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Deep Learning with MXNet Cookbook

Discover an extensive collection of recipes for creating and implementing AI models on MXNet

par Andrés P. Torres ...

Gain practical, recipe-based insights into the world of deep learning using Apache MXNet for flexible and efficient research prototyping, training, and deployment to productionKey FeaturesCreate scalable deep learning applications using MXNet products with step-by-step tutorialsImplement tasks such as transfer learning, transformers, and more with the required speed and scalabilityAnalyze model ... En savoir plus

$38.15 CAD ou Gratuit avec Kobo Plus

Gain practical, recipe-based insights into the world of deep learning using Apache MXNet for flexible and efficient research prototyping, training, and deployment to productionKey FeaturesCreate scalable deep learning applications using MXNet products with step-by-step tutorialsImplement tasks such as transfer learning, transformers, and more with the required speed and scalabilityAnalyze model
... En savoir plus
Mastering MongoDB 7.0

Achieve data excellence by unlocking the full potential of MongoDB

par Marko Aleksendrić, Arek Borucki, Leandro Domingues, Malak Abu Hammad, Elie Hannouch, Rajesh Nair, Rachelle Palmer ...

Gain MongoDB expertise and discover advanced queries and Atlas insights with this ultimate guide to version 7.0Key FeaturesEnhance your proficiency in advanced queries, aggregation, and optimized indexing to achieve peak MongoDB performanceMonitor, back up, and integrate applications effortlessly with MongoDB AtlasImplement security thorough RBAC, auditing, and encryption to ensure comprehensive ... En savoir plus

$69.11 CAD ou Gratuit avec Kobo Plus

Gain MongoDB expertise and discover advanced queries and Atlas insights with this ultimate guide to version 7.0Key FeaturesEnhance your proficiency in advanced queries, aggregation, and optimized indexing to achieve peak MongoDB performanceMonitor, back up, and integrate applications effortlessly with MongoDB AtlasImplement security thorough RBAC, auditing, and encryption to ensure comprehensive
... En savoir plus
Extending Power BI with Python and R

Perform advanced analysis using the power of analytical languages

par Luca Zavarella ...

Ingest, transform, manipulate, and visualize your data beyond Power BI's capabilities. Purchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesDiscover best practices for using Python and R in Power BI by implementing non-trivial codeEnrich your Power BI dashboards using external APIs and machine learning modelsCreate any visualization, as complex as you want, using ... En savoir plus

$42.47 CAD ou Gratuit avec Kobo Plus

Ingest, transform, manipulate, and visualize your data beyond Power BI's capabilities. Purchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesDiscover best practices for using Python and R in Power BI by implementing non-trivial codeEnrich your Power BI dashboards using external APIs and machine learning modelsCreate any visualization, as complex as you want, using
... En savoir plus
Data-Centric Machine Learning with Python

The ultimate guide to engineering and deploying high-quality models based on good data

par Jonas Christensen, Nakul Bajaj, Manmohan Gosada ...

Join the data-centric revolution and master the concepts, techniques, and algorithms shaping the future of AI and ML development, using PythonKey FeaturesGrasp the principles of data centricity and apply them to real-world scenariosGain experience with quality data collection, labeling, and synthetic data creation using PythonDevelop essential skills for building reliable, responsible, and ethical ... En savoir plus

$38.15 CAD ou Gratuit avec Kobo Plus

Join the data-centric revolution and master the concepts, techniques, and algorithms shaping the future of AI and ML development, using PythonKey FeaturesGrasp the principles of data centricity and apply them to real-world scenariosGain experience with quality data collection, labeling, and synthetic data creation using PythonDevelop essential skills for building reliable, responsible, and ethical
... En savoir plus
Data Analytics with SAS

Explore your data and get actionable insights with the power of SAS (English Edition)

par Nishant Sidana ...

