{"id":40903,"date":"2024-09-18T15:54:55","date_gmt":"2024-09-18T15:54:55","guid":{"rendered":"https:\/\/express24.ir\/d\/product\/%da%a9%d8%aa%d8%a7%d8%a8-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%da%86%d8%a7%d8%a8%da%a9-%d8%a8%d8%a7-%d8%af%db%8c%d8%aa%d8%a7%d8%b1%d8%a8%d8%a7%d8%aa%d8%9b-%d8%ae\/"},"modified":"2024-09-18T12:25:39","modified_gmt":"2024-09-18T12:25:39","slug":"%da%a9%d8%aa%d8%a7%d8%a8-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%da%86%d8%a7%d8%a8%da%a9-%d8%a8%d8%a7-%d8%af%db%8c%d8%aa%d8%a7%d8%b1%d8%a8%d8%a7%d8%aa%d8%9b-%d8%ae","status":"publish","type":"product","link":"https:\/\/express24.ir\/d\/product\/%da%a9%d8%aa%d8%a7%d8%a8-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%da%86%d8%a7%d8%a8%da%a9-%d8%a8%d8%a7-%d8%af%db%8c%d8%aa%d8%a7%d8%b1%d8%a8%d8%a7%d8%aa%d8%9b-%d8%ae\/","title":{"rendered":"\u06a9\u062a\u0627\u0628 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0686\u0627\u0628\u06a9 \u0628\u0627 \u062f\u06cc\u062a\u0627\u0631\u0628\u0627\u062a\u061b \u062e\u0648\u062f\u06a9\u0627\u0631\u0633\u0627\u0632\u06cc \u0647\u0631 \u0645\u0631\u062d\u0644\u0647 \u0627\u0632 \u0686\u0631\u062e\u0647 \u0632\u0646\u062f\u06af\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u0627\u0632 \u062f\u0631\u06a9 \u0645\u0634\u06a9\u0644\u0627\u062a \u062a\u0627 \u0627\u0631\u0627\u0626\u0647 \u0627\u0631\u0632\u0634"},"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

Agile Machine Learning with DataRobot: Automate each step of the machine learning life cycle, from understanding problems to delivering value<\/h3>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n\n
\u0633\u0627\u0644 \u0627\u0646\u062a\u0634\u0627\u0631: 2021\u00a0\u00a0|\u00a0\u00a0344 \u0635\u0641\u062d\u0647\u00a0\u00a0|\u00a0\u00a0\u062d\u062c\u0645 \u0641\u0627\u06cc\u0644: 16 \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>\nBipin Chadha, Sylvester Juwe<\/td>\n<\/tr>\n
\u0646\u0627\u0634\u0631<\/td>\nPackt Publishing<\/td>\n<\/tr>\n
ISBN10:<\/td>\n1801076804<\/td>\n<\/tr>\n
ISBN13:<\/td>\n9781801076807<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u06a9\u062a\u0627\u0628<\/h2>\n
Leverage DataRobot’s enterprise AI platform and automated decision intelligence to extract business value from data
\nKey FeaturesGet well-versed with DataRobot features using real-world examples
\nUse this all-in-one platform to build, monitor, and deploy ML models for handling the entire production life cycle
\nMake use of advanced DataRobot capabilities to programmatically build and deploy a large number of ML modelsBook Description<\/p>\n

DataRobot enables data science teams to become more efficient and productive. This book helps you to address machine learning (ML) challenges with DataRobot’s enterprise platform, enabling you to extract business value from data and rapidly create commercial impact for your organization.<\/p>\n

You’ll begin by learning how to use DataRobot’s features to perform data prep and cleansing tasks automatically. The book then covers best practices for building and deploying ML models, along with challenges faced while scaling them to handle complex business problems. Moving on, you’ll perform exploratory data analysis (EDA) tasks to prepare your data to build ML models and ways to interpret results. You’ll also discover how to analyze the model’s predictions and turn them into actionable insights for business users. Next, you’ll create model documentation for internal as well as compliance purposes and learn how the model gets deployed as an API. In addition, you’ll find out how to operationalize and monitor the model’s performance. Finally, you’ll work with examples on time series forecasting, NLP, image processing, MLOps, and more using advanced DataRobot capabilities.<\/p>\n

