{"id":33989,"date":"2024-06-15T15:41:21","date_gmt":"2024-06-15T15:41:21","guid":{"rendered":"https:\/\/express24.ir\/d\/product\/%da%a9%d8%aa%d8%a7%d8%a8-%d8%b9%d9%84%d9%88%d9%85-%d9%be%db%8c%d8%b4%d8%b1%d9%81%d8%aa%d9%87-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d9%88-%d8%aa%d8%ac%d8%b2%db%8c%d9%87-%d9%88-%d8%aa%d8%ad%d9%84%db%8c\/"},"modified":"2024-06-15T12:12:28","modified_gmt":"2024-06-15T12:12:28","slug":"%da%a9%d8%aa%d8%a7%d8%a8-%d8%b9%d9%84%d9%88%d9%85-%d9%be%db%8c%d8%b4%d8%b1%d9%81%d8%aa%d9%87-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d9%88-%d8%aa%d8%ac%d8%b2%db%8c%d9%87-%d9%88-%d8%aa%d8%ad%d9%84%db%8c","status":"publish","type":"product","link":"https:\/\/express24.ir\/d\/product\/%da%a9%d8%aa%d8%a7%d8%a8-%d8%b9%d9%84%d9%88%d9%85-%d9%be%db%8c%d8%b4%d8%b1%d9%81%d8%aa%d9%87-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d9%88-%d8%aa%d8%ac%d8%b2%db%8c%d9%87-%d9%88-%d8%aa%d8%ad%d9%84%db%8c\/","title":{"rendered":"\u06a9\u062a\u0627\u0628 \u0639\u0644\u0648\u0645 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646"},"content":{"rendered":"

 <\/p>\n

\"\u062f\u0627\u0646\u0644\u0648\u062f<\/div>\n\n\n\n
\n

\u0639\u0646\u0648\u0627\u0646 \u06a9\u062a\u0627\u0628 \u0628\u0647 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc:<\/h3>\n<\/td>\n

\n

Advanced Data Science and Analytics with Python (Chapman & Hall\/CRC Data Mining and Knowledge Discovery Series)<\/h3>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n\n
\u0633\u0627\u0644 \u0627\u0646\u062a\u0634\u0627\u0631: 2020\u00a0\u00a0|\u00a0\u00a0420 \u0635\u0641\u062d\u0647\u00a0\u00a0|\u00a0\u00a0\u062d\u062c\u0645 \u0641\u0627\u06cc\u0644: 22 \u0645\u06af\u0627\u0628\u0627\u06cc\u062a\u00a0\u00a0|\u00a0\u00a0\u0632\u0628\u0627\u0646: \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n\n\n\n\n
\u0646\u0648\u06cc\u0633\u0646\u062f\u0647<\/td>\nJesus Rogel-Salazar<\/td>\n<\/tr>\n
\u0646\u0627\u0634\u0631<\/td>\nCRC Press<\/td>\n<\/tr>\n
ISBN10:<\/td>\n0429446616<\/td>\n<\/tr>\n
ISBN13:<\/td>\n9780429446610<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u06a9\u062a\u0627\u0628<\/h2>\n
\n

Advanced Data Science and Analytics with Python enables data scientists to continue developing their skills and apply them in business as well as academic settings. The subjects discussed in this book are complementary and a follow-up to the topics discussed in Data Science and Analytics with Python. The aim is to cover important advanced areas in data science using tools developed in Python such as SciKit-learn, Pandas, Numpy, Beautiful Soup, NLTK, NetworkX and others. The model development is supported by the use of frameworks such as Keras, TensorFlow and Core ML, as well as Swift for the development of iOS and MacOS applications.<\/p>\n

Features:<\/p>\n

Targets readers with a background in programming, who are interested in the tools used in data analytics and data science
\nUses Python throughout
\nPresents tools, alongside solved examples, with steps that the reader can easily reproduce and adapt to their needs
\nFocuses on the practical use of the tools rather than on lengthy explanations
\nProvides the reader with the opportunity to use the book whenever needed rather than following a sequential path<\/p>\n

