0 ratings
Mahsulot #:
103564563
Bayesian Analysis with Python: A practical guide to probabilistic modeling
87% of respondents would recommend this to a friend
Mahsulot #:
103564563
UZS 868309
Price Details
Excluding Shipping & Custom charges ( Shipping and custom charges will be calculated on checkout )
*All items will import from Buyuk Britaniya
0 ratings
Fikringizni yozing
Omborda mavjud; sotuvda mavjud
UK doʻkonidan import qilingan
QTY:
Hoziroq buyurtma bering va oling Shanba, Oktyabr 24
Secured transaction
Ubuy works hard to protect your security and privacy. Our advanced payment security system ensures confidentiality by encrypting your information during transmission using AES (Advanced Encryption Standards) and SSL (Secure Socket Layer) protocols. Your payment details are 100% secure as we do not share your payment details with third party sellers.
Our Top Logistics Partners
Fast
Shipping
Free
Return*
Secure Packaging
100% Original Products
PCI DSS Compliance
ISO 27001 Certified
Mahsulot tafsilotlari
- Learn the fundamentals of Bayesian modeling using state-of-the-art Python libraries, such as PyMC, ArviZ, Bambi, and more, guided by an experienced Bayesian modeler who contributes to these libraries.Free with your book: DRM-free PDF version + access to Packt's next-gen Reader*Key FeaturesConduct Bayesian data analysis with step-by-step guidanceGain insight into a modern, practical, and computational approach to Bayesian statistical modelingEnhance your learning with best practices through sample problems and practice exercisesPurchase of the print or Kindle book includes a free PDF eBook.Book DescriptionThe third edition of Bayesian Analysis with Python serves as an introduction to the main concepts of applied Bayesian modeling using PyMC, a state-of-the-art probabilistic programming library, and other libraries that support and facilitate modeling like ArviZ, for exploratory analysis of Bayesian models; Bambi, for flexible and easy hierarchical linear modeling; PreliZ, for prior elicitation; PyMC-BART, for flexible non-parametric regression; and Kulprit, for variable selection.In this updated edition, a brief and conceptual introduction to probability theory enhances your learning journey by introducing new topics like Bayesian additive regression trees (BART), featuring updated examples. Refined explanations, informed by feedback and experience from previous editions, underscore the book's emphasis on Bayesian statistics. You will explore various models, including hierarchical models, generalized linear models for regression and classification, mixture models, Gaussian processes, and BART, using synthetic and real datasets.By the end of this book, you’ll understand probabilistic modeling and be able to design and implement Bayesian models for data science, with a strong foundation for more advanced study.*Email sign-up and proof of purchase requiredWhat you will learnBuild probabilistic models using PyMC and BambiAnalyze and interpret probabilistic models with ArviZAcquire the skills to sanity-check models and modify them if necessaryBuild better models with prior and posterior predictive checksLearn the advantages and caveats of hierarchical modelsCompare models and choose between alternative onesInterpret results and apply your knowledge to real-world problemsExplore common models from a unified probabilistic perspectiveApply the Bayesian framework's flexibility for probabilistic thinkingWho this book is forIf you are a student, data scientist, researcher, or developer looking to get started with Bayesian data analysis and probabilistic programming, this book is for you. The book is introductory, so no previous statistical knowledge is required, although some experience in using Python and scientific libraries like NumPy is expected.Table of ContentsThinking ProbabilisticallyProgramming ProbabilisticallyHierarchical ModelsModeling with LinesComparing ModelsModeling with BambiMixture ModelsGaussian ProcessesBayesian Additive Regression TreesInference EnginesWhere to Go Next
| Publisher | Packt Publishing |
| Publication date | 31 Jan. 2024 |
| Edition | 3rd |
| Language | English |
| Print length | 394 pages |
| ISBN-10 | 1805127160 |
| ISBN-13 | 978-1805127161 |
| Item weight | 676 g |
| Dimensions | 19.05 x 2.26 x 23.5 cm |
MAHSULOT TAVSIFI
Bayesian Analysis with Python: A practical guide to probabilistic modeling
Savolingiz bormi? Biz bilan suhbatlashish
Xaridor savollari va javoblari
-
Savol:
Ubuy'dan Bayesian Analysis with Python: A practical guide to onlayn xarid qilish qanday?