Data Analytics with SAS is an attempt to learn concepts of Data Analytics with SAS tool. Starting with the fundamentals, the book introduces you to SAS by explaining its architecture, components, libraries and graphical user interface. It then delves into abilities like manipulating and exploring data, where both basic and advanced techniques are covered.The book outlines concepts and functions ... En savoir plus

$19.70 CAD ou Gratuit avec Kobo Plus

Data Analytics with SAS is an attempt to learn concepts of Data Analytics with SAS tool. Starting with the fundamentals, the book introduces you to SAS by explaining its architecture, components, libraries and graphical user interface. It then delves into abilities like manipulating and exploring data, where both basic and advanced techniques are covered.The book outlines concepts and functions
... En savoir plus
Mastering MLOps Architecture: From Code to Deployment

Manage the production cycle of continual learning ML models with MLOps (English Edition)

par Raman Jhajj ...

MLOps, a combination of DevOps, data engineering, and machine learning, is crucial for delivering high-quality machine learning results due to the dynamic nature of machine learning data. This book delves into MLOps, covering its core concepts, components, and architecture, demonstrating how MLOps fosters robust and continuously improving machine learning systems.By covering the end-to-end machine ... En savoir plus

$19.70 CAD ou Gratuit avec Kobo Plus

MLOps, a combination of DevOps, data engineering, and machine learning, is crucial for delivering high-quality machine learning results due to the dynamic nature of machine learning data. This book delves into MLOps, covering its core concepts, components, and architecture, demonstrating how MLOps fosters robust and continuously improving machine learning systems.By covering the end-to-end machine
... En savoir plus
Deep Learning with Hadoop

Distributed Deep Learning with Large-Scale Data

par Dipayan Dev ...

Build, implement and scale distributed deep learning models for large-scale datasets Key FeaturesGet to grips with the deep learning concepts and set up Hadoop to put them to useImplement and parallelize deep learning models on Hadoop’s YARN frameworkA comprehensive tutorial to distributed deep learning with HadoopBook DescriptionThis book will teach you how to deploy large-scale dataset in deep ... En savoir plus

$33.83 CAD ou Gratuit avec Kobo Plus

Build, implement and scale distributed deep learning models for large-scale datasets Key FeaturesGet to grips with the deep learning concepts and set up Hadoop to put them to useImplement and parallelize deep learning models on Hadoop’s YARN frameworkA comprehensive tutorial to distributed deep learning with HadoopBook DescriptionThis book will teach you how to deploy large-scale dataset in deep
... En savoir plus
Advances in Imaging and Electron Physics

par Peter W. Hawkes ...

Collections Livre 206 - Advances in Imaging and Electron Physics
Advances in Imaging and Electron Physics, Volume 206, merges two long-running serials, Advances in Electronics and Electron Physics and Advances in Optical and Electron Microscopy. The series features extended articles on the physics of electron devices (especially semiconductor devices), particle optics at high and low energies, microlithography, image science, digital image processing, ... En savoir plus

$195.11 CAD

Advances in Imaging and Electron Physics, Volume 206, merges two long-running serials, Advances in Electronics and Electron Physics and Advances in Optical and Electron Microscopy. The series features extended articles on the physics of electron devices (especially semiconductor devices), particle optics at high and low energies, microlithography, image science, digital image processing,
... En savoir plus
Repurposing Legacy Data

Innovative Case Studies

par Jules J. Berman ...

Collections series Computer Science Reviews and Trends
Repurposing Legacy Data: Innovative Case Studies takes a look at how data scientists have re-purposed legacy data, whether their own, or legacy data that has been donated to the public domain. Most of the data stored worldwide is legacy data—data created some time in the past, for a particular purpose, and left in obsolete formats. As with keepsakes in an attic, we retain this information thinking ... En savoir plus

$40.31 CAD

Repurposing Legacy Data: Innovative Case Studies takes a look at how data scientists have re-purposed legacy data, whether their own, or legacy data that has been donated to the public domain. Most of the data stored worldwide is legacy data—data created some time in the past, for a particular purpose, and left in obsolete formats. As with keepsakes in an attic, we retain this information thinking
... En savoir plus
Data Mapping for Data Warehouse Design

par Qamar Shahbaz ...

