Tabla de Contenidos: “…Introduction to ML -- Linear regression explained -- Deep learning -- Neural networks - the foundation of deep learning -- Programming a neural network -- Scripting the neural network -- Training a neural network -- Activating the warning -- Adding the environmental scanner -- Backward propagation explained -- Gradient descent explained -- Defining the network architecture -- The network view of the world -- Exercises -- TensorFlow -- Summary -- Chapter 9: Blending Light for Architectural Design -- Setting up the project -- Building the scene -- Modifying the base scene -- The environment and placing content -- Building the UI -- Scripting the buttons -- Interacting with the virtual -- Building the object outliner -- Positioning the chair -- Lighting and shadows -- Turning the shadows on -- Exercises -- Summary -- Chapter 10: Mixing in Mixed Reality -- Mixed reality and HoloKit -- Setting up HoloKit -- How does it work? …”

Tabla de Contenidos: “…; IoT reference model; IoT platforms; IoT verticals; Big data and IoT; Infusion of AI -- data science in IoT; Cross-industry standard process for data mining; AI platforms and IoT platforms; Tools used in this book; TensorFlow; Keras; Datasets; The combined cycle power plant dataset; Wine quality dataset; Air quality data; Summary; Chapter 2: Data Access and Distributed Processing for IoT; TXT format Using TXT files in PythonCSV format; Working with CSV files with the csv module; Working with CSV files with the pandas module; Working with CSV files with the NumPy module; XLSX format; Using OpenPyXl for XLSX files; Using pandas with XLSX files; Working with the JSON format; Using JSON files with the JSON module; JSON files with the pandas module; HDF5 format; Using HDF5 with PyTables; Using HDF5 with pandas; Using HDF5 with h5py; SQL data; The SQLite database engine; The MySQL database engine; NoSQL data; HDFS; Using hdfs3 with HDFS; Using PyArrow's filesystem interface for HDFS; Summary; Chapter 3: Machine Learning for IoTML and IoT; Learning paradigms; Prediction using linear regression; Electrical power output prediction using regression; Logistic regression for classification; Cross-entropy loss function; Classifying wine using logistic regressor; Classification using support vector machines; Maximum margin hyperplane; Kernel trick; Classifying wine using SVM; Naive Bayes; Gaussian Naive Bayes for wine quality; Decision trees; Decision trees in scikit; Decision trees in action; Ensemble learning; Voting classifier; Bagging and pasting; Improving your model -- tips and tricksFeature scaling to resolve uneven data scale; Overfitting; Regularization; Cross-validation; No Free Lunch theorem; Hyperparameter tuning and grid search; Summary; Chapter 4: Deep Learning for IoT; Deep learning 101; Deep learning-why now?…”

Tabla de Contenidos: “…Reference Frame and Streamline Pattern; 6. Linear Strain Rate; 7. Shear Strain Rate; 8. Vorticity and Circulation; 9. …”

Tabla de Contenidos: “…Key Features and Workflows Introduced in this Design ProblemIntroduction; Workflow of Design Problem 6; CHAPTER 8 DP7 - Simulate a Sprocket Chain: Design of a High-Speed Bottle Transfer Unit; Joints Introduced/Covered in this Design; Key Features and Workflows Introduced in this Design Problem; Introduction; Workflow of Design Problem 7 Stage 2; CHAPTER 9The Stress Analysis Environment; The Finite Element Method (FEM) - An Overview; Types Of Finite Element Method (FEM) Elements; Methods to Enhance Finite Element Method (FEM) Results; Linear and Nonlinear Analysis…”

Tabla de Contenidos: “…The Physics of Multiple-Prism Optics; 4.1 Introduction; 4.2 Generalized Multiple-Prism Dispersion; 4.3 Multiple-Prism Dispersion and Linewidth Narrowing; 4.4 Multiple-Prism Dispersion and Pulse Compression; 4.5 Applications of Multiple-Prism Arrays; Problems; References; Chapter 5. Linear Polarization; 5.1 Maxwell Equations; 5.2 Polarization and Reflection; 5.3 Polarizing Prisms; 5.4 Polarization Rotators; Problems; References; Chapter 6. …”

Tabla de Contenidos: “…Chapter 4: ArraysBasic Concepts; One-dimensional Arrays; Nonzero Lower Bounds; Triangular Arrays; Sparse Arrays; Matrices; Summary; Exercises; Chapter 5: Stacks and Queues; Stacks; Queues; Summary; Exercises; Chapter 6: Sorting; O(N2) Algorithms; O(N log N) Algorithms; Sub O(N log N) Algorithms; Summary; Exercises; Chapter 7: Searching; Linear Search; Binary Search; Interpolation Search; Summary; Exercises; Chapter 8: Hash Tables; Hash Table Fundamentals; Chaining; Open Addressing; Summary; Exercises; Chapter 9: Recursion; Basic Algorithms; Graphical Algorithms; Backtracking Algorithms…”

Tabla de Contenidos: “…; Counting in Counties; Moving Down to Counties; Introducing Linear Regression; Understanding Common Pitfalls in Regression Analysis; Regression on Zero Access Infections; Summary; Recommended Reading; Chapter 6 Visualizing Security Data; Why Visualize?…”

