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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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A Gentle Noble's Vacation Recommendation, Volume 2
After their first successful adventure together, Lizel has officially formed a party with his guard and companion, the famous adventurer Gil.A renowned swordsman known by the moniker Single Stroke for his ability to take down any enemy with just one swipe, Gil has promised to protect Lizel as they become an official part of the adventurer's guild — and the two are already making waves!Lizel's charming personality has earned him a few friends by now, among them a young appraiser named Judge, the grandson of a rich merchant from the mercantile capital of Marcade.When he asks them to accompany him as guards on a trip to visit his grandfather, Lizel happily accepts the opportunity to sightsee and explore in such a famous country.Gil, on the other hand, is more excited about seeing if there are any super-strong monsters to fight in Marcade's Labyrinth.It's time for the newly-formed party to prove their mettle!
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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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Writing Recommendation Letters : The Discourse of Evaluation in Academic Settings
Even though reading and writing recommendation letters is one of the essential service tasks of the professorial life of academics, there are few resources to train graduate students and junior academics on how to draft a successful recommendation letter for different academic purposes.Writing Recommendation Letters draws linguistic and rhetorical principles from close to a thousand real-world examples of academic letters of recommendation.As a result, the research that informs the pedagogy is extensive, current, and highly relevant to the discourse of evaluation in academic settings with findings that have implications for genre-based writing instruction, English for Academic Purposes (EAP), and teaching of academic literacies.The authors are two experienced college professors who regularly teach graduate students and mentor young academics, so the reflection questions and instructor suggestions they provide were designed for today’s university classroom.The result is an instructive book that translates academic discourse structures and principles into accessible language, supplying authentic examples and ample writing practice. Key FeaturesReaders will learn the theoretical context that defines the genre of letters of recommendation.The book highlights the similarities and differences between the three different types of letters of recommendation: letters written for graduate admission, letters written in support of fellowship applications, and letters written to support obtaining a faculty position.Chapters on different aspects of linguistic and rhetorical features discuss presenting the applicants' credentials, highlighting the strengths of their character, accentuating and downplaying certain traits, as well as the pros and cons of boilerplate language and the use of customary frames for opening and closing. Readers will see real-world examples of actual letters of recommendation to see how seasoned faculty build the case for the applicant.
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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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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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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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Teachers Learning : Professional Development and Education
A collaborative series with the University of Cambridge Faculty of Education highlighting leading-edge research across Teacher Education, International Education Reform and Language Education. Teachers Learning focuses on continuing teacher's professional development through accounts of recent enquiries.From presenting evidence and arguments about the teacher's role and profession, knowledge and knowledge creation, other organisations in the educational landscape, issues of power, status and development, this book highlights the crucial importance and effectiveness of teachers' learning benefitting pupils and classroom learning.
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AmScope Adapter Combination - Canon Camera to AmScope RMS objective Macro Photography Recommendation
AmScope Adapter Combination - Canon Camera to AmScope RMS objective Macro Photography Recommendation
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Building Recommendation Systems in Python and Jax : Hands-On Production Systems at Scale
Implementing and designing systems that make suggestions to users are among the most popular and essential machine learning applications available.Whether you want customers to find the most appealing items at your online store, videos to enrich and entertain them, or news they need to know, recommendation systems (RecSys) provide the way. In this practical book, authors Bryan Bischof and Hector Yee illustrate the core concepts and examples to help you create a RecSys for any industry or scale.You'll learn the math, ideas, and implementation details you need to succeed.This book includes the RecSys platform components, relevant MLOps tools in your stack, plus code examples and helpful suggestions in PySpark, SparkSQL, FastAPI, Weights & Biases, and Kafka. You'll learn:The data essential for building a RecSysHow to frame your data and business as a RecSys problemWays to evaluate models appropriate for your systemMethods to implement, train, test, and deploy the model you chooseMetrics you need to track to ensure your system is working as plannedHow to improve your system as you learn more about your users, products, and business case
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Learning Curve : Lessons on Leadership, Education, and Personal Growth
Personal development is not easy. So why do so many leadership and self-help books read like an author's highlight reel?Learning Curve pushes back against conventional literature by discussing the real, behind-the-scenes challenges of a developing school leader. Blending authentic anecdotes with relevant research, Learning Curve transforms complicated life principles into useful pearls of wisdom.Whether you are looking for a few helpful ideas-or are searching for a complete mental makeover-Learning Curve serves as a practical resource for motivated, everyday school leaders.
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Search for a recommendation.
I recommend using a combination of online search engines and review websites to find recommendations for the product or service you are looking for. Look for reputable sources such as consumer reports, industry experts, and customer reviews to get a well-rounded view of the options available. Additionally, consider reaching out to friends, family, and colleagues for their personal recommendations based on their experiences. By gathering information from multiple sources, you can make a more informed decision.
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What is your recommendation?
My recommendation would be to carefully consider all the options available to you and weigh the pros and cons of each. It's important to prioritize your needs and goals when making a decision. Additionally, seeking advice from trusted sources or professionals in the field can provide valuable insights to help you make an informed choice. Ultimately, trust your instincts and choose the option that aligns best with your values and objectives.
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What is recommendation 795?
Recommendation 795 is a guideline issued by the International Labour Organization (ILO) concerning the protection of workers' personal data. It emphasizes the importance of safeguarding workers' privacy and ensuring that their personal data is collected and processed in a fair and transparent manner. The recommendation also calls for measures to be put in place to prevent the misuse of personal data and to provide workers with the necessary information and tools to exercise their data protection rights. Overall, Recommendation 795 aims to promote a safe and secure working environment where workers' personal data is respected and protected.
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What is Recommendation 798?
Recommendation 798 is a set of guidelines developed by the International Labour Organization (ILO) to promote the development and implementation of employment policies that support full, productive, and freely chosen employment for all. It emphasizes the importance of creating an enabling environment for job creation, promoting equal opportunities and treatment in employment, and ensuring social protection for all workers. Recommendation 798 also encourages member states to work towards eliminating discrimination in employment and to promote the rights of workers to organize and bargain collectively.
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