The book can be read independently from the previous volume and each of the chapters in this volume is sufficiently independent from the others, providing flexibility for the reader. Each of the topics addressed in the book tackles the data science workflow from a practical perspective, concentrating on the process and results obtained. The implementation and deployment of trained models are central to the book.<\/p>\n

Time series analysis, natural language processing, topic modelling, social network analysis, neural networks and deep learning are comprehensively covered. The book discusses the need to develop data products and addresses the subject of bringing models to their intended audiences \u2013 in this case, literally to the users\u2019 fingertips in the form of an iPhone app.<\/p>\n

About the Author<\/p>\n

Dr. Jes\u00fas Rogel-Salazar is a lead data scientist in the field, working for companies such as Tympa Health Technologies, Barclays, AKQA, IBM Data Science Studio and Dow Jones. He is a visiting researcher at the Department of Physics at Imperial College London, UK and a member of the School of Physics, Astronomy and Mathematics at the University of Hertfordshire, UK.<\/p>\n<\/div>\n

\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u06a9\u062a\u0627\u0628 \u0628\u0647 \u0641\u0627\u0631\u0633\u06cc (\u062a\u0631\u062c\u0645\u0647 \u0645\u0627\u0634\u06cc\u0646\u06cc)<\/h2>\n

\u0639\u0644\u0648\u0645 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u060c \u062f\u0627\u0646\u0634\u0645\u0646\u062f\u0627\u0646 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0642\u0627\u062f\u0631 \u0645\u06cc \u0633\u0627\u0632\u062f \u062a\u0627 \u0645\u0647\u0627\u0631\u062a \u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0627\u062f\u0627\u0645\u0647 \u062f\u0627\u062f\u0647 \u0648 \u0622\u0646\u0647\u0627 \u0631\u0627 \u062f\u0631 \u062a\u062c\u0627\u0631\u062a \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u062f\u0627\u0646\u0634\u06af\u0627\u0647\u06cc \u0628\u0647 \u06a9\u0627\u0631 \u06af\u06cc\u0631\u0646\u062f.\u0645\u0648\u0636\u0648\u0639\u0627\u062a \u0645\u0648\u0631\u062f \u0628\u062d\u062b \u062f\u0631 \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628 \u0645\u06a9\u0645\u0644 \u0648 \u067e\u06cc\u06af\u06cc\u0631\u06cc \u0645\u0628\u0627\u062d\u062b \u0645\u0648\u0631\u062f \u0628\u062d\u062b \u062f\u0631 \u0639\u0644\u0648\u0645 \u062f\u0627\u062f\u0647 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a.\u0647\u062f\u0641 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a\u0647 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0645\u0627\u0646\u0646\u062f Scikit-Learn \u060c Pandas \u060c Numpy \u060c \u0633\u0648\u067e \u0632\u06cc\u0628\u0627 \u060c NLTK \u060c NetworkX \u0648 \u062f\u06cc\u06af\u0631\u0627\u0646 \u060c \u0632\u0645\u06cc\u0646\u0647 \u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0645\u0647\u0645 \u062f\u0631 \u0639\u0644\u0648\u0645 \u062f\u0627\u062f\u0647 \u0631\u0627 \u067e\u0648\u0634\u0634 \u062f\u0647\u06cc\u0645.\u062a\u0648\u0633\u0639\u0647 \u0645\u062f\u0644 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0686\u0627\u0631\u0686\u0648\u0628 \u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f Keras \u060c Tensorflow \u0648 Core ML \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 Swift \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc iOS \u0648 MACOS \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u0634\u0648\u062f.<\/p>\n

