- Shafin Gida /
- Littattafai /
- Kwanfuta & Fasahar ta /
- Kimiyyar Na'urar Kwanfuta /
- AI & Machine Learning /
- Intelligence & Semantics /
- Interpretable AI: Building explainable machin...
0 ratings
Lambar abu:
184017833
Interpretable AI: Building explainable machine learning systems
87% of respondents would recommend this to a friend
Lambar abu:
184017833
XOF 47400
Price Details
Excluding Shipping & Custom charges ( Shipping and custom charges will be calculated on checkout )
*All items will import from Ƙasar Amurika US
11%
0 ratings
Rubuta bita
A Stock
An shigo da shi daga kantin USA
QTY:
Abu 1 kawai ya rage a hannun jari.
Yi Oda yanzu, a samu nan da Laraba, Oktoba 21
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
Note: Step Down Voltage Transformer required for using electronics products of Ƙasar Amurika US store (110-120). Recommended power converters Saya yanzu.
Bayanin samfur
- AI doesn’t have to be a black box. These practical techniques help shine a light on your model’s mysterious inner workings. Make your AI more transparent, and you’ll improve trust in your results, combat data leakage and bias, and ensure compliance with legal requirements.In Interpretable AI, you will learn:Why AI models are hard to interpretInterpreting white box models such as linear regression, decision trees, and generalized additive modelsPartial dependence plots, LIME, SHAP and Anchors, and other techniques such as saliency mapping, network dissection, and representational learningWhat fairness is and how to mitigate bias in AI systemsImplement robust AI systems that are GDPR-compliantInterpretable AI opens up the black box of your AI models. It teaches cutting-edge techniques and best practices that can make even complex AI systems interpretable. Each method is easy to implement with just Python and open source libraries. You’ll learn to identify when you can utilize models that are inherently transparent, and how to mitigate opacity when your problem demands the power of a hard-to-interpret deep learning model.About the technologyIt’s often difficult to explain how deep learning models work, even for the data scientists who create them. Improving transparency and interpretability in machine learning models minimizes errors, reduces unintended bias, and increases trust in the outcomes. This unique book contains techniques for looking inside “black box” models, designing accountable algorithms, and understanding the factors that cause skewed results.About the bookInterpretable AI teaches you to identify the patterns your model has learned and why it produces its results. As you read, you’ll pick up algorithm-specific approaches, like interpreting regression and generalized additive models, along with tips to improve performance during training. You’ll also explore methods for interpreting complex deep learning models where some processes are not easily observable. AI transparency is a fast-moving field, and this book simplifies cutting-edge research into practical methods you can implement with Python.What's insideTechniques for interpreting AI modelsCounteract errors from bias, data leakage, and concept driftMeasuring fairness and mitigating biasBuilding GDPR-compliant AI systemsAbout the readerFor data scientists and engineers familiar with Python and machine learning.About the authorAjay Thampi is a machine learning engineer focused on responsible AI and fairness.Table of ContentsPART 1 INTERPRETABILITY BASICS1 Introduction2 White-box modelsPART 2 INTERPRETING MODEL PROCESSING3 Model-agnostic methods: Global interpretability4 Model-agnostic methods: Local interpretability5 Saliency mappingPART 3 INTERPRETING MODEL REPRESENTATIONS6 Understanding layers and units7 Understanding semantic similarityPART 4 FAIRNESS AND BIAS8 Fairness and mitigating bias9 Path to explainable AI
| Publisher | Manning |
| Publication date | July 5, 2022 |
| Language | English |
| Print length | 328 pages |
| ISBN-10 | 161729764X |
| ISBN-13 | 978-1617297649 |
| Item Weight | 1.34 pounds (610 grams) |
| Dimensions | 7.38 x 0.8 x 9.25 inches (18.7 x 2 x 23.5 cm) |
KWATANCEN ABUN
Interpretable AI: Building explainable machine learning systems
Kuna da wata tambaya? Yi taɗi da mu
Tambayoyi & Amsoshi Abokin Ciniki
-
Tambaya:
Yadda ake Siyayya Interpretable AI: Building explainable machine Kan layi Daga Ubuy?
Amsa: Yana da sauƙi don siyayya Interpretable AI: Building explainable machine akan layi daga Ubuy.. Dole ne kawai ku nemo samfurin, zaɓi hanyar jigilar kaya yayin dubawa kuma a kai shi wurin da kuke. -
Tambaya:
Ana samun Interpretable AI: Building explainable machine don siyayya akan layi a cikin Niger?
Amsa: Ee, a Ubuy Niger wannan samfurin yana samuwa gare ku don siyayya akan farashi mai ma'ana.. Ba a samun Interpretable AI: Building explainable machine a cikin gida amma kuna iya amincewa da mu da ayyukan jigilar mu na yau da kullun. -
Tambaya:
Yaya tsawon lokacin da ake ɗauka don samun samfur bayan Sanya oda?
Amsa: Lokacin isar da samfurin da aka umarce ku ya bambanta gwargwadon abin da kuka yi oda da hanyar jigilar kaya da kuka zaɓa.. An ambaci lokacin isar da kiyasin yayin aiwatar da biyan kuɗi, don haka a kula yayin sayayya.
Intelligence & Semantics Editorial Review
Ba a sami sake dubawa na edita ba
Customer Reviews & Ratings
7 Ƙimar da abokan ciniki suka bayar
-
5 Tauraruwa
82%
-
4 Tauraruwa
18%
-
3 Tauraruwa
0%
-
2 Tauraruwa
0%
-
1 Tauraruwa
0%
Yi bitar akan wannan Samfurin
Faɗan wa sauran Abokan ciniki ra'ayin ka
Product Price History
Sanarwa mai amfani
- Iyakoki: Don Abubuwan da aka yi sufurin su daga ƙasashen waje, a lura da cewa garanti ɗin mai ƙira ba lallai ya yi aiki ba; wajan neman taimakon mai ƙira ba lallai ya samu ba; kuma Littafin Sanin yanda abu yake aiki, hanyoyin tsaro da umarni ba lallai ya kasance a yaren ƙasar mai siya ba; Samfurin kaya (da sauran kayan haɗi) ba lallai ne an ƙera su a bisa tsarin ƙasar da za a kaya kayan ba, da ƙayyadaddun bayanai, ko dokar yin alama ko laƙabi; kuma ba lallai bane samfuran kayan su dace da ma'aunin wutar lantarki na voltage ɗin kasar da sauran dokokin ƙasa na wutar lantarki (wanda za'a buƙaci amfani da na'urar adafta ko na'urar canza launi idan ya dace). Mai karɓar kaya shi/ita ke da alhakin tabbatar da cewa samfurin da aka siya za'a iya shigo da shi ƙasar da za'a kai a bisa dokar ƙasar. A yayin yin oda daga Ubuy ko masu alaƙa da su, mai karɓar oda ne mai shigo da kaya, kuma dole ya/ta tabbarar da cewa ya/ta bi duka dokokin ƙasar da za'a kai kayan.
- Ba dukkan abubuwan da aka saka a kan Ubuy bane na sayar wa, don Ubuy wajen bincike ne na duk duniya. Duk wani Samfurin abu yana da dokokin shige da fice na ƙasashe da kuma dokokin siye da sayar wa.
XOF 47400
Yi Oda yanzu, a samu nan da Laraba, Oktoba 21
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:
Abu 1 kawai ya rage a hannun jari.
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.