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artikal br.:
243445580
Ultimate Java for Data Analytics and Machine Learning: Unlock Java's Ecosystem for Data Analysis and Machine Learning Using WEKA, JavaML, JFreeChart,
artikal br.:
243445580
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Детаљи о производу
- Empower Your Data Insights with Java's Top Tools and Frameworks.Unlock the power of Java for data analytics and machine learning with this hands-on, practical guide designed for learners, professionals, and developers. Whether you're new to data analysis with Java or looking to master advanced machine learning Java techniques, this book walks you through every step with clear explanations and real-world examples.Book DescriptionThis book is a comprehensive guide to data analysis using Java. It starts with the fundamentals, covering the purpose of data analysis, different data types and structures, and how to pre-process datasets. It then introduces popular Java libraries like WEKA and Rapidminer for efficient data analysis.The middle section of the book dives deeper into statistical techniques like descriptive analysis and random sampling, along with practical skills in working with relational databases (JDBC, SQL, MySQL) and NoSQL databases. It also explores various analysis methods like regression, classification, and clustering, along with applications in business intelligence and time series prediction.The final part of the book gives a brief overview of big data analysis with Java frameworks like MapReduce, and introduces deep learning with the Deeplearning4J library. Whether you're new to data analysis or want to improve your Java skills, this book offers a step-by-step approach with real-world examples to help you master data analysis using Java.What You’ll LearnExplore popular Java machine learning libraries and frameworks for scalable analyticsImplement data preprocessing and cleaning with Java for accurate model developmentWork with relational databases using JDBC and SQL in Java for structured data analysisBuild regression, classification, clustering, and predictive models using Java toolsCreate engaging data visualization charts and dashboards for insightful resultsDevelop business intelligence and enterprise analytics solutions with JavaUnderstand time series prediction, recommender systems, and statistical analytics in JavaIntegrate deep learning applications using Java-based frameworksWho Is This Book For?Perfect for:Beginners wanting a step-by-step guide to data analysis using Java librariesDevelopers interested in building machine learning models in JavaProfessionals seeking practical applications of Java big data analytics, business intelligence, and deep learningKey FeaturesReal-world, practical coding examples for every topicFocus on implementing machine learning algorithms in JavaBuild scalable solutions for predictive analytics, mining, and visualizationLearn SQL querying and NoSQL integration for diverse data sourcesIncludes essential topics: data cleaning, model evaluation, and business insightsTable of Contents1. Data Analytics Using Java2. Datasets3. Data Visualization4. Java Machine Learning Libraries5. Statistical Analysis6. Relational Databases7. Regression Analysis8. ClassificationAnalysis9. Sentiment Analysis10. Cluster Analysis11. Working with NoSQL Databases12. Recommender Systems13. Applications of Data Analysis14. Big Data Analysis with Java15. Deep Learning with Java Index
| Publisher | Orange Education Pvt. Ltd |
| Publication date | August 8, 2024 |
| Language | English |
| Print length | 362 pages |
| ISBN-10 | 8196815050 |
| ISBN-13 | 978-8196815059 |
| Item Weight | 1.72 pounds (780 grams) |
| Dimensions | 7.5 x 0.82 x 9.25 inches (19.1 x 2.1 x 23.5 cm) |
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