\u0627\u0645\u06a9\u0627\u0646\u0627\u062a:<\/p>\n

\u062e\u0648\u0627\u0646\u0646\u062f\u06af\u0627\u0646 \u0631\u0627 \u0628\u0627 \u0633\u0627\u0628\u0642\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u060c \u06a9\u0647 \u0628\u0647 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062f\u0631 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u0639\u0644\u0648\u0645 \u062f\u0627\u062f\u0647 \u0639\u0644\u0627\u0642\u0647 \u0645\u0646\u062f \u0647\u0633\u062a\u0646\u062f \u060c \u0647\u062f\u0641 \u0642\u0631\u0627\u0631 \u0645\u06cc \u062f\u0647\u062f
\n\u062f\u0631 \u0633\u0631\u0627\u0633\u0631 \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f
\n\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u0631\u0627 \u062f\u0631 \u06a9\u0646\u0627\u0631 \u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc \u062d\u0644 \u0634\u062f\u0647 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f \u060c \u0628\u0627 \u0645\u0631\u0627\u062d\u0644\u06cc \u06a9\u0647 \u062e\u0648\u0627\u0646\u0646\u062f\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0628\u0627 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u062e\u0648\u062f \u062a\u0648\u0644\u06cc\u062f \u0648 \u0633\u0627\u0632\u06af\u0627\u0631 \u0634\u0648\u062f
\n\u062a\u0645\u0631\u06a9\u0632 \u0628\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0639\u0645\u0644\u06cc \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0628\u0647 \u062c\u0627\u06cc \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0637\u0648\u0644\u0627\u0646\u06cc
\n\u0628\u0647 \u062e\u0648\u0627\u0646\u0646\u062f\u0647 \u0627\u0645\u06a9\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u062a\u0627\u0628 \u0631\u0627 \u062f\u0631 \u0647\u0631 \u0632\u0645\u0627\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062c\u0627\u06cc \u062f\u0646\u0628\u0627\u0644 \u06a9\u0631\u062f\u0646 \u06cc\u06a9 \u0645\u0633\u06cc\u0631 \u067e\u06cc \u062f\u0631 \u067e\u06cc \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u062e\u0648\u0627\u0646\u0646\u062f\u0647 \u0642\u0631\u0627\u0631 \u0645\u06cc \u062f\u0647\u062f<\/p>\n

\u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0633\u062a\u0642\u0644 \u0627\u0632 \u062d\u062c\u0645 \u0642\u0628\u0644\u06cc \u062e\u0648\u0627\u0646\u062f \u0648 \u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u0641\u0635\u0644 \u0647\u0627\u06cc \u0627\u06cc\u0646 \u062c\u0644\u062f \u0628\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u06a9\u0627\u0641\u06cc \u0645\u0633\u062a\u0642\u0644 \u0627\u0632 \u0633\u0627\u06cc\u0631\u06cc\u0646 \u0627\u0633\u062a \u0648 \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u0646\u062f\u0647 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f.\u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u0645\u0628\u0627\u062d\u062b \u0645\u0648\u0631\u062f \u062a\u0648\u062c\u0647 \u062f\u0631 \u06a9\u062a\u0627\u0628 \u060c \u0627\u0632 \u062f\u06cc\u062f\u06af\u0627\u0647 \u0639\u0645\u0644\u06cc \u060c \u0628\u0627 \u062a\u0645\u0631\u06a9\u0632 \u0628\u0631 \u0631\u0648\u0646\u062f \u0648 \u0646\u062a\u0627\u06cc\u062c \u0628\u0647 \u062f\u0633\u062a \u0622\u0645\u062f\u0647 \u060c \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0639\u0644\u0648\u0645 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0628\u0631\u0637\u0631\u0641 \u0645\u06cc \u06a9\u0646\u062f.\u0627\u062c\u0631\u0627\u06cc \u0648 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647 \u0628\u0631\u0627\u06cc \u06a9\u062a\u0627\u0628 \u0645\u0647\u0645 \u0627\u0633\u062a.<\/p>\n

