Search Results - computer program testing data processing.

Table of Contents: “...game using CLIP -- Directional Graph Transformer-based Control Flow Embedding for Malware Classification -- Violence Detection with Audio inside the Car -- Evaluating Uni-dimensional Convolutional Neural Networks to Forecast the Influent pH of Wastewater Treatment Plants -- LSTM neural network modeling of wind speed and correlation analysis of wind and waves -- Finding Local Explanations through Masking Models -- Wind Turbine Modelling based on Neural Networks: a First Approach -- Multi-Attribute Forecast of the Price in the Iberian Electricity Market -- Tracking the temporal-evolution of supernova bubbles in numerical simulations -- SOMiMS - Topographic Mapping in the Model Space -- Fair Regret Minimization Queries -- Chimera: A Hybrid Machine Learning-Driven Multi-Objective Design Space Exploration Tool for FPGA High-Level Synthesis -- Special Session on Clustering for Interpretable Machine Learning -- Detecting Communities in Feature-Rich Networks with a K-Means Method -- Meta-learning based feature selection for clustering -- ACHC: Associative Classifier based on Hierarchical Clustering -- Special Session on Machine Learning towards Smarter Multimodal Systems -- Multimodal Semi-supervised Bipolar Disorder Classification -- Developments on support vector machines for multiple-expert learning -- WalkingStreet: understanding human mobility phenomena through a mobile application -- Indoor Positioning System for Ubiquitous Computing Environments -- Special Session on Computational Intelligence for Computer Vision and Image Processing -- T Line and C Line Detection and Ratio Reading of the Ovulation Test Strip Based on Deep Learning -- Radar echo image prediction algorithm based on multi-scale encoding-decoding network. ....”
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Table of Contents: “...-- Exam FC0-U71 Exam Objectives -- FC0-U71 Certification Exam Objective Map -- How to Contact the Publisher -- Part I Domain 1.0: IT Concepts and Terminology -- Chapter 1 Computing Basics: Objective 1.1: Explain the basics of computing -- Computer Actions -- Input -- Processing -- Output -- Storage -- Tying It All Together -- Chapter 2 Notational Systems: Objective 1.2: Identify notational systems -- Storing Data -- Binary Data -- Decimal Data -- Hexadecimal Data -- Octal Data -- Character Encoding -- Chapter 3 Units of Measure: Objective 1.3: Compare and contrast common units of measure -- Measuring Data Storage -- Bits and Bytes -- Measuring Data Throughput -- Multiples of bps -- Measuring Processor Speed -- Chapter 4 Troubleshooting: Objective 1.4: Explain the troubleshooting methodology -- Troubleshooting Methodology -- Identify the Problem -- Establish a Theory of Probable Cause -- Test the Theory to Determine the Cause -- Establish a Plan of Action to Resolve the Problem and Implement the Solution -- Verify Functionality and, if Applicable, Implement Preventive Measures -- Document Findings/Lessons Learned, Actions, and Outcomes -- Part II Domain 2.0: Infrastructure -- Chapter 5 Computing Devices: Objective 2.1: Explain common computing devices and their purposes -- Computing Device Types -- Desktop Computers -- Workstations -- Servers -- Mobile Devices -- Gaming Consoles -- Virtual and Augmented Reality Systems -- Internet of Things -- Home IoT Devices -- Workplace IoT Devices -- Chapter 6 Internal Computing Components: Objective 2.2: Explain the purpose of common internal computing components -- CPU -- CPU Performance -- Motherboard....”
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Table of Contents: “...Introduction -- Part 1: Advanced language features -- Python type hints -- Class slots -- Weak references -- Data classes -- Structural pattern matching -- Working with pprint -- Shallow v deep copy -- The __init__versus __new__ and __call__ -- Python metaclasses and meta programming -- Part 2: Computer graphics and GUIs -- Introduction to computer graphics -- Python turtle graphics -- Computer generated art -- Introduction to Matplotlib -- Graphing with Matplotlib pyplot -- Graphical user interfaces -- Tkinter GUI library -- Events in Tkinter user interfaces -- PyDraw Tkinter example application -- Part 3: Computer graphics and GUIs -- Introduction to games programming -- Building games with pygame -- StarshipMeteors pygame -- Part 4: Testing -- Introduction to testing -- PyTest testing framework -- Mocking for testing -- Part 5: File Input / Output -- Introduction to files, paths and IO -- Reading and writing files -- Stream IO -- Working with CSV files -- Working with excel files -- Regular expressions in Python -- Part 6: Database access -- Introduction to databases -- Python DB-API -- PyMySQL module -- Part 7: Logging -- Introduction to logging -- Logging in Python -- Advanced logging -- Part 8: Concurrency and parallelism -- Introduction to concurrency and parallelism -- Threading -- MultiProcessing -- Inter thread / Process synchronisation -- Futures -- Concurrency with AsyncIO -- Performance monitoring and profiling -- Part 9: Reactive programming -- Reactive programming introduction -- RxPy observables, observers and subjects -- RxPy operators -- Part 10: Network programming -- Introduction to sockets and web services -- Sockets in Python -- Web services in Python -- Flask web services -- Flask bookshop web service -- Part 11: Data analytics and machine learning -- Introduction to data science -- Pandas and data analytics -- Alternatives to pandas -- Machine learning in Python -- Pip and Conda virtual environments....”