By the end of this book, you’ll have learned to use DataRobot’s AutoML and MLOps features to scale ML model building by avoiding repetitive tasks and common errors.
\nWhat you will learn<\/p>\n

Understand and solve business problems using DataRobot
\nUse DataRobot to prepare your data and perform various data analysis tasks to start building models
\nDevelop robust ML models and assess their results correctly before deployment
\nExplore various DataRobot functions and outputs to help you understand the models and select the one that best solves the business problem
\nAnalyze a model’s predictions and turn them into actionable insights for business users
\nUnderstand how DataRobot helps in governing, deploying, and maintaining ML models<\/p>\n

Who this book is for<\/p>\n

This book is for data scientists, data analysts, and data enthusiasts looking for a practical guide to building and deploying robust machine learning models using DataRobot. Experienced data scientists will also find this book helpful for rapidly exploring, building, and deploying a broader range of models. The book assumes a basic understanding of machine learning.
\nTable of Contents<\/p>\n

What Is DataRobot and Why You Need It
\nMachine Learning Basics
\nUnderstanding and Defining Business Problems
\nPreparing Data for DataRobot
\nExploratory Data Analysis with DataRobot
\nModel Building with DataRobot
\nModel Understanding and Explainability
\nModel Scoring and Deployment
\nForecasting and Time Series Modeling
\nRecommender Systems
\nWorking with Geospatial Data, NLP, and Image Processing
\nDataRobot Python API
\nModel Governance and MLOps
\nConclusion<\/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

\u067e\u0644\u062a\u0641\u0631\u0645 AI \u0634\u0631\u06a9\u062a Datarobot \u0631\u0627 \u0627\u0647\u0631\u0645 \u0648 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0631\u0632\u0634 \u062a\u062c\u0627\u0631\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627
\n\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc<\/p>\n

\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0628\u0627 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc DataRobot \u0622\u0634\u0646\u0627 \u0634\u0648\u06cc\u062f
\n\u0627\u0632 \u0627\u06cc\u0646 \u0633\u06a9\u0648\u06cc \u0647\u0645\u0647 \u062f\u0631 \u06cc\u06a9 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u060c \u0646\u0638\u0627\u0631\u062a \u0648 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u062f\u0644 \u0647\u0627\u06cc ML \u0628\u0631\u0627\u06cc \u0631\u0633\u06cc\u062f\u06af\u06cc \u0628\u0647 \u06a9\u0644 \u0686\u0631\u062e\u0647 \u0632\u0646\u062f\u06af\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f
\n\u0627\u0632 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 DataRobot \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u06cc \u0648 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc \u0627\u0632 \u0645\u062f\u0644 \u0647\u0627\u06cc ML \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f<\/p>\n

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

DataRobot \u062a\u06cc\u0645 \u0647\u0627\u06cc \u0639\u0644\u0648\u0645 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0642\u0627\u062f\u0631 \u0645\u06cc \u0633\u0627\u0632\u062f \u062a\u0627 \u06a9\u0627\u0631\u0622\u0645\u062f\u062a\u0631 \u0648 \u062a\u0648\u0644\u06cc\u062f\u06cc \u0634\u0648\u0646\u062f.\u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628 \u0628\u0647 \u0634\u0645\u0627 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f \u062a\u0627 \u0686\u0627\u0644\u0634 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 (ML) \u0631\u0627 \u0628\u0627 \u0628\u0633\u062a\u0631 \u0633\u0627\u0632\u0645\u0627\u0646\u06cc Datarobot \u0628\u0647 \u0686\u0627\u0644\u0634 \u0628\u06a9\u0634\u06cc\u062f \u0648 \u0628\u0647 \u0634\u0645\u0627 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u0627\u0631\u0632\u0634 \u062a\u062c\u0627\u0631\u06cc \u0631\u0627 \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u06a9\u0631\u062f\u0647 \u0648 \u0628\u0647 \u0633\u0631\u0639\u062a \u062a\u0623\u062b\u06cc\u0631 \u062a\u062c\u0627\u0631\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0633\u0627\u0632\u0645\u0627\u0646 \u062e\u0648\u062f \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f.<\/p>\n