Javob: Ubuy'dan Bayesian Analysis with Python: A practical guide to onlayn xarid qilish oson.. Siz shunchaki mahsulotni qidirib topishingiz, tekshirish paytida jo'natish usulini tanlashingiz va uni manzilingizga yetkazib berishingiz kerak. -
Savol:
Bayesian Analysis with Python: A practical guide to ichida onlayn xarid qilish mumkinmi?
Javob: Ha, Ubuy Uzbekistan’da ushbu mahsulot sizga mos narxda xarid qilishingiz mumkin.. Bayesian Analysis with Python: A practical guide to mahalliy hududda ishlamaydi, ammo tezkor yetkazib berish xizmatlarimizga ishonishingiz mumkin. -
Savol:
Buyurtmani joylashtirgandan keyin mahsulotni olish uchun qancha vaqt ketadi?
Javob: Buyurtma qilingan mahsulotni yetkazib berish muddati siz buyurtma bergan narsaga va siz tanlagan yetkazib berish usuliga qarab farq qiladi.. Taxminiy etkazib berish muddati to'lov jarayonida ko'rsatilgan, shuning uchun xarid qilishda ehtiyot bo'ling.
Tahririyat Sharhi
Hech qanday tahririy sharhlar topilmadi
Customer Reviews & Ratings
35 mijozlar reytingi
-
5 yulduz
77%
-
4 yulduz
13%
-
3 yulduz
10%
-
2 yulduz
0%
-
1 yulduz
0%
Ushbu mahsulot haqida fikr qoldiring
O‘z fikrlaringizni boshqa mijozlar bilan bo‘lishing
Product Price History
Muhim ma‘lumotlar
- Cheklovlar: xalqaro jo‘natiladigan mahsulotlar uchun quyidagilarga e’tibor bering: ishlab chiqaruvchining kafolati haqiqiy bo‘lmasligi mumkin; ishlab chiqaruvchining xizmat ko‘rsatish imkoniyatlari mavjud bo‘lmasligi mumkin; foydalanish va xavfsizlik bo‘yicha yo‘riqnomalar qabul qiluvchining davlat tilida bo‘lmasligi mumkin; mahsulotlar (va ularga tegishli materiallar) qabul qiluvchining mamlakati standartlari, spetsifikatsiyalari va markirovka talablariga muvofiq ishlab chiqilmasligi mumkin; va mahsulotlar qabul qiluvchining mamlakatida ishlatiladigan kuchlanishga va boshqa elektr standartlariga mos kelmasligi mumkin (adapter yoki konverterdan foydalanish kerak bo‘lishi mumkin). Qabul qiluvchi mahsulotning o‘z mamlakatiga qonuniy ravishda olib kirilishi mumkinligiga ishonch hosil qilishiga javobgardir. Ubuy yoki uning filiallaridan buyurtma berayotganda, qabul qiluvchi mas’ul importchi hisoblanadi va o‘z mamlakatining barcha qonunlari va qoidalariga rioya qilishi shart.
- Ubuy-da e’lon qilinadigan hamma mahsulotlar ham sotilavermaydi, chunki Ubuy global qidiruv tizimidir. Mahsulotlar eksport/savdo qoidalariga bo‘ysunadi.
UZS 868309
Hoziroq buyurtma bering va oling Shanba, Oktyabr 24
This item is not restrict in my country.(Please click on above link if this item is not restrict in your country, So our team will review and allow.)
QTY:
Secured transaction
PCI DSS compliant and ISO 27001:2022 certified, with encrypted payments and full buyer protection on every order.
Our Top Logistics Partners
Fastest cross-border delivery
Ubuy Assurance
Experience worry-free shopping with 100% original products, PCI DSS-compliant payment security, ISO 27001-certified data protection, the fastest cross-border delivery, free returns *, and secure packaging on every order.