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Getting Started with Google BERT

Build and train state-of-the-art natural language processing models using BERT

de Sudharsan Ravichandiran ...

Kickstart your NLP journey by exploring BERT and its variants such as ALBERT, RoBERTa, DistilBERT, VideoBERT, and more with Hugging Face\\'s transformers libraryKey FeaturesExplore the encoder and decoder of the transformer modelBecome well-versed with BERT along with ALBERT, RoBERTa, and DistilBERTDiscover how to pre-train and fine-tune BERT models for several NLP tasksBook DescriptionBERT ... Leer más

$25.10 USD o gratis con Kobo Plus

Kickstart your NLP journey by exploring BERT and its variants such as ALBERT, RoBERTa, DistilBERT, VideoBERT, and more with Hugging Face\\'s transformers libraryKey FeaturesExplore the encoder and decoder of the transformer modelBecome well-versed with BERT along with ALBERT, RoBERTa, and DistilBERTDiscover how to pre-train and fine-tune BERT models for several NLP tasksBook DescriptionBERT
... Leer más
Advanced Natural Language Processing with TensorFlow 2

Build effective real-world NLP applications using NER, RNNs, seq2seq models, Transformers, and more

de Ashish Bansal ...

One-stop solution for NLP practitioners, ML developers, and data scientists to build effective NLP systems that can perform real-world complicated tasksKey FeaturesApply deep learning algorithms and techniques such as BiLSTMS, CRFs, BPE and more using TensorFlow 2Explore applications like text generation, summarization, weakly supervised labelling and moreRead cutting edge material with seminal ... Leer más

$25.10 USD o gratis con Kobo Plus

One-stop solution for NLP practitioners, ML developers, and data scientists to build effective NLP systems that can perform real-world complicated tasksKey FeaturesApply deep learning algorithms and techniques such as BiLSTMS, CRFs, BPE and more using TensorFlow 2Explore applications like text generation, summarization, weakly supervised labelling and moreRead cutting edge material with seminal
... Leer más
AI and Data Analytics in Precision Agriculture for Sustainable Development

Edición de Sita Rani, Soumi Dutta, Álvaro Rocha, Korhan Cengiz ...

Series series Intelligent Technologies and Robotics (R0)
This book offers a comprehensive analysis of artificial intelligence (AI) and data analytics in precision agriculture. The integration of technology in agriculture is revolutionizing traditional farming practices, paving the way for sustainability. Precision farming, powered by AI, IoT, and big data, optimizes resource use by enabling real-time monitoring of soil health, weather conditions, and ... Leer más

$201.68 USD

This book offers a comprehensive analysis of artificial intelligence (AI) and data analytics in precision agriculture. The integration of technology in agriculture is revolutionizing traditional farming practices, paving the way for sustainability. Precision farming, powered by AI, IoT, and big data, optimizes resource use by enabling real-time monitoring of soil health, weather conditions, and
... Leer más
Mastering Apache Cassandra 3.x

An expert guide to improving database scalability and availability without compromising performance

de Aaron Ploetz, Tejaswi Malepati ...

Build, manage, and configure high-performing, reliable NoSQL database for your applications with CassandraKey FeaturesWrite programs more efficiently using Cassandra's features with the help of examplesConfigure Cassandra and fine-tune its parameters depending on your needsIntegrate Cassandra database with Apache Spark and build strong data analytics pipelineBook DescriptionWith ever-increasing ... Leer más

$30.77 USD o gratis con Kobo Plus

Build, manage, and configure high-performing, reliable NoSQL database for your applications with CassandraKey FeaturesWrite programs more efficiently using Cassandra's features with the help of examplesConfigure Cassandra and fine-tune its parameters depending on your needsIntegrate Cassandra database with Apache Spark and build strong data analytics pipelineBook DescriptionWith ever-increasing
... Leer más
Forecasting Time Series Data with Facebook Prophet

Build, improve, and optimize time series forecasting models using the advanced forecasting tool

de Greg Rafferty ...