\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0633\u0631\u06cc \u0632\u0645\u0627\u0646\u06cc \u060c \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u060c \u0645\u062f\u0644 \u0633\u0627\u0632\u06cc \u0645\u0648\u0636\u0648\u0639 \u060c \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0627\u062c\u062a\u0645\u0627\u0639\u06cc \u060c \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0628\u0647 \u0637\u0648\u0631 \u062c\u0627\u0645\u0639 \u062a\u062d\u062a \u067e\u0648\u0634\u0634 \u0642\u0631\u0627\u0631 \u0645\u06cc \u06af\u06cc\u0631\u0646\u062f.\u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628 \u062f\u0631 \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062a\u0648\u0633\u0639\u0647 \u0645\u062d\u0635\u0648\u0644\u0627\u062a \u062f\u0627\u062f\u0647 \u0648 \u0645\u0648\u0636\u0648\u0639 \u0622\u0648\u0631\u062f\u0646 \u0645\u062f\u0644 \u0647\u0627 \u0628\u0647 \u0645\u062e\u0627\u0637\u0628\u0627\u0646 \u0645\u0648\u0631\u062f \u0646\u0638\u0631 \u062e\u0648\u062f \u0628\u062d\u062b \u0645\u06cc \u06a9\u0646\u062f – \u062f\u0631 \u0627\u06cc\u0646 \u062d\u0627\u0644\u062a \u060c \u0628\u0647 \u0645\u0639\u0646\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u06a9\u0644\u0645\u0647 \u060c \u0628\u0647 \u0646\u0648\u06a9 \u0627\u0646\u06af\u0634\u062a\u0627\u0646 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u062f\u0631 \u0642\u0627\u0644\u0628 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0622\u06cc\u0641\u0648\u0646.<\/p>\n

\u062f\u0631\u0628\u0627\u0631\u0647 \u0646\u0648\u06cc\u0633\u0646\u062f\u0647<\/p>\n