\u0634\u0645\u0627 \u0628\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u062d\u0648\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc DataRobot \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u06a9\u0627\u0631\u0647\u0627\u06cc \u0622\u0645\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0648 \u067e\u0627\u06a9\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0634\u0631\u0648\u0639 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f.\u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628 \u0633\u067e\u0633 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0634\u06cc\u0648\u0647 \u0647\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0648 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u062f\u0644 \u0647\u0627\u06cc ML \u060c \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u0686\u0627\u0644\u0634 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0647\u0646\u06af\u0627\u0645 \u0645\u0642\u06cc\u0627\u0633 \u0628\u0646\u062f\u06cc \u0622\u0646\u0647\u0627 \u0628\u0631\u0627\u06cc \u0631\u0633\u06cc\u062f\u06af\u06cc \u0628\u0647 \u0645\u0634\u06a9\u0644\u0627\u062a \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062a\u062c\u0627\u0631\u06cc \u0631\u0648\u0628\u0631\u0648 \u0627\u0633\u062a \u060c \u067e\u0648\u0634\u0634 \u0645\u06cc \u062f\u0647\u062f.\u0628\u0627 \u062d\u0631\u06a9\u062a \u060c \u0634\u0645\u0627 \u0648\u0638\u0627\u06cc\u0641 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0627\u06a9\u062a\u0634\u0627\u0641\u06cc (EDA) \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u06cc\u062f \u062a\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0645\u062f\u0644 \u0647\u0627\u06cc ML \u0648 \u0631\u0627\u0647 \u0647\u0627\u06cc \u062a\u0641\u0633\u06cc\u0631 \u0646\u062a\u0627\u06cc\u062c \u062a\u0647\u06cc\u0647 \u06a9\u0646\u06cc\u062f.\u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0646\u062d\u0648\u0647 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0647\u0627\u06cc \u0645\u062f\u0644 \u0631\u0627 \u06a9\u0634\u0641 \u06a9\u0631\u062f\u0647 \u0648 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0628\u06cc\u0646\u0634 \u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u062a\u062c\u0627\u0631\u06cc \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0646\u06cc\u062f.\u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f \u060c \u0634\u0645\u0627 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0645\u062f\u0644 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u0647\u062f\u0627\u0641 \u062f\u0627\u062e\u0644\u06cc \u0648 \u0627\u0646\u0637\u0628\u0627\u0642 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u06cc\u062f \u0648 \u06cc\u0627\u062f \u0645\u06cc \u06af\u06cc\u0631\u06cc\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0645\u062f\u0644 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 API \u0645\u0633\u062a\u0642\u0631 \u0645\u06cc \u0634\u0648\u062f.\u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646 \u060c \u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0646\u062d\u0648\u0647 \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc \u06a9\u0631\u062f\u0646 \u0648 \u0646\u0638\u0627\u0631\u062a \u0628\u0631 \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644 \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u062f.\u0633\u0631\u0627\u0646\u062c\u0627\u0645 \u060c \u0634\u0645\u0627 \u0628\u0627 \u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0633\u0631\u06cc \u0632\u0645\u0627\u0646\u06cc \u060c NLP \u060c \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u060c MLOP \u0647\u0627 \u0648 \u0645\u0648\u0627\u0631\u062f \u062f\u06cc\u06af\u0631 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 DataRobot \u06a9\u0627\u0631 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f.<\/p>\n