Create and improve high-quality automated forecasts for time series data that have strong seasonal effects, holidays, and additional regressors using PythonKey FeaturesLearn how to use the open-source forecasting tool Facebook Prophet to improve your forecastsBuild a forecast and run diagnostics to understand forecast qualityFine-tune models to achieve high performance, and report that performance ... Leer más

$36.44 USD o gratis con Kobo Plus

Create and improve high-quality automated forecasts for time series data that have strong seasonal effects, holidays, and additional regressors using PythonKey FeaturesLearn how to use the open-source forecasting tool Facebook Prophet to improve your forecastsBuild a forecast and run diagnostics to understand forecast qualityFine-tune models to achieve high performance, and report that performance
... Leer más
Machine Learning Automation with TPOT

Build, validate, and deploy fully automated machine learning models with Python

de Dario Radečić ...

Discover how TPOT can be used to handle automation in machine learning and explore the different types of tasks that TPOT can automateKey FeaturesUnderstand parallelism and how to achieve it in Python.Learn how to use neurons, layers, and activation functions and structure an artificial neural network.Tune TPOT models to ensure optimum performance on previously unseen data.Book DescriptionThe ... Leer más

$25.10 USD o gratis con Kobo Plus

Discover how TPOT can be used to handle automation in machine learning and explore the different types of tasks that TPOT can automateKey FeaturesUnderstand parallelism and how to achieve it in Python.Learn how to use neurons, layers, and activation functions and structure an artificial neural network.Tune TPOT models to ensure optimum performance on previously unseen data.Book DescriptionThe
... Leer más
The Python Workshop

Learn to code in Python and kickstart your career in software development or data science

de Andrew Bird, Graham Lee, Corey Wade, Dr. Lau Cher Han, Mario Corchero Jiménez ...

Learn the fundamentals of clean, effective Python coding and build the practical skills to tackle your own software development or data science projectsKey FeaturesBuild key Python skills with engaging development tasks and challenging activitiesImplement useful algorithms and write programs to solve real-world problemsApply Python in realistic data science projects and create simple machine ... Leer más

$42.11 USD o gratis con Kobo Plus

Learn the fundamentals of clean, effective Python coding and build the practical skills to tackle your own software development or data science projectsKey FeaturesBuild key Python skills with engaging development tasks and challenging activitiesImplement useful algorithms and write programs to solve real-world problemsApply Python in realistic data science projects and create simple machine
... Leer más
MySQL 8 Administrator???s Guide

Effective guide to administering high-performance MySQL 8 solutions

de Chintan Mehta, Hetal Oza, Subhash Shah, Ravi Shah ...

Step by step guide to monitor, manage, and secure your database engineKey FeaturesYour companion to master all the administration-related tasks in MySQL 8Ensure high performance and high availability of your MySQL solution using effective replication and backup techniquesA comprehensive guide to performing query optimization, security and a whole host of other administrative tasks in MySQL 8Book ... Leer más

$30.77 USD o gratis con Kobo Plus

Step by step guide to monitor, manage, and secure your database engineKey FeaturesYour companion to master all the administration-related tasks in MySQL 8Ensure high performance and high availability of your MySQL solution using effective replication and backup techniquesA comprehensive guide to performing query optimization, security and a whole host of other administrative tasks in MySQL 8Book
... Leer más
IBM SPSS Modeler Essentials

Effective techniques for building powerful data mining and predictive analytics solutions

de Keith McCormick, Jesus Salcedo ...

Get to grips with the fundamentals of data mining and predictive analytics with IBM SPSS Modeler Key Features\[\*\]Get up–and-running with IBM SPSS Modeler without going into too much depth.\[\*\]Identify interesting relationships within your data and build effective data mining and predictive analytics solutions\[\*\]A quick, easy–to-follow guide to give you a fundamental understanding of SPSS ... Leer más

$25.10 USD o gratis con Kobo Plus

Get to grips with the fundamentals of data mining and predictive analytics with IBM SPSS Modeler Key Features\[\*\]Get up–and-running with IBM SPSS Modeler without going into too much depth.\[\*\]Identify interesting relationships within your data and build effective data mining and predictive analytics solutions\[\*\]A quick, easy–to-follow guide to give you a fundamental understanding of SPSS
... Leer más
Data-Intensive Systems Quickstart

The Practical Basics of Storage, Streams, and Scaling (Concept Maps + Diagrams + Design Checklists)

de Vincent Barrton ...