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Table of Contents: “...General Data Protection Regulation -- EU-US Safe Harbor -- US Privacy Act of 1974 -- International Cooperation -- Import/Export Restrictions -- Trans-border Data Flow -- Important Laws and Regulations -- US Computer Fraud and Abuse Act -- HIPAA -- United States Breach Notification Laws -- Ethics -- The (ISC)2 Code of Ethics -- The (ISC)2 Code of Ethics Canons in Detail -- Computer Ethics Institute -- IABs Ethics and the Internet -- Information Security Governance -- Security Policy and Related Documents -- Policy -- Components of Program Policy -- Policy Types -- Procedures -- Standards -- Guidelines -- Baselines -- Personnel Security -- Candidate Screening and Hiring -- Onboarding -- Employee Termination -- Security Awareness and Training -- Gamification -- Security Champions -- Access Control Defensive Categories and Types -- Preventive -- Detective -- Corrective -- Recovery -- Deterrent -- Compensating -- Comparing Access Controls -- Risk Analysis -- Assets -- Threats and Vulnerabilities -- Risk=Threat x Vulnerability -- Impact -- Risk Analysis Matrix -- Calculating Annualized Loss Expectancy -- Asset Value -- Exposure Factor -- Single Loss Expectancy -- Annual Rate of Occurrence -- Annualized Loss Expectancy -- Total Cost of Ownership -- Return on Investment -- Budget and Metrics -- Risk Response -- Accept the Risk -- Risk Acceptance Criteria -- Mitigate the Risk -- Transfer the Risk -- Risk Avoidance -- Quantitative and Qualitative Risk Analysis -- The Risk Management Process -- Risk Maturity Modeling -- Security and Third Parties -- Service Provider Contractual Security -- Minimum Security Requirements -- Service Level Agreements and Service Level Requirements -- Attestation -- Right to Penetration Test/Right to Audit -- Supply Chain Risk Management -- Risks Associated With Hardware, Software, and Services -- Vendor Governance -- Acquisitions....”
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Table of Contents: “...PPS: A Low-Latency and Low-Complexity switching architecture based on packet prefetch and arbitration prediction -- SWR: Using Windowed Reordering to Achieve Fast and Balanced Heuristic for Streaming Vertex-Cut Graph Partitioning -- Flexible Data Flow Architecture for Embedded Hardware Accelerators -- HBL-Sketch: a New Three-tier Sketch for Accurate Network Measurement -- Accelerating Large Integer Multiplication Using Intel AVX-512IFMA -- A Communication-Avoiding Algorithm for Molecular Dynamics Simulation -- Out-of-Core GPU-Accelerated Causal Structure Learning -- Accelerating Lattice Boltzmann Method by Fully Exposing Vectorizable Loops -- A Solution for High Availability Memory Access -- Verication of Microservices Using Metamorphic Testing -- A New Robust and Reversible Watermarking Technique Based on Erasure Code -- Exit-Less Hypercall: Asynchronous System Calls in Virtualized Processes -- Automatic Optimization of Python Skeletal Parallel Programs -- Distributed and Parallel and Network-based Computing Impromptu Rendezvous Based Multi-Threaded Algorithm for Shortest Lagrangian Path Problem on Road Networks -- FANG: Fast and E cient Successor-State Generation for Heuristic Optimization on GPUs -- DETER: Streaming Graph Partitioning via Combined Degree and Cluster Information -- Which Node Properties Identify the Propagation Source in Networks? ...”
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Table of Contents: “...PPS: A Low-Latency and Low-Complexity switching architecture based on packet prefetch and arbitration prediction -- SWR: Using Windowed Reordering to Achieve Fast and Balanced Heuristic for Streaming Vertex-Cut Graph Partitioning -- Flexible Data Flow Architecture for Embedded Hardware Accelerators -- HBL-Sketch: a New Three-tier Sketch for Accurate Network Measurement -- Accelerating Large Integer Multiplication Using Intel AVX-512IFMA -- A Communication-Avoiding Algorithm for Molecular Dynamics Simulation -- Out-of-Core GPU-Accelerated Causal Structure Learning -- Accelerating Lattice Boltzmann Method by Fully Exposing Vectorizable Loops -- A Solution for High Availability Memory Access -- Verication of Microservices Using Metamorphic Testing -- A New Robust and Reversible Watermarking Technique Based on Erasure Code -- Exit-Less Hypercall: Asynchronous System Calls in Virtualized Processes -- Automatic Optimization of Python Skeletal Parallel Programs -- Distributed and Parallel and Network-based Computing Impromptu Rendezvous Based Multi-Threaded Algorithm for Shortest Lagrangian Path Problem on Road Networks -- FANG: Fast and E cient Successor-State Generation for Heuristic Optimization on GPUs -- DETER: Streaming Graph Partitioning via Combined Degree and Cluster Information -- Which Node Properties Identify the Propagation Source in Networks? ...”
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