Data mapping in a data warehouse is the process of creating a link between two distinct data models' (source and target) tables/attributes. Data mapping is required at many stages of DW life-cycle to help save processor overhead; every stage has its own unique requirements and challenges. Therefore, many data warehouse professionals want to learn data mapping in order to move from an ETL (extract, ... En savoir plus

$32.39 CAD

Data mapping in a data warehouse is the process of creating a link between two distinct data models' (source and target) tables/attributes. Data mapping is required at many stages of DW life-cycle to help save processor overhead; every stage has its own unique requirements and challenges. Therefore, many data warehouse professionals want to learn data mapping in order to move from an ETL (extract,
... En savoir plus
Spark for Data Science

Analyze your data and delve deep into the world of machine learning with the latest Spark version, 2.0

par Srinivas Duvvuri, Bikramaditya Singhal ...

Analyze your data and delve deep into the world of machine learning with the latest Spark version, 2.0Key Features\[\*\] Perform data analysis and build predictive models on huge datasets that leverage Apache Spark\[\*\] Learn to integrate data science algorithms and techniques with the fast and scalable computing features of Spark to address big data challenges\[\*\] Work through practical ... En savoir plus

$42.47 CAD ou Gratuit avec Kobo Plus

Analyze your data and delve deep into the world of machine learning with the latest Spark version, 2.0Key Features\[\*\] Perform data analysis and build predictive models on huge datasets that leverage Apache Spark\[\*\] Learn to integrate data science algorithms and techniques with the fast and scalable computing features of Spark to address big data challenges\[\*\] Work through practical
... En savoir plus
Learning Predictive Analytics with Python

Gain practical insights into predictive modelling by implementing Predictive Analytics algorithms on public datasets with Python

par Ashish Kumar ...

Gain practical insights into predictive modelling by implementing Predictive Analytics algorithms on public datasets with PythonKey Features\[\*\]A step-by-step guide to predictive modeling including lots of tips, tricks, and best practices\[\*\]Get to grips with the basics of Predictive Analytics with Python\[\*\]Learn how to use the popular predictive modeling algorithms such as Linear ... En savoir plus

$42.47 CAD ou Gratuit avec Kobo Plus

Gain practical insights into predictive modelling by implementing Predictive Analytics algorithms on public datasets with PythonKey Features\[\*\]A step-by-step guide to predictive modeling including lots of tips, tricks, and best practices\[\*\]Get to grips with the basics of Predictive Analytics with Python\[\*\]Learn how to use the popular predictive modeling algorithms such as Linear
... En savoir plus
OCEB 2 Certification Guide

Business Process Management - Fundamental Level

par Tim Weilkiens, Christian Weiss, Andrea Grass, Kim Nena Duggen ...

OCEB 2 Certification Guide, Second Edition has been updated to cover the new version 2 of the BPMN standard and delivers expert insight into BPM from one of the developers of the OCEB Fundamental exam, offering full coverage of the fundamental exam material for both the business and technical tracks to further certification. The first study guide prepares candidates to take—and pass—the OCEB ... En savoir plus

$43.91 CAD

OCEB 2 Certification Guide, Second Edition has been updated to cover the new version 2 of the BPMN standard and delivers expert insight into BPM from one of the developers of the OCEB Fundamental exam, offering full coverage of the fundamental exam material for both the business and technical tracks to further certification. The first study guide prepares candidates to take—and pass—the OCEB
... En savoir plus
Data Architecture

From Zen to Reality

par Charles Tupper ...

Data Architecture: From Zen to Reality explains the principles underlying data architecture, how data evolves with organizations, and the challenges organizations face in structuring and managing their data. Using a holistic approach to the field of data architecture, the book describes proven methods and technologies to solve the complex issues dealing with data. It covers the various applied ... En savoir plus

$51.83 CAD

Data Architecture: From Zen to Reality explains the principles underlying data architecture, how data evolves with organizations, and the challenges organizations face in structuring and managing their data. Using a holistic approach to the field of data architecture, the book describes proven methods and technologies to solve the complex issues dealing with data. It covers the various applied
... En savoir plus
Brainstorming and Beyond

A User-Centered Design Method

par Chauncey Wilson ...

Brainstorming and Beyond describes the techniques for generating ideas verbally, in writing, or through sketches. The first chapter focuses on brainstorming, the foundation method for ideation, which is a complex social process building off of social psychology principles, motivational constructs, and corporate culture. Brainstorming is commonly portrayed as an easy way to generate ideas, but in ... En savoir plus

$24.47 CAD

Brainstorming and Beyond describes the techniques for generating ideas verbally, in writing, or through sketches. The first chapter focuses on brainstorming, the foundation method for ideation, which is a complex social process building off of social psychology principles, motivational constructs, and corporate culture. Brainstorming is commonly portrayed as an easy way to generate ideas, but in
... En savoir plus
Simplify Big Data Analytics with Amazon EMR

A beginner's guide to learning and implementing Amazon EMR for building data analytics solutions

par Sakti Mishra ...

Design scalable big data solutions using Hadoop, Spark, and AWS cloud native servicesKey FeaturesBuild data pipelines that require distributed processing capabilities on a large volume of dataDiscover the security features of EMR such as data protection and granular permission managementExplore best practices and optimization techniques for building data analytics solutions in Amazon EMRBook ... En savoir plus

$37.43 CAD ou Gratuit avec Kobo Plus

Design scalable big data solutions using Hadoop, Spark, and AWS cloud native servicesKey FeaturesBuild data pipelines that require distributed processing capabilities on a large volume of dataDiscover the security features of EMR such as data protection and granular permission managementExplore best practices and optimization techniques for building data analytics solutions in Amazon EMRBook
... En savoir plus
Automated Machine Learning on AWS

Fast-track the development of your production-ready machine learning applications the AWS way

par Trenton Potgieter ...

Automate the process of building, training, and deploying machine learning applications to production with AWS solutions such as SageMaker Autopilot, AutoGluon, Step Functions, Amazon Managed Workflows for Apache Airflow, and moreKey FeaturesExplore the various AWS services that make automated machine learning easierRecognize the role of DevOps and MLOps methodologies in pipeline automationGet ... En savoir plus

$37.43 CAD ou Gratuit avec Kobo Plus

Automate the process of building, training, and deploying machine learning applications to production with AWS solutions such as SageMaker Autopilot, AutoGluon, Step Functions, Amazon Managed Workflows for Apache Airflow, and moreKey FeaturesExplore the various AWS services that make automated machine learning easierRecognize the role of DevOps and MLOps methodologies in pipeline automationGet
... En savoir plus
The Pandas Workshop

A comprehensive guide to using Python for data analysis with real-world case studies

par Blaine Bateman, Saikat Basak, William So, Thomas Joseph ...

Learn the fundamentals of data science with Python by analyzing real datasets and solving problems using pandasKey FeaturesLearn how to apply data retrieval, transformation, visualization, and modeling techniques using pandasBecome highly efficient in unlocking deeper insights from your data, including databases, web data, and moreBuild your experience and confidence with hands-on exercises and ... En savoir plus

$40.31 CAD ou Gratuit avec Kobo Plus

Learn the fundamentals of data science with Python by analyzing real datasets and solving problems using pandasKey FeaturesLearn how to apply data retrieval, transformation, visualization, and modeling techniques using pandasBecome highly efficient in unlocking deeper insights from your data, including databases, web data, and moreBuild your experience and confidence with hands-on exercises and
... En savoir plus
Data Democratization with Domo

Bring together every component of your business to make better data-driven decisions using Domo

par Jeff Burtenshaw ...

Overcome data challenges at record speed and cloud-scale that optimize businesses by transforming raw data into dashboards and apps which democratize data consumption, supercharging results with the cloud-based solution, DomoKey FeaturesAcquire data and automate data pipelines quickly for any data volume, variety, and velocityPresent relevant stories in dashboards and custom apps that drive ... En savoir plus

$35.99 CAD ou Gratuit avec Kobo Plus

Overcome data challenges at record speed and cloud-scale that optimize businesses by transforming raw data into dashboards and apps which democratize data consumption, supercharging results with the cloud-based solution, DomoKey FeaturesAcquire data and automate data pipelines quickly for any data volume, variety, and velocityPresent relevant stories in dashboards and custom apps that drive
... En savoir plus
Geospatial Data Science Quick Start Guide

Effective techniques for performing smarter geospatial analysis using location intelligence

par Abdishakur Hassan, Jayakrishnan Vijayaraghavan ...

