, taking advantage of the enormous catalogs offered by companies like Spotify, Apple Music, and Pandora.But for their critics, recommender systems seem to embody all the potential harms of algorithms: they flatten culture into numbers, they normalize ever-broadening data collection, and they profile their users for commercial ends.Drawing on years of ethnographic fieldwork, anthropologist Nick Seaver describes how the makers of music recommendation navigate these tensions: how product managers understand their relationship with the users they want to help and to capture; how scientists conceive of listening itself as a kind of data processing; and how engineers imagine the geography of the world of music as a space they care for and control. Computing Taste rehumanizes the algorithmic systems that shape our world, drawing attention to the people who build and maintain them.In this vividly theorized book, Seaver brings the thinking of programmers into conversation with the discipline of anthropology, opening up the cultural world of computation in a wide-ranging exploration that travels from cosmology to calculation, myth to machine learning, and captivation to care.
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Creative Recommendation Diamond Enamel Fashionable Exquisite Small Tit Brooch
Treatment process: electroplating Part Number: XZ0244 Type: Brooch Color: XZ0244-6 Little Tit, XZ0244-3 Big-bill, XZ0244-4 Spring Swallow Style classification: literary retro Applicable population: Unisex Style: Animal Brooch Function: Multifunctional Material: Alloy Style: Animal Popular elements: panda, phoenix, rabbit, lion, koi, goldfish, bat, duck, cat, crocodile, turtle, bee, auspicious elephant, conch, seahorse, butterfly, fox, hippo, starfish, bird, swan, carp, owl, cheetah, unicorn, ladybug, little dinosaur, caterpillar, tropical fish, crab, snake, nine-tailed fox, deer, strawberry bear, little monster, cicada, whale, dragonfly, dolphin, bear Style: Retro Popular element classification: animals
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Oigawa Tea Garden Tea Recommendation Fukuoka Yame Tea 100g Master's
Contents: 100g Calories: (per 100g) 0kcal Ingredients: Green tea (produced in Fukuoka prefecture) Product size (height x depth x width): 210mmx118mmx55mm
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YGL Latest Luxury Multi-Wristwatch Leather Band Gift Recommendation Men’s Watch
Complete your time with style! Feel the design and technology that surpasses the limits, and the value that does not change over time. The luxurious materials and delicate finish boast a durability that does not change even after long-term wear, and it naturally matches various styles, adding confidence anytime, anywhere. This watch will make your time shine along with your style. Band type: Band detachable Color series: Silver series Category for use: For men Material/Purity/Band Material: Leather Band Weight: 58g Main specifications: Day/Night display/Timer/Waterproof
Price: 74.29 € | Shipping*: 0.0 €
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Can you give me a book recommendation for personal development?
One book recommendation for personal development is "The 7 Habits of Highly Effective People" by Stephen Covey. This book provides practical advice on how to improve your personal and professional life by focusing on principles such as proactivity, prioritization, and effective communication. It offers valuable insights and strategies for achieving personal growth and success. Overall, it is a timeless classic that can help individuals develop a more proactive and effective mindset.
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Can you give me a book recommendation for learning Polish?
I recommend "Complete Polish" by Joanna Michalak-Gray and Leszek Kolakowski. This book provides a comprehensive guide to learning Polish, covering grammar, vocabulary, and practical phrases. It also includes exercises and audio recordings to help with pronunciation and listening skills. Overall, it is a great resource for beginners looking to learn Polish effectively.
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What is the difference between software development and programming?
Software development is a broader term that encompasses the entire process of creating software, including planning, designing, testing, and maintaining software applications. Programming, on the other hand, refers specifically to the act of writing code to instruct a computer to perform certain tasks. While programming is a key component of software development, software development involves a more comprehensive approach that includes various stages beyond just writing code.
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Can you give me a book recommendation for money and personal development?
One highly recommended book for money and personal development is "Rich Dad Poor Dad" by Robert Kiyosaki. This book provides valuable insights on financial literacy, investing, and building wealth. It also offers a different perspective on money management and challenges conventional beliefs about money. Overall, "Rich Dad Poor Dad" is a great read for anyone looking to improve their financial knowledge and mindset.
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