\u062f\u0631 \u067e\u0627\u06cc\u0627\u0646 \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628 \u060c \u0634\u0645\u0627 \u06cc\u0627\u062f \u06af\u0631\u0641\u062a\u0647 \u0627\u06cc\u062f \u06a9\u0647 \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc Automl \u0648 MLOPS DataRobot \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0628\u0627 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0627\u0632 \u0627\u0646\u062c\u0627\u0645 \u06a9\u0627\u0631\u0647\u0627\u06cc \u062a\u06a9\u0631\u0627\u0631\u06cc \u0648 \u062e\u0637\u0627\u0647\u0627\u06cc \u0631\u0627\u06cc\u062c \u060c \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc ML ML Model Model \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.
\n\u0622\u0646\u0686\u0647 \u06cc\u0627\u062f \u062e\u0648\u0627\u0647\u06cc\u062f \u06af\u0631\u0641\u062a<\/p>\n

\u0645\u0634\u06a9\u0644\u0627\u062a \u062a\u062c\u0627\u0631\u06cc \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 DataRobot \u062f\u0631\u06a9 \u0648 \u062d\u0644 \u06a9\u0646\u06cc\u062f
\n\u0628\u0631\u0627\u06cc \u0622\u0645\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0648 \u0627\u0646\u062c\u0627\u0645 \u06a9\u0627\u0631\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0633\u0627\u062e\u062a\u0645\u0627\u0646\u06cc \u0627\u0632 Datarobot \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f
\n\u0645\u062f\u0644 \u0647\u0627\u06cc ML \u0642\u0648\u06cc \u0631\u0627 \u062a\u0648\u0633\u0639\u0647 \u062f\u0627\u062f\u0647 \u0648 \u0646\u062a\u0627\u06cc\u062c \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0647 \u062f\u0631\u0633\u062a\u06cc \u0642\u0628\u0644 \u0627\u0632 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0646\u06cc\u062f
\n\u0639\u0645\u0644\u06a9\u0631\u062f\u0647\u0627 \u0648 \u062e\u0631\u0648\u062c\u06cc \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 Datarobot \u0631\u0627 \u06a9\u0627\u0648\u0634 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0628\u0647 \u0634\u0645\u0627 \u062f\u0631 \u062f\u0631\u06a9 \u0645\u062f\u0644 \u0647\u0627 \u06a9\u0645\u06a9 \u06a9\u0646\u062f \u0648 \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0648\u0627\u0631\u062f\u06cc \u0631\u0627 \u06a9\u0647 \u0628\u0647 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0648\u062c\u0647 \u0645\u0634\u06a9\u0644 \u06a9\u0633\u0628 \u0648 \u06a9\u0627\u0631 \u0631\u0627 \u062d\u0644 \u0645\u06cc \u06a9\u0646\u062f \u060c \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f
\n\u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0647\u0627\u06cc \u06cc\u06a9 \u0645\u062f\u0644 \u0631\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0631\u062f\u0647 \u0648 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0628\u06cc\u0646\u0634 \u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u062a\u062c\u0627\u0631\u06cc \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0646\u06cc\u062f
\n\u062f\u0631\u06a9 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 DataRobot \u062f\u0631 \u0645\u062f\u06cc\u0631\u06cc\u062a \u060c \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0648 \u062d\u0641\u0638 \u0645\u062f\u0644 \u0647\u0627\u06cc ML \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f<\/p>\n

\u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628 \u0628\u0631\u0627\u06cc \u0686\u0647 \u06a9\u0633\u06cc \u0627\u0633\u062a<\/p>\n

\u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628 \u0628\u0631\u0627\u06cc \u062f\u0627\u0646\u0634\u0645\u0646\u062f\u0627\u0646 \u062f\u0627\u062f\u0647 \u060c \u062a\u062d\u0644\u06cc\u0644\u06af\u0631\u0627\u0646 \u062f\u0627\u062f\u0647 \u0648 \u0639\u0644\u0627\u0642\u0647 \u0645\u0646\u062f\u0627\u0646 \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u06cc\u06a9 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0639\u0645\u0644\u06cc \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062f\u0644 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0642\u0648\u06cc \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 DataRobot \u0627\u0633\u062a.\u062f\u0627\u0646\u0634\u0645\u0646\u062f\u0627\u0646 \u062f\u0627\u062f\u0647 \u0628\u0627 \u062a\u062c\u0631\u0628\u0647 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628 \u0631\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0648\u0634 \u0633\u0631\u06cc\u0639 \u060c \u0633\u0627\u062e\u062a \u0648 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0637\u06cc\u0641 \u06af\u0633\u062a\u0631\u062f\u0647 \u062a\u0631\u06cc \u0627\u0632 \u0645\u062f\u0644 \u0647\u0627 \u0645\u06cc \u06cc\u0627\u0628\u0646\u062f.\u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628 \u062f\u0631\u06a9 \u0627\u0633\u0627\u0633\u06cc \u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0631\u0627 \u0641\u0631\u0636 \u0645\u06cc \u06a9\u0646\u062f.
\n\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/p>\n

Datarobot \u0686\u06cc\u0633\u062a \u0648 \u0686\u0631\u0627 \u0628\u0647 \u0622\u0646 \u0627\u062d\u062a\u06cc\u0627\u062c \u062f\u0627\u0631\u06cc\u062f
\n\u0645\u0628\u0627\u0646\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646
\n\u062f\u0631\u06a9 \u0648 \u062a\u0639\u0631\u06cc\u0641 \u0645\u0634\u06a9\u0644\u0627\u062a \u062a\u062c\u0627\u0631\u06cc
\n\u062a\u0647\u06cc\u0647 \u062f\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc DataRobot
\n\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0627\u06a9\u062a\u0634\u0627\u0641\u06cc \u0628\u0627 Datarobot
\n\u0633\u0627\u062e\u062a\u0645\u0627\u0646 \u0645\u062f\u0644 \u0628\u0627 Datarobot
\n\u062f\u0631\u06a9 \u0645\u062f\u0644 \u0648 \u062a\u0648\u0636\u06cc\u062d
\n\u0645\u062f\u0644 \u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc \u0648 \u0627\u0633\u062a\u0642\u0631\u0627\u0631
\n\u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0648 \u0645\u062f\u0644 \u0633\u0627\u0632\u06cc \u0633\u0631\u06cc \u0632\u0645\u0627\u0646\u06cc
\n\u0633\u06cc\u0633\u062a\u0645 \u062a\u0648\u0635\u06cc\u0647\u06af\u0631
\n\u06a9\u0627\u0631 \u0628\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062c\u063a\u0631\u0627\u0641\u06cc\u0627\u06cc\u06cc \u060c NLP \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631
\nAPI Datarobot Python
\n\u062d\u0627\u06a9\u0645\u06cc\u062a \u0645\u062f\u0644 \u0648 MLOP
\n\u0646\u062a\u06cc\u062c\u0647
\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: Agile Machine Learning with DataRobot: Automate each step of the machine learning life cycle, from […]<\/p>\n","protected":false},"featured_media":40904,"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":[291],"product_tag":[],"class_list":{"0":"post-40903","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-291","7":"pmpro-has-access","8":"desktop-align-left","9":"tablet-align-left","10":"mobile-align-left","12":"first","13":"instock","14":"shipping-taxable","15":"purchasable","16":"product-type-variable"},"yoast_head":"\n\u06a9\u062a\u0627\u0628 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0686\u0627\u0628\u06a9 \u0628\u0627 \u062f\u06cc\u062a\u0627\u0631\u0628\u0627\u062a\u061b \u062e\u0648\u062f\u06a9\u0627\u0631\u0633\u0627\u0632\u06cc \u0647\u0631 \u0645\u0631\u062d\u0644\u0647 \u0627\u0632 \u0686\u0631\u062e\u0647 \u0632\u0646\u062f\u06af\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u0627\u0632 \u062f\u0631\u06a9 \u0645\u0634\u06a9\u0644\u0627\u062a \u062a\u0627 \u0627\u0631\u0627\u0626\u0647 \u0627\u0631\u0632\u0634 - 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