Discover the power of location data to build effective, intelligent data models with Geospatial ecosystemsKey FeaturesManipulate location-based data and create intelligent geospatial data modelsBuild effective location recommendation systems used by popular companies such as UberA hands-on guide to help you consume spatial data and parallelize GIS operations effectivelyBook DescriptionData ... En savoir plus

$25.91 CAD ou Gratuit avec Kobo Plus

Discover the power of location data to build effective, intelligent data models with Geospatial ecosystemsKey FeaturesManipulate location-based data and create intelligent geospatial data modelsBuild effective location recommendation systems used by popular companies such as UberA hands-on guide to help you consume spatial data and parallelize GIS operations effectivelyBook DescriptionData
... En savoir plus
Mastering Machine Learning on AWS

Advanced machine learning in Python using SageMaker, Apache Spark, and TensorFlow

par Dr. Saket S.R. Mengle, Maximo Gurmendez ...

Gain expertise in ML techniques with AWS to create interactive apps using SageMaker, Apache Spark, and TensorFlow.Key FeaturesBuild machine learning apps on AWS using SageMaker, Apache Spark, and TensorFlowLearn model optimization and understand how to scale your models using simple and secure APIsDevelop, train, tune, and deploy neural network models to accelerate model performance in the ... En savoir plus

$30.23 CAD ou Gratuit avec Kobo Plus

Gain expertise in ML techniques with AWS to create interactive apps using SageMaker, Apache Spark, and TensorFlow.Key FeaturesBuild machine learning apps on AWS using SageMaker, Apache Spark, and TensorFlowLearn model optimization and understand how to scale your models using simple and secure APIsDevelop, train, tune, and deploy neural network models to accelerate model performance in the
... En savoir plus
Training Systems Using Python Statistical Modeling

Explore popular techniques for modeling your data in Python

par Curtis Miller ...

Leverage the power of Python and statistical modeling techniques for building accurate predictive modelsKey FeaturesGet started with Python's rich suite of libraries for statistical modelingImplement regression and clustering, and train neural networks from scratchDiscover real-world examples on training end-to-end machine learning systems in PythonBook DescriptionPython's ease-of-use and multi ... En savoir plus

$30.23 CAD ou Gratuit avec Kobo Plus

Leverage the power of Python and statistical modeling techniques for building accurate predictive modelsKey FeaturesGet started with Python's rich suite of libraries for statistical modelingImplement regression and clustering, and train neural networks from scratchDiscover real-world examples on training end-to-end machine learning systems in PythonBook DescriptionPython's ease-of-use and multi
... En savoir plus
Hands-On Web Scraping with Python

Perform advanced scraping operations using various Python libraries and tools such as Selenium, Regex, and others

par Anish Chapagain ...

Collect and scrape different complexities of data from the modern Web using the latest tools, best practices, and techniquesKey FeaturesLearn different scraping techniques using a range of Python libraries such as Scrapy and Beautiful SoupBuild scrapers and crawlers to extract relevant information from the webAutomate web scraping operations to bridge the accuracy gap and manage complex business ... En savoir plus

$38.15 CAD ou Gratuit avec Kobo Plus

Collect and scrape different complexities of data from the modern Web using the latest tools, best practices, and techniquesKey FeaturesLearn different scraping techniques using a range of Python libraries such as Scrapy and Beautiful SoupBuild scrapers and crawlers to extract relevant information from the webAutomate web scraping operations to bridge the accuracy gap and manage complex business
... En savoir plus
Managing Data Science

Effective strategies to manage data science projects and build a sustainable team

par Kirill Dubovikov ...

Understand data science concepts and methodologies to manage and deliver top-notch solutions for your organizationKey FeaturesLearn the basics of data science and explore its possibilities and limitationsManage data science projects and assemble teams effectively even in the most challenging situationsUnderstand management principles and approaches for data science projects to streamline the ... En savoir plus

$25.91 CAD ou Gratuit avec Kobo Plus

Understand data science concepts and methodologies to manage and deliver top-notch solutions for your organizationKey FeaturesLearn the basics of data science and explore its possibilities and limitationsManage data science projects and assemble teams effectively even in the most challenging situationsUnderstand management principles and approaches for data science projects to streamline the
... En savoir plus

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