Tabla de Contenidos: “…Chapter 14: Getting your app ready for the Play StoreChapter 15: The Backend as a Service Options; Index; Introduction; Declaring an activity; Starting a new activity with an intent object; Switching between activities; Passing data to another activity; Returning a result from an activity; Saving an activity's state; Storing persistent activity data; Understanding the activity lifecycle; Introduction; Defining and inflating a layout; Using RelativeLayout; Using LinearLayout; Creating tables - TableLayout and GridLayout; Using ListView, GridView, and Adapters…”

Tabla de Contenidos: “…Front Cover -- Indoor Navigation Strategies for Aerial Autonomous Systems -- Copyright -- Contents -- About the Authors -- Preface -- Acknowledgments -- Part 1 Background -- 1 State-of-the-Art -- 1.1 Mathematical Representation of the Vehicle Dynamics -- 1.2 Attitude Estimation Using Inertial Sensors -- 1.3 Delay Systems &amp -- Predictors -- 1.4 Data Fusion for UAV Localization -- 1.5 Control &amp -- Navigation Algorithms -- 1.6 Trajectory Generation &amp -- Tracking -- 1.7 Obstacle Avoidance -- 1.8 Teleoperation -- References -- 2 Modeling Approaches -- 2.1 Force and Moment in a Rotor -- 2.2 Euler-Lagrange Approach -- 2.3 Newton-Euler Approach -- 2.4 Quaternion Approach -- 2.5 Discussion -- References -- Part 2 Improving Sensor Signals for Control Purposes -- 3 Inertial Sensors Data Fusion for Orientation Estimation -- 3.1 Attitude Representation -- 3.2 Sensor Characterization -- 3.3 Attitude Estimation Algorithms -- 3.4 A Computationally-Efficient Kalman Filter -- 3.5 Discussion -- References -- 4 Delay Signals &amp -- Predictors -- 4.1 Observer-Predictor Algorithm for Compensation of Measurement Delays -- 4.2 State Predictor-Control Scheme -- 4.3 Discussion -- References -- 5 Data Fusion for UAV Localization -- 5.1 Sensor Data Fusion -- 5.2 Prototype and Numerical Implementation -- 5.3 Flight Tests and Experimental Results -- 5.4 OptiTrack Measurements vs EKF Estimation -- 5.5 Rotational Optical Flow Compensation -- 5.6 Discussion -- References -- Part 3 Navigation Schemes &amp -- Control Strategies -- 6 Nonlinear Control Algorithms with Integral Action -- 6.1 From PD to PID Controllers -- 6.2 Saturated Controllers with Integral Component -- 6.3 Integral and Adaptive Backstepping Control - IAB -- 6.4 Discussion -- References -- 7 Sliding Mode Control -- 7.1 From the Nonlinear Attitude Representation to Linear MIMO Expression…”

Tabla de Contenidos: “…Part III The Future of the θ‐method -- Chapter 6 θ‐Reflections from the Next Generation of Forecasters -- 6.1 Design -- 6.2 Seasonal Adjustment -- 6.3 Optimizing the Theta Lines -- 6.4 Adding a Third Theta Line -- 6.5 Adding a Short‐term Linear Trend Line -- 6.6 Extrapolating Theta Lines -- 6.7 Combination Weights -- 6.8 A Robust Theta Method -- 6.9 Applying Theta Method in R Statistical Software -- Chapter 7 Conclusions and the Way Forward -- References -- Index -- EULA…”

Tabla de Contenidos: “…Purpose -- A brief history -- Ancient technology -- Early devices -- Modern revolution -- Physiology and psychology -- Physics of light -- Perception of light -- Design elements -- Design team -- Design process -- Budget based -- Concept based -- Collaboration -- Functions of media design -- Informative -- Environmental -- Emotive -- Special effect -- Textural -- Live effects and interactivity -- Source material -- Stock content -- Copyright -- Royalty/royalty free -- Public domain -- Fair use -- File sharing websites -- Custom content -- Non linear editor -- Composition -- File size/compression -- Codecs -- Alpha channel/matte -- Storage and transport -- Streaming video -- Resolution -- Pixel density/raster -- Perceived resolution -- Aspect ratio -- Interlaced or progressive scan -- Frame rate -- Refresh rate -- Display surface -- Screen properties -- Gain -- Contrast ratio -- Viewing angle -- Texture -- Rear or front projection -- Non-traditional materials -- Video and LED walls -- Monitor -- Rear projection -- Rear projection cube -- Laser phosphor display -- Panel -- Transparent display -- Electro-wetting and electrophoretic technology -- Projectors -- Historical devices -- Cathode ray tube -- Projector anatomy -- DLP -- Single chip -- 3-chip -- LCOS -- Illumination technology -- Metal halide -- Xenon -- Solid state -- Lens -- Fixed -- Zoom -- Source -- Analog source -- Digital source -- Tape based and optical disk systems -- Hard disk and solid state systems -- Camera -- Streaming media -- Computer based systems -- Slide -- Cue -- Timeline -- VJ sampling -- Object oriented programing environment -- Media server -- Distribution -- Analog sunset -- Digital rights management -- Extended display information data -- Video signal interfaces -- Cable -- Copper -- Adaptive copper -- Fiber -- Passive / active adapters -- VOIP -- HDBASE-T/ Audio video bridging -- Passive splitter -- Distribution amplifier -- Wireless -- Scaling -- Scan converting -- Resolution multiplier -- Control -- Switchers -- Passive -- Glitch free -- Seamless -- Mixers -- Matrix routers -- Computers -- