Mastering Big Data Analytics
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Mastering Data Science And Big Data Analytics
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Author : Maxine Chen
language : en
Publisher:
Release Date : 2024-03-02
Mastering Data Science And Big Data Analytics written by Maxine Chen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-02 with Computers categories.
Embark on a transformative journey into the realm of data science and big data analytics with 'Mastering Data Science and Big Data Analytics: Strategies and Tools for Effective Analysis.' This comprehensive guide unveils essential techniques, strategies, and tools necessary to navigate the vast landscape of big data with confidence and proficiency. From foundational concepts to advanced methodologies, this book provides a holistic understanding of data science principles, empowering both aspiring data scientists and seasoned professionals alike to harness the power of data to drive informed decision-making and innovation. Through clear explanations and real-world examples, discover how to leverage cutting-edge tools and technologies to extract actionable insights from complex datasets. With a focus on practical application, 'Mastering Data Science and Big Data Analytics' equips you with the skills to tackle real-world challenges head-on, whether it's uncovering hidden patterns, predicting future trends, or optimizing business processes. Explore the latest advancements in machine learning, artificial intelligence, and data visualization, and gain proficiency in popular programming languages and frameworks such as Python, R, TensorFlow, and Apache Spark. Whether you're a data enthusiast looking to expand your skill set or a business leader striving to unlock the full potential of your data assets, this book serves as an indispensable companion on the journey to mastering data science and big data analytics. Empower yourself to turn data into actionable insights and drive meaningful impact in an increasingly data-driven world.
Mastering Big Data Analytics
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Author : Dr G Manimala
language : en
Publisher: Notion Press
Release Date : 2024-08-05
Mastering Big Data Analytics written by Dr G Manimala and has been published by Notion Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-05 with Education categories.
Big data analytics is the process of examining large volumes of data to uncover hidden patterns, correlations, and other useful information that can be used to make informed business decisions. It involves a complex interplay of technologies, tools, and human expertise. In today's data-driven world, organizations are inundated with vast amounts of information from diverse sources. The ability to harness this data and extract meaningful insights is no longer a luxury but a necessity for survival and growth. Big data analytics empowers businesses to make data-driven decisions, optimize operations, and gain a competitive edge. This book is your comprehensive guide to mastering the art and science of big data analytics. We delve into the core concepts, tools, techniques, and best practices that form the foundation of successful data-driven initiatives. Whether you're a seasoned data scientist, a business analyst seeking to expand your skill set, or a curious enthusiast, this book will equip you with the knowledge and skills to unlock the full potential of your data.
Creating Value With Data Analytics In Marketing
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Author : Peter C. Verhoef
language : en
Publisher: Routledge
Release Date : 2021-11-07
Creating Value With Data Analytics In Marketing written by Peter C. Verhoef and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-07 with Business & Economics categories.
This book is a refreshingly practical yet theoretically sound roadmap to leveraging data analytics and data science. The vast amount of data generated about us and our world is useless without plans and strategies that are designed to cope with its size and complexity, and which enable organizations to leverage the information to create value in marketing. Creating Value with Data Analytics in Marketing provides a nuanced view of big data developments and data science, arguing that big data is not a revolution but an evolution of the increasing availability of data that has been observed in recent times. Building on the authors’ extensive academic and practical knowledge, this book aims to provide managers and analysts with strategic directions and practical analytical solutions on how to create value from existing and new big data. The second edition of this bestselling text has been fully updated in line with developments in the field and includes a selection of new, international cases and examples, exercises, techniques and methodologies. Tying data and analytics to specific goals and processes for implementation makes this essential reading for advanced undergraduate and postgraduate students and specialists of data analytics, marketing research, marketing management and customer relationship management. Online resources include chapter-by-chapter lecture slides and data sets and corresponding R code for selected chapters.
Creating Value With Big Data Analytics
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Author : Peter C. Verhoef
language : en
Publisher: Routledge
Release Date : 2016-01-08
Creating Value With Big Data Analytics written by Peter C. Verhoef and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-01-08 with Business & Economics categories.
Our newly digital world is generating an almost unimaginable amount of data about all of us. Such a vast amount of data is useless without plans and strategies that are designed to cope with its size and complexity, and which enable organisations to leverage the information to create value. This book is a refreshingly practical, yet theoretically sound roadmap to leveraging big data and analytics. Creating Value with Big Data Analytics provides a nuanced view of big data development, arguing that big data in itself is not a revolution but an evolution of the increasing availability of data that has been observed in recent times. Building on the authors’ extensive academic and practical knowledge, this book aims to provide managers and analysts with strategic directions and practical analytical solutions on how to create value from existing and new big data. By tying data and analytics to specific goals and processes for implementation, this is a much-needed book that will be essential reading for students and specialists of data analytics, marketing research, and customer relationship management.
Mastering Data Science And Big Data Analytics
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Author : Nikhilesh Mishra
language : en
Publisher: Independently Published
Release Date : 2023-08-25
Mastering Data Science And Big Data Analytics written by Nikhilesh Mishra and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-25 with categories.