Mastering data-intensive systems requires more than traditional programming skills or a focus on hardware. The velocity and variety of modern data create unique design demands that must be addressed from the ground up. This guide approaches these challenges by equipping you with the fundamental knowledge and practical tools needed to make sharp architectural decisions in contemporary, data-driven ... Leer más

$4.94 USD

Mastering data-intensive systems requires more than traditional programming skills or a focus on hardware. The velocity and variety of modern data create unique design demands that must be addressed from the ground up. This guide approaches these challenges by equipping you with the fundamental knowledge and practical tools needed to make sharp architectural decisions in contemporary, data-driven
... Leer más
Getting Started with Tableau 2018.x

Get up and running with the new features of Tableau 2018 for impactful data visualization

de Tristan Guillevin ...

Leverage the power of Tableau to get actionable business insights and make better business decisionsKey FeaturesExplore all the new features of Tableau 2018.xBegin your Tableau journey by understanding its core functionalitiesApply advanced techniques such as data blending and parameters to make the best of TableauBook DescriptionTableau is one of the leading business intelligence tools used ... Leer más

$37.25 USD o gratis con Kobo Plus

Leverage the power of Tableau to get actionable business insights and make better business decisionsKey FeaturesExplore all the new features of Tableau 2018.xBegin your Tableau journey by understanding its core functionalitiesApply advanced techniques such as data blending and parameters to make the best of TableauBook DescriptionTableau is one of the leading business intelligence tools used
... Leer más
Julia 1.0 Programming

Dynamic and high-performance programming to build fast scientific applications

de Ivo Balbaert ...

Enter the exciting world of Julia, a high-performance language for technical computing Key FeaturesLeverage Julia's high speed and efficiency for your applicationsWork with Julia in a multi-core, distributed, and networked environmentApply Julia to tackle problems concurrently and in a distributed environmentBook DescriptionThe release of Julia 1.0 is now ready to change the technical world by ... Leer más

$30.77 USD o gratis con Kobo Plus

Enter the exciting world of Julia, a high-performance language for technical computing Key FeaturesLeverage Julia's high speed and efficiency for your applicationsWork with Julia in a multi-core, distributed, and networked environmentApply Julia to tackle problems concurrently and in a distributed environmentBook DescriptionThe release of Julia 1.0 is now ready to change the technical world by
... Leer más
Machine Learning with TensorFlow 1.x

Second generation machine learning with Google's brainchild - TensorFlow 1.x

de Quan Hua, Shams Ul Azeem, Saif Ahmed ...

Tackle common commercial machine learning problems with Google's TensorFlow 1.x library and build deployable solutions.Key Features\[\*\] Enter the new era of second-generation machine learning with Python with this practical and insightful guide\[\*\] Set up TensorFlow 1.x for actual industrial use, including high-performance setup aspects such as multi-GPU support\[\*\] Create pipelines for ... Leer más

$30.77 USD o gratis con Kobo Plus

Tackle common commercial machine learning problems with Google's TensorFlow 1.x library and build deployable solutions.Key Features\[\*\] Enter the new era of second-generation machine learning with Python with this practical and insightful guide\[\*\] Set up TensorFlow 1.x for actual industrial use, including high-performance setup aspects such as multi-GPU support\[\*\] Create pipelines for
... Leer más
Big Data Analytics with SAS

Get actionable insights from your Big Data using the power of SAS

de David Pope, Subhashini S Tripathi ...

Leverage the capabilities of SAS to process and analyze Big DataKey Features\[\*\]Combine SAS with platforms such as Hadoop, SAP HANA, and Cloud Foundry-based platforms for effecient Big Data analytics\[\*\]Learn how to use the web browser-based SAS Studio and iPython Jupyter Notebook interfaces with SAS\[\*\]Practical, real-world examples on predictive modeling, forecasting, optimizing and ... Leer más

$34.01 USD o gratis con Kobo Plus

Leverage the capabilities of SAS to process and analyze Big DataKey Features\[\*\]Combine SAS with platforms such as Hadoop, SAP HANA, and Cloud Foundry-based platforms for effecient Big Data analytics\[\*\]Learn how to use the web browser-based SAS Studio and iPython Jupyter Notebook interfaces with SAS\[\*\]Practical, real-world examples on predictive modeling, forecasting, optimizing and
... Leer más
Big Data Analytics with Java

Data analysis, visualization & machine learning techniques

de RAJAT MEHTA ...