\u062f\u06a9\u062a\u0631 Jes\u00fas Rogel-Salazar \u06cc\u06a9 \u062f\u0627\u0646\u0634\u0645\u0646\u062f \u062f\u0627\u062f\u0647 \u0627\u0635\u0644\u06cc \u062f\u0631 \u0627\u06cc\u0646 \u0632\u0645\u06cc\u0646\u0647 \u0627\u0633\u062a \u0648 \u0628\u0631\u0627\u06cc \u0634\u0631\u06a9\u062a \u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f Tympa Health Technologies \u060c Barclays \u060c AKQA \u060c IBM Data Science Studio \u0648 \u062f\u0627\u0648 \u062c\u0648\u0646\u0632 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f.\u0648\u06cc \u06cc\u06a9 \u0645\u062d\u0642\u0642 \u0628\u0627\u0632\u062f\u06cc\u062f \u06a9\u0646\u0646\u062f\u0647 \u062f\u0631 \u06af\u0631\u0648\u0647 \u0641\u06cc\u0632\u06cc\u06a9 \u06a9\u0627\u0644\u062c \u0627\u0645\u067e\u0631\u06cc\u0627\u0644 \u0644\u0646\u062f\u0646 \u060c \u0627\u0646\u06af\u0644\u06cc\u0633 \u0648 \u0639\u0636\u0648 \u062f\u0627\u0646\u0634\u06a9\u062f\u0647 \u0641\u06cc\u0632\u06cc\u06a9 \u060c \u0646\u062c\u0648\u0645 \u0648 \u0631\u06cc\u0627\u0636\u06cc\u0627\u062a \u062f\u0631 \u062f\u0627\u0646\u0634\u06af\u0627\u0647 \u0647\u0631\u062a\u0641\u0648\u0631\u062f\u0634\u0627\u06cc\u0631 \u060c \u0627\u0646\u06af\u0644\u0633\u062a\u0627\u0646 \u0627\u0633\u062a.
\n
\r\n\r\n\t\r\n\t\t\r\n\t\t\r\n\t\t\r\n\t\t\r\n\t\t\r\n\t\t
\r\n\t\t\t\r\n\u062a\u0648\u062c\u0647 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u0645\u062d\u0635\u0648\u0644 \u0628\u0647 \u0635\u0648\u0631\u062a \u0641\u0627\u06cc\u0644 \u062f\u0627\u0646\u0644\u0648\u062f\u06cc \u0627\u0633\u062a \u0648 \u0646\u0647 \u06a9\u062a\u0627\u0628 \u06a9\u0627\u063a\u0630\u06cc.\r\n\r\n\t\t<\/td>\r\n\t<\/tr>\r\n\r\n\t\t
\r\n\t\t\t\r\n\u0628\u0647 \u0647\u0646\u06af\u0627\u0645 \u062e\u0631\u06cc\u062f \u0628\u0647 \u0632\u0628\u0627\u0646 \u062f\u0631\u062c \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u06a9\u062a\u0627\u0628 \u062d\u062a\u0645\u0627 \u062a\u0648\u062c\u0647 \u06a9\u0646\u06cc\u062f. \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u0639\u0645\u0648\u0644 \u062f\u0631 \u0627\u06a9\u062b\u0631 \u0645\u0648\u0627\u0631\u062f \u0632\u0628\u0627\u0646 \u06a9\u062a\u0627\u0628 \u0641\u0627\u0631\u0633\u06cc \u0646\u06cc\u0633\u062a.\r\n\r\n\t\t<\/td>\r\n\t<\/tr>\t\r\n\r\n\t\t\t
\r\n\t\t\t\r\n\u062f\u0631 \u0635\u0648\u0631\u062a \u0647\u0631\u06af\u0648\u0646\u0647 \u0645\u0634\u06a9\u0644 \u062f\u0631 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u062a\u0627\u0628 \u0628\u0647 \u0634\u0645\u0627\u0631\u0647 09395106248 \u067e\u06cc\u0627\u0645\u06a9 \u062f\u0647\u06cc\u062f. \r\n\t\t<\/td>\r\n\t<\/tr>\t\r\n\t\r\n\t\t\t
\r\n\t\t\t\r\n\u062f\u0631\u062c \u0634\u0645\u0627\u0631\u0647 \u0645\u0648\u0628\u0627\u06cc\u0644 \u0628\u0631\u0627\u06cc \u0633\u0641\u0627\u0631\u0634 \u0636\u0631\u0648\u0631\u06cc \u0646\u06cc\u0633\u062a \u0648\u0644\u06cc \u062a\u0631\u062c\u06cc\u062d \u0622\u0646 \u0627\u0633\u062a \u062f\u0631\u062c \u06af\u0631\u062f\u062f \u062a\u0627 \u062f\u0631 \u0635\u0648\u0631\u062a \u0628\u0631\u0648\u0632 \u0645\u0634\u06a9\u0644 \u0627\u0648\u0644\u06cc\u0646 \u0631\u0627\u0647 \u0627\u0631\u062a\u0628\u0627\u0637\u06cc \u0645\u0627 \u0628\u0627 \u0634\u0645\u0627 \u0628\u0627\u0634\u062f.\r\n\t\t<\/td>\r\n\t<\/tr>\r\n\t\r\n\t
\r\n\t\t\t\r\n\t\t\t\u0686\u0646\u0627\u0646\u0686\u0647 \u062f\u0631 \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u062d\u0635\u0648\u0644 \u0628\u0647 \u0647\u0631 \u062f\u0644\u06cc\u0644\u06cc \u0628\u0627 \u0645\u0634\u06a9\u0644 \u0631\u0648\u0628\u0631\u0648 \u0634\u062f\u06cc\u062f \u0648 \u0645\u0637\u0645\u0626\u0646 \u0627\u0632 \u067e\u0631\u062f\u0627\u062e\u062a \u0645\u0648\u0641\u0642 \u0648\u062c\u0647 \u0647\u0633\u062a\u06cc\u062f \u0628\u0647 \u0634\u0645\u0627\u0631\u0647 \u062a\u0645\u0627\u0633 \u0632\u06cc\u0631 \u0646\u0627\u0645\u060c \u0646\u0627\u0645 \u062e\u0627\u0646\u0648\u0627\u062f\u06af\u06cc \u0648 \u0646\u0627\u0645 \u0645\u062d\u0635\u0648\u0644 \u0631\u0627 \u067e\u06cc\u0627\u0645\u06a9 \u0628\u0632\u0646\u06cc\u062f \u062a\u0627 \u0644\u06cc\u0646\u06a9 \u0645\u062d\u0635\u0648\u0644 \u0633\u0631\u06cc\u0639\u0627 \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u0627\u0631\u0633\u0627\u0644 \u06af\u0631\u062f\u062f.\r\n\t\t\t

\r\n\t\t\t\u0634\u0645\u0627\u0631\u0647 \u062a\u0645\u0627\u0633: 09395106248 \r\n\r\n\t\t<\/td>\r\n\t<\/tr>\r\n\t\r\n<\/table>\r\n
\r\n\r\n<\/p>\n","protected":false},"excerpt":{"rendered":"

  \u0639\u0646\u0648\u0627\u0646 \u06a9\u062a\u0627\u0628 \u0628\u0647 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc: Advanced Data Science and Analytics with Python (Chapman & Hall\/CRC Data Mining and Knowledge Discovery […]<\/p>\n","protected":false},"featured_media":33990,"comment_status":"open","ping_status":"closed","template":"","meta":{"pmpro_default_level":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}}},"product_cat":[196,251,728],"product_tag":[],"class_list":{"0":"post-33989","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-196","7":"product_cat-251","8":"product_cat-728","9":"pmpro-has-access","10":"desktop-align-left","11":"tablet-align-left","12":"mobile-align-left","14":"first","15":"instock","16":"shipping-taxable","17":"purchasable","18":"product-type-variable"},"yoast_head":"\n\u06a9\u062a\u0627\u0628 \u0639\u0644\u0648\u0645 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/express24.ir\/d\/product\/\u06a9\u062a\u0627\u0628-\u0639\u0644\u0648\u0645-\u067e\u06cc\u0634\u0631\u0641\u062a\u0647-\u062f\u0627\u062f\u0647-\u0647\u0627-\u0648-\u062a\u062c\u0632\u06cc\u0647-\u0648-\u062a\u062d\u0644\u06cc\/\" \/>\n<meta property=\"og:locale\" content=\"fa_IR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u06a9\u062a\u0627\u0628 \u0639\u0644\u0648\u0645 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633\" \/>\n<meta property=\"og:description\" content=\"  \u0639\u0646\u0648\u0627\u0646 \u06a9\u062a\u0627\u0628 \u0628\u0647 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc: Advanced Data Science and Analytics with Python (Chapman & Hall\/CRC Data Mining and Knowledge Discovery […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/express24.ir\/d\/product\/\u06a9\u062a\u0627\u0628-\u0639\u0644\u0648\u0645-\u067e\u06cc\u0634\u0631\u0641\u062a\u0647-\u062f\u0627\u062f\u0647-\u0647\u0627-\u0648-\u062a\u062c\u0632\u06cc\u0647-\u0648-\u062a\u062d\u0644\u06cc\/\" \/>\n<meta property=\"og:site_name\" content=\"\u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633\" \/>\n<meta property=\"article:modified_time\" content=\"2024-06-15T12:12:28+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/express24.ir\/d\/wp-content\/uploads\/2024\/06\/9780429446610.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"250\" \/>\n\t<meta property=\"og:image:height\" content=\"309\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u0632\u0645\u0627\u0646 \u062a\u0642\u0631\u06cc\u0628\u06cc \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646\" \/>\n\t<meta name=\"twitter:data1\" content=\"5 \u062f\u0642\u06cc\u0642\u0647\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/express24.ir\/d\/product\/%da%a9%d8%aa%d8%a7%d8%a8-%d8%b9%d9%84%d9%88%d9%85-%d9%be%db%8c%d8%b4%d8%b1%d9%81%d8%aa%d9%87-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d9%88-%d8%aa%d8%ac%d8%b2%db%8c%d9%87-%d9%88-%d8%aa%d8%ad%d9%84%db%8c\/\",\"url\":\"https:\/\/express24.ir\/d\/product\/%da%a9%d8%aa%d8%a7%d8%a8-%d8%b9%d9%84%d9%88%d9%85-%d9%be%db%8c%d8%b4%d8%b1%d9%81%d8%aa%d9%87-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d9%88-%d8%aa%d8%ac%d8%b2%db%8c%d9%87-%d9%88-%d8%aa%d8%ad%d9%84%db%8c\/\",\"name\":\"\u06a9\u062a\u0627\u0628 \u0639\u0644\u0648\u0645 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633\",\"isPartOf\":{\"@id\":\"https:\/\/express24.ir\/d\/#website\"},\"datePublished\":\"2024-06-15T15:41:21+00:00\",\"dateModified\":\"2024-06-15T12:12:28+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/express24.ir\/d\/product\/%da%a9%d8%aa%d8%a7%d8%a8-%d8%b9%d9%84%d9%88%d9%85-%d9%be%db%8c%d8%b4%d8%b1%d9%81%d8%aa%d9%87-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d9%88-%d8%aa%d8%ac%d8%b2%db%8c%d9%87-%d9%88-%d8%aa%d8%ad%d9%84%db%8c\/#breadcrumb\"},\"inLanguage\":\"fa-IR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/express24.ir\/d\/product\/%da%a9%d8%aa%d8%a7%d8%a8-%d8%b9%d9%84%d9%88%d9%85-%d9%be%db%8c%d8%b4%d8%b1%d9%81%d8%aa%d9%87-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d9%88-%d8%aa%d8%ac%d8%b2%db%8c%d9%87-%d9%88-%d8%aa%d8%ad%d9%84%db%8c\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/express24.ir\/d\/product\/%da%a9%d8%aa%d8%a7%d8%a8-%d8%b9%d9%84%d9%88%d9%85-%d9%be%db%8c%d8%b4%d8%b1%d9%81%d8%aa%d9%87-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d9%88-%d8%aa%d8%ac%d8%b2%db%8c%d9%87-%d9%88-%d8%aa%d8%ad%d9%84%db%8c\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u062e\u0627\u0646\u0647\",\"item\":\"https:\/\/express24.ir\/d\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u0641\u0631\u0648\u0634\u06af\u0627\u0647\",\"item\":\"https:\/\/express24.ir\/d\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"\u06a9\u062a\u0627\u0628 \u0639\u0644\u0648\u0645 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/express24.ir\/d\/#website\",\"url\":\"https:\/\/express24.ir\/d\/\",\"name\":\"\u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/express24.ir\/d\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"fa-IR\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u06a9\u062a\u0627\u0628 \u0639\u0644\u0648\u0645 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/express24.ir\/d\/product\/\u06a9\u062a\u0627\u0628-\u0639\u0644\u0648\u0645-\u067e\u06cc\u0634\u0631\u0641\u062a\u0647-\u062f\u0627\u062f\u0647-\u0647\u0627-\u0648-\u062a\u062c\u0632\u06cc\u0647-\u0648-\u062a\u062d\u0644\u06cc\/","og_locale":"fa_IR","og_type":"article","og_title":"\u06a9\u062a\u0627\u0628 \u0639\u0644\u0648\u0645 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633","og_description":"  \u0639\u0646\u0648\u0627\u0646 \u06a9\u062a\u0627\u0628 \u0628\u0647 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc: Advanced Data Science and Analytics with Python (Chapman & Hall\/CRC Data Mining and Knowledge Discovery […]","og_url":"https:\/\/express24.ir\/d\/product\/\u06a9\u062a\u0627\u0628-\u0639\u0644\u0648\u0645-\u067e\u06cc\u0634\u0631\u0641\u062a\u0647-\u062f\u0627\u062f\u0647-\u0647\u0627-\u0648-\u062a\u062c\u0632\u06cc\u0647-\u0648-\u062a\u062d\u0644\u06cc\/","og_site_name":"\u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633","article_modified_time":"2024-06-15T12:12:28+00:00","og_image":[{"width":250,"height":309,"url":"https:\/\/express24.ir\/d\/wp-content\/uploads\/2024\/06\/9780429446610.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"\u0632\u0645\u0627\u0646 \u062a\u0642\u0631\u06cc\u0628\u06cc \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646":"5 \u062f\u0642\u06cc\u0642\u0647"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/express24.ir\/d\/product\/%da%a9%d8%aa%d8%a7%d8%a8-%d8%b9%d9%84%d9%88%d9%85-%d9%be%db%8c%d8%b4%d8%b1%d9%81%d8%aa%d9%87-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d9%88-%d8%aa%d8%ac%d8%b2%db%8c%d9%87-%d9%88-%d8%aa%d8%ad%d9%84%db%8c\/","url":"https:\/\/express24.ir\/d\/product\/%da%a9%d8%aa%d8%a7%d8%a8-%d8%b9%d9%84%d9%88%d9%85-%d9%be%db%8c%d8%b4%d8%b1%d9%81%d8%aa%d9%87-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d9%88-%d8%aa%d8%ac%d8%b2%db%8c%d9%87-%d9%88-%d8%aa%d8%ad%d9%84%db%8c\/","name":"\u06a9\u062a\u0627\u0628 \u0639\u0644\u0648\u0645 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633","isPartOf":{"@id":"https:\/\/express24.ir\/d\/#website"},"datePublished":"2024-06-15T15:41:21+00:00","dateModified":"2024-06-15T12:12:28+00:00","breadcrumb":{"@id":"https:\/\/express24.ir\/d\/product\/%da%a9%d8%aa%d8%a7%d8%a8-%d8%b9%d9%84%d9%88%d9%85-%d9%be%db%8c%d8%b4%d8%b1%d9%81%d8%aa%d9%87-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d9%88-%d8%aa%d8%ac%d8%b2%db%8c%d9%87-%d9%88-%d8%aa%d8%ad%d9%84%db%8c\/#breadcrumb"},"inLanguage":"fa-IR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/express24.ir\/d\/product\/%da%a9%d8%aa%d8%a7%d8%a8-%d8%b9%d9%84%d9%88%d9%85-%d9%be%db%8c%d8%b4%d8%b1%d9%81%d8%aa%d9%87-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d9%88-%d8%aa%d8%ac%d8%b2%db%8c%d9%87-%d9%88-%d8%aa%d8%ad%d9%84%db%8c\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/express24.ir\/d\/product\/%da%a9%d8%aa%d8%a7%d8%a8-%d8%b9%d9%84%d9%88%d9%85-%d9%be%db%8c%d8%b4%d8%b1%d9%81%d8%aa%d9%87-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d9%88-%d8%aa%d8%ac%d8%b2%db%8c%d9%87-%d9%88-%d8%aa%d8%ad%d9%84%db%8c\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u062e\u0627\u0646\u0647","item":"https:\/\/express24.ir\/d\/"},{"@type":"ListItem","position":2,"name":"\u0641\u0631\u0648\u0634\u06af\u0627\u0647","item":"https:\/\/express24.ir\/d\/"},{"@type":"ListItem","position":3,"name":"\u06a9\u062a\u0627\u0628 \u0639\u0644\u0648\u0645 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646"}]},{"@type":"WebSite","@id":"https:\/\/express24.ir\/d\/#website","url":"https:\/\/express24.ir\/d\/","name":"\u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/express24.ir\/d\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"fa-IR"}]}},"_links":{"self":[{"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/product\/33989","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/product"}],"about":[{"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/types\/product"}],"replies":[{"embeddable":true,"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/comments?post=33989"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/media\/33990"}],"wp:attachment":[{"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/media?parent=33989"}],"wp:term":[{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/product_cat?post=33989"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/product_tag?post=33989"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}