Embark on an illuminating voyage through the captivating landscape of "Mastering Data Science and Big Data Analytics: Concepts, Techniques, and Application" From foundational principles to advanced methodologies, this comprehensive guide empowers you with the wisdom and expertise to navigate the intricate world of data science and big data analytics. Explore the fundamental concepts of data science, from data acquisition to predictive modeling. Dive deep into cutting-edge techniques, including exploratory data analysis and machine learning. Gain practical insights from real-world data analysis projects spanning diverse industries. Uncover the ethical considerations and societal implications of data-driven decision-making. Enhance your growth potential with an exclusive section dedicated to interviews and interviewers, providing valuable insights and skills that amplify your journey towards success. Whether you're a budding enthusiast or a seasoned practitioner, "Mastering Data Science and Big Data Analytics: Concepts, Techniques, and Applications" empowers you to elevate your expertise and become a visionary in the realm of data-driven innovation. Seize the opportunity-secure your copy today and embark on a transformative journey of knowledge and exploration!
Ultimate Big Data Analytics With Apache Hadoop Master Big Data Analytics With Apache Hadoop Using Apache Spark Hive And Python
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Author : Simhadri Govindappa
language : en
Publisher: Orange Education Pvt Limited
Release Date : 2024-09-09
Ultimate Big Data Analytics With Apache Hadoop Master Big Data Analytics With Apache Hadoop Using Apache Spark Hive And Python written by Simhadri Govindappa and has been published by Orange Education Pvt Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-09 with Computers categories.
Master the Hadoop Ecosystem and Build Scalable Analytics Systems Key Features● Explains Hadoop, YARN, MapReduce, and Tez for understanding distributed data processing and resource management. ● Delves into Apache Hive and Apache Spark for their roles in data warehousing, real-time processing, and advanced analytics. ● Provides hands-on guidance for using Python with Hadoop for business intelligence and data analytics. Book Description In a rapidly evolving Big Data job market projected to grow by 28% through 2026 and with salaries reaching up to $150,000 annually—mastering big data analytics with the Hadoop ecosystem is most sought after for career advancement. The Ultimate Big Data Analytics with Apache Hadoop is an indispensable companion offering in-depth knowledge and practical skills needed to excel in today's data-driven landscape. The book begins laying a strong foundation with an overview of data lakes, data warehouses, and related concepts. It then delves into core Hadoop components such as HDFS, YARN, MapReduce, and Apache Tez, offering a blend of theory and practical exercises. You will gain hands-on experience with query engines like Apache Hive and Apache Spark, as well as file and table formats such as ORC, Parquet, Avro, Iceberg, Hudi, and Delta. Detailed instructions on installing and configuring clusters with Docker are included, along with big data visualization and statistical analysis using Python. Given the growing importance of scalable data pipelines, this book equips data engineers, analysts, and big data professionals with practical skills to set up, manage, and optimize data pipelines, and to apply machine learning techniques effectively. Don’t miss out on the opportunity to become a leader in the big data field to unlock the full potential of big data analytics with Hadoop. What you will learn ● Gain expertise in building and managing large-scale data pipelines with Hadoop, YARN, and MapReduce. ● Master real-time analytics and data processing with Apache Spark’s powerful features. ● Develop skills in using Apache Hive for efficient data warehousing and complex queries. ● Integrate Python for advanced data analysis, visualization, and business intelligence in the Hadoop ecosystem. ● Learn to enhance data storage and processing performance using formats like ORC, Parquet, and Delta. ● Acquire hands-on experience in deploying and managing Hadoop clusters with Docker and Kubernetes. ● Build and deploy machine learning models with tools integrated into the Hadoop ecosystem. Table of Contents 1. Introduction to Hadoop and ASF 2. Overview of Big Data Analytics 3. Hadoop and YARN MapReduce and Tez 4. Distributed Query Engines: Apache Hive 5. Distributed Query Engines: Apache Spark 6. File Formats and Table Formats (Apache Ice-berg, Hudi, and Delta) 7. Python and the Hadoop Ecosystem for Big Data Analytics - BI 8. Data Science and Machine Learning with Hadoop Ecosystem 9. Introduction to Cloud Computing and Other Apache Projects Index
Mastering Big Data
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Author : Cybellium
language : en
Publisher: Cybellium Ltd
Release Date : 2023-09-06
Mastering Big Data written by Cybellium and has been published by Cybellium Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-06 with Computers categories.
Cybellium Ltd is dedicated to empowering individuals and organizations with the knowledge and skills they need to navigate the ever-evolving computer science landscape securely and learn only the latest information available on any subject in the category of computer science including: - Information Technology (IT) - Cyber Security - Information Security - Big Data - Artificial Intelligence (AI) - Engineering - Robotics - Standards and compliance Our mission is to be at the forefront of computer science education, offering a wide and comprehensive range of resources, including books, courses, classes and training programs, tailored to meet the diverse needs of any subject in computer science. Visit https://www.cybellium.com for more books.