Learn the basics of analytics on big data using Java, machine learning and other big data toolsKey FeaturesAcquire real-world set of tools for building enterprise level data science applicationsSurpasses the barrier of other languages in data science and learn create useful object-oriented codesExtensive use of Java compliant big data tools like apache spark, Hadoop, etc.Book DescriptionThis book ... Leer más

$37.25 USD o gratis con Kobo Plus

Learn the basics of analytics on big data using Java, machine learning and other big data toolsKey FeaturesAcquire real-world set of tools for building enterprise level data science applicationsSurpasses the barrier of other languages in data science and learn create useful object-oriented codesExtensive use of Java compliant big data tools like apache spark, Hadoop, etc.Book DescriptionThis book
... Leer más
Transitions of the Immutable: Reflections on Public Education in the 21st Century

de Maria Isabel Aldinhas Ferreira ...

Series series Education (R0)
Transitions of the Immutable: Reflections on Public Education in the 21st Century is a compelling and urgent call to rethink the role of the School in our rapidly changing world. Across three concise and thoughtful working papers, this work explores the challenges facing public education systems—rigid and outdated- against a backdrop of globalization, cultural diversity, technological disruption, ... Leer más

$96.38 USD

Transitions of the Immutable: Reflections on Public Education in the 21st Century is a compelling and urgent call to rethink the role of the School in our rapidly changing world. Across three concise and thoughtful working papers, this work explores the challenges facing public education systems—rigid and outdated- against a backdrop of globalization, cultural diversity, technological disruption,
... Leer más
Mastering Apache Storm

Real-time big data streaming using Kafka, Hbase and Redis

de Ankit Jain ...

Master the intricacies of Apache Storm and develop real-time stream processing applications with easeKey Features\[\*\] Exploit the various real-time processing functionalities offered by Apache Storm such as parallelism, data partitioning, and more\[\*\] Integrate Storm with other Big Data technologies like Hadoop, HBase, and Apache Kafka\[\*\] An easy-to-understand guide to effortlessly create ... Leer más

$37.25 USD o gratis con Kobo Plus

Master the intricacies of Apache Storm and develop real-time stream processing applications with easeKey Features\[\*\] Exploit the various real-time processing functionalities offered by Apache Storm such as parallelism, data partitioning, and more\[\*\] Integrate Storm with other Big Data technologies like Hadoop, HBase, and Apache Kafka\[\*\] An easy-to-understand guide to effortlessly create
... Leer más
Mastering Machine Learning with Spark 2.x

Harness the potential of machine learning, through spark

de Alex Tellez, Max Pumperla, Michal Malohlava ...

Unlock the complexities of machine learning algorithms in Spark to generate useful data insights through this data analysis tutorialKey Features\[\] Process and analyze big data in a distributed and scalable way\[\] Write sophisticated Spark pipelines that incorporate elaborate extraction\[\] Build and use regression models to predict flight delaysBook DescriptionThe purpose of machine learning is ... Leer más

$37.25 USD o gratis con Kobo Plus

Unlock the complexities of machine learning algorithms in Spark to generate useful data insights through this data analysis tutorialKey Features\[\] Process and analyze big data in a distributed and scalable way\[\] Write sophisticated Spark pipelines that incorporate elaborate extraction\[\] Build and use regression models to predict flight delaysBook DescriptionThe purpose of machine learning is
... Leer más
Learning Spark SQL

Architect streaming analytics and machine learning solutions

de Aurobindo Sarkar ...

Design, implement, and deliver successful streaming applications, machine learning pipelines and graph applications using Spark SQL APIKey Features\[\*\] Learn about the design and implementation of streaming applications, machine learning pipelines, deep learning, and large-scale graph processing applications using Spark SQL APIs and Scala.\[\*\] Learn data exploration, data munging, and how to ... Leer más

$40.49 USD o gratis con Kobo Plus

Design, implement, and deliver successful streaming applications, machine learning pipelines and graph applications using Spark SQL APIKey Features\[\*\] Learn about the design and implementation of streaming applications, machine learning pipelines, deep learning, and large-scale graph processing applications using Spark SQL APIs and Scala.\[\*\] Learn data exploration, data munging, and how to
... Leer más
Effective Business Intelligence with QuickSight

Boost your business IQ with Amazon QuickSight

de Rajesh Nadipalli ...

