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Natural Language Processing [E-Book] : A Textbook with Python Implementation /
Table of Contents: .... Semantic Analysis -- Chapter 7. Pragmatic Analysis and Discourse -- Chapter 8. Transfer Learning and Transformer Technology -- Chapter 9. Major Natural Language Processing Applications -- Part II -Natural Language Processing Workshops with Python Implementation...

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Fundamentals of Digital Forensics [E-Book] : A Guide to Theory, Research and Applications /
Table of Contents: .... Incident Response -- Collecting Evidence -- 7. Triage -- Analyzing Data and Writing Reports -- Part III: Get Practical -- 8. Collecting Data -- 9. Indexing and Searching -- Cracking -- 10. Finding Artifacts -- 11. Some Common Questions and Tasks -- 12. FTK...

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Introduction to Data Science [E-Book] : A Python Approach to Concepts, Techniques and Applications /
Table of Contents: ...1. Introduction to Data Science -- 2. Toolboxes for Data Scientists -- 3. Descriptive statistics -- 4. Statistical Inference -- 5. Supervised Learning -- 6. Regression Analysis -- 7. Unsupervised Learning -- 8. Network Analysis -- 9. Recommender Systems...

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Guide to Computer Network Security [E-Book] /
Table of Contents: ... in Computer Networks and Web Browsers -- 6. Security Assessment, Analysis, and Assurance -- 7. Disaster Management -- Access Control and Authorization -- 8. Authentication Control and Authorization -- 9. Authentication -- Cryptography -- 10. Firewalls -- 11. System...

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An Introduction to Image Classification [E-Book] : From Designed Models to End-to-End Learning /
Table of Contents: ... -- Chapter 6. Decision Boundaries in Feature Space -- Chapter 7. Multi-layer Perceptron for Image Classification -- Chapter 8. Feature Extraction by Convolutional Neural Network -- Chapter 9. Network Set-up for Image Classification -- Chapter 10. Basic Network...

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Handbook of Face Recognition [E-Book] /
Table of Contents: ... Architecture Design -- 6. Loss Function Design -- 7. Auto-Encoders -- 8. Convolutional Neural Networks -- 9. Generative Adversarial Networks -- 10. Transfer Learning and Domain Adaptation -- 11. Deep Learning with Big/Small Data -- 12. Model Compression and Speedup...

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Online Machine Learning [E-Book] : A Practical Guide with Examples in Python /
Bartz, Eva
2024
Table of Contents: ... for OML Methods -- Chapter 7:Practical Applications of Online Machine Learning -- Chapter 8:Open-Source-Software for Online Machine Learning -- Chapter 9:An Experimental Comparison of Batch and Online Machine Learning Algorithms -- Chapter 10:Hyperparameter...

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Introduction to Compiler Design [E-Book] /
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Handbook of Evolutionary Machine Learning [E-Book] /
Table of Contents: .... Evolutionary Clustering -- Chapter 6. Evolutionary Classification and Regression -- Chapter 7. Evolutionary Ensemble Learning -- Chapter 8. Evolutionary Deep Learning -- Chapter 9. Evolutionary Generative Models -- Part 3. Evolutionary Computation for Machine...

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Share the Universe [E-Book] : A Guide to Outreach Astronomy /
Table of Contents: ... -- Chapter 7. Assessing Effectiveness -- Chapter 8. Hand-On Activities for Astronomy Outreach -- Chapter 9. Final Word....

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Food Engineering Principles and Practices [E-Book] : A One-Semester Course /
Table of Contents: ... Mechanics: Applications -- Chapter 7: Heat Transfer: Steady State Conduction -- Chapter 8: Heat Transfer: Steady State Convection -- Chapter 9: Heat Transfer: Unsteady State -- Chapter 10: Heat Transfer: Radiation, Dielectric and Ohmic -- Chapter 11: Mass...

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Handbook of Materials Circular Economy [E-Book] /
Table of Contents: ... for Disassembly and Reuse -- 5. Sustainable Computing - Materials and Solutions -- 6. Circular Supply Chain Management for High-Tech Materials -- 7. Circular Economy and Corporate Social Responsibility -- 8. Case Studies - Accenture Strategy, Singapore SMEs....

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A Course in Natural Language Processing [E-Book] /
Table of Contents: ...Preface -- 1. Introduction -- Part I. Linguistics -- 2. Phonetics/Phonology -- 3. Graphetics/Graphemics -- 4. Morphemes, Words, Terms -- 5. Syntax -- 6. Semantics (and Pragmatics) -- 7. Controlled Natural Languages -- Part II. Mathematical Tools -- 8...

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Group Theory in Physics [E-Book] : An Introduction with a Focus on Solid State Physics /
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Genomics Data Analysis for Crop Improvement [E-Book] /
Table of Contents: .... Mapping of Quantitative Traits Loci: Harnessing Genomics Revolution for Dissecting Complex Traits -- Chapter 6. Trait Based Association Mapping in Plants -- Chapter 7. META-Analysis of Mapping Studies: Integrating QTLs Towards Candidate Gene Discovery...

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Python for Data Science [E-Book] /
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Guidebook for Radiography [E-Book] /
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Digital Signal Processing [E-Book] : Illustration Using Python /
Table of Contents: ... Pole-Zero Placement Method-CHAPTER 7: FIR Filter Design-CHAPTER 8: Infinite Impulse Response Filter-CHAPTER 9: Effect of Quantization of Filter Coefficients-CHAPTER 10: Multi-rate Signal Processing-CHAPTER 11: Adaptive Signal Processing Case Studies....

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Blockchains [E-Book] : A Handbook on Fundamentals, Platforms and Applications /
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Introduction to Non-linear Mechanics [E-Book] : A Unified Energetical Approach /
Table of Contents: ...Chapter 1. Introduction -- Chapter 2. Non-linear and linear elasticity -- Chapter 3. Elasto-plasticity -- Chapter 4. Fracture Mechanics -- Chapter 5. Moving Discontinuities -- Chapter 6. Damage modelling and initiation of defect -- Chapter 7. A...

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