The Future Workplace Experience 10 Rules For Mastering Disruption In Recruiting And Engaging Employees
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Author : Jeanne Meister
language : en
Publisher: McGraw Hill Professional
Release Date : 2016-11-04
The Future Workplace Experience 10 Rules For Mastering Disruption In Recruiting And Engaging Employees written by Jeanne Meister and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-11-04 with Business & Economics categories.
Axiom Business Book Award Silver Medal Winner DISRUPTIVE TECHNOLOGIES. THE GIG ECONOMY. BREADWINNER MOMS. DATA-DRIVEN RECRUITING. PERSONALIZED LEARNING. In a business landscape rocked by constant change and turmoil, companies like Airbnb, Cisco, GE Digital, Google, IBM, and Microsoft are reinventing the future of work. What is it that makes these companies so different? They’re strategic, they’re agile, and they’re customer-focused. But, most important, they’re game changers. And their workplace practices reflect this. The Future Workplace Experience presents an actionable framework for meeting today’s toughest business disruptions head-on. It guides you step-by-step through the process of recruiting top employees and building an engaged culture—one that will drive your company to long-term success. Two of today’s leading voices on the future of work, provide 10 rules for rethinking, reimagining, and reinventing your organization, including: • MAKE THE WORKPLACE AN EXPERIENCE • BE AN AGILE LEADER • CONSIDER TECHNOLOGY AN ENABLER AND DISTRUPTOR • EMBRACE ON-DEMAND LEARNING • TAP THE POWER OF MULTIPLE GENERATIONS • PLAN FOR MORE GIG ECONOMY WORKERS Everything we took for granted in the past—from what we expect from our jobs to whom we work with and how—is changing before our eyes. The strongest organizations today are “learning machines.” New challenges require new solutions—and these organizations are finding them. If you want to compete in the years to come, you have to meet the future now. The Future Workplace Experience is your playbook for taking your organization to the top of your industry.
Big Data Analytics With Apache Hadoop And Spark
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Author : Renata Sloane
language : en
Publisher: Independently Published
Release Date : 2025-04-25
Big Data Analytics With Apache Hadoop And Spark written by Renata Sloane and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-25 with Computers categories.
Unlock the power of Big Data and dive deep into the world of Hadoop and Spark with this comprehensive guide! Whether you're a beginner or an experienced data enthusiast, this book provides you with all the tools you need to understand, implement, and master big data analytics. Explore the intricacies of Apache Hadoop and Apache Spark, two of the most powerful frameworks in the industry, and learn how to leverage them for real-time data processing and analysis. Inside, you will discover: An introduction to Hadoop and Spark, their ecosystems, and how they work together to handle vast datasets. Step-by-step guidance on setting up Hadoop and Spark environments, including real-world examples and practical tips. In-depth coverage of key concepts such as MapReduce, HDFS, Spark RDDs, and machine learning integration. Best practices for working with real-time data processing and scalable analytics solutions. Insights on optimizing performance and troubleshooting common issues. Whether you're looking to boost your career in data science, explore the potential of big data analytics, or develop high-performance data pipelines, this book is your go-to resource. Equip yourself with the knowledge to analyze massive datasets and derive meaningful insights using the Apache Hadoop and Spark frameworks. Why This Book Is Different: Clear, practical instructions for hands-on learning. Real-world examples to apply in your projects. Focus on scalability, real-time processing, and advanced analytics. Perfect for anyone eager to break into the world of Big Data. Start mastering Big Data with Hadoop and Spark today!
Master Competitive Analytics With Oracle Endeca Information Discovery
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Author : Helen Sun
language : en
Publisher: McGraw Hill Professional
Release Date : 2014-09-24
Master Competitive Analytics With Oracle Endeca Information Discovery written by Helen Sun and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-09-24 with Computers categories.
Oracle Endeca Information Discovery Best Practices Maximize the powerful capabilities of this self-service enterprise data discovery platform. Master Competitive Analytics with Oracle Endeca Information Discovery reveals how to unlock insights from any type of data, regardless of structure. The first part of the book is a complete technical guide to the product's architecture, components, and implementation. The second part presents a comprehensive collection of business analytics use cases in various industries, including financial services, healthcare, research, manufacturing, retail, consumer packaged goods, and public sector. Step-by-step instructions on implementing some of these use cases are included in this Oracle Press book. Install and manage Oracle Endeca Server Design Oracle Endeca Information Discovery Studio visualizations to facilitate user-driven data exploration and discovery Enable enterprise-driven data exploration with Oracle Endeca Information Discovery Integrator Develop and implement a fraud detection and analysis application Build a healthcare correlation application that integrates claims, patient, and operations analysis; partners; clinical research; and remote monitoring Use an enterprise architecture approach to incrementally establish big data and analytical capabilities