From data to actionable business insights using Amazon QuickSight!Key Features\[\*\] A practical hands-on guide to improving your business with the power of BI and Quicksight\[\*\] Immerse yourself with an end-to-end journey for effective analytics using QuickSight and related services\[\*\] Packed with real-world examples with Solution Architectures needed for a cloud-powered Business ... Leer más

$34.01 USD o gratis con Kobo Plus

From data to actionable business insights using Amazon QuickSight!Key Features\[\*\] A practical hands-on guide to improving your business with the power of BI and Quicksight\[\*\] Immerse yourself with an end-to-end journey for effective analytics using QuickSight and related services\[\*\] Packed with real-world examples with Solution Architectures needed for a cloud-powered Business
... Leer más
Getting Started with Julia

de Ivo Balbaert ...

About This BookWork with Julia in a multi-core, distributed, and networked environmentLearn the techniques to create blazingly fast programs with JuliaThe book walks you through various practical examples to get to grips with JuliaWho This Book Is ForThis book is for you if you are a data scientist or working on any technical or scientific computation projects. The book assumes you have a basic ... Leer más

$22.22 USD o gratis con Kobo Plus

About This BookWork with Julia in a multi-core, distributed, and networked environmentLearn the techniques to create blazingly fast programs with JuliaThe book walks you through various practical examples to get to grips with JuliaWho This Book Is ForThis book is for you if you are a data scientist or working on any technical or scientific computation projects. The book assumes you have a basic
... Leer más
Principles of Data Science

Mathematical techniques and theory to succeed in data-driven industries

de Sinan Ozdemir ...

Learn the techniques and math you need to start making sense of your dataKey Features\[\*\] Enhance your knowledge of coding with data science theory for practical insight into data science and analysis\[\*\] More than just a math class, learn how to perform real-world data science tasks with R and Python\[\*\] Create actionable insights and transform raw data into tangible valueBook ... Leer más

$34.01 USD o gratis con Kobo Plus

Learn the techniques and math you need to start making sense of your dataKey Features\[\*\] Enhance your knowledge of coding with data science theory for practical insight into data science and analysis\[\*\] More than just a math class, learn how to perform real-world data science tasks with R and Python\[\*\] Create actionable insights and transform raw data into tangible valueBook
... Leer más
Practical Business Intelligence

Optimize Business Intelligence for Efficient Data Analysis

de Ahmed Sherif ...

Learn to get the most out of your business data to optimize your businessKey Features\[\*\] This book will enable and empower you to break free of the shackles of spreadsheets\[\*\] Learn to make informed decisions using the data at hand with this highly practical, comprehensive guide\[\*\] This book includes real-world use cases that teach you how analytics can be put to work to optimize your ... Leer más

$37.25 USD o gratis con Kobo Plus

Learn to get the most out of your business data to optimize your businessKey Features\[\*\] This book will enable and empower you to break free of the shackles of spreadsheets\[\*\] Learn to make informed decisions using the data at hand with this highly practical, comprehensive guide\[\*\] This book includes real-world use cases that teach you how analytics can be put to work to optimize your
... Leer más
Scientific Computing with Python 3

An example-rich, comprehensive guide for all of your Python computational needs

de Claus Fuhrer, Jan Erik Solem, Olivier Verdier, Claus Führer ...

An example-rich, comprehensive guide for all of your Python computational needsKey Features\[\*\] Your ultimate resource for getting up and running with Python numerical computations\[\*\] Explore numerical computing and mathematical libraries using Python 3.x code with SciPy and NumPy modules\[\*\] A hands-on guide to implementing mathematics with Python, with complete coverage of all the key ... Leer más

$37.25 USD o gratis con Kobo Plus

An example-rich, comprehensive guide for all of your Python computational needsKey Features\[\*\] Your ultimate resource for getting up and running with Python numerical computations\[\*\] Explore numerical computing and mathematical libraries using Python 3.x code with SciPy and NumPy modules\[\*\] A hands-on guide to implementing mathematics with Python, with complete coverage of all the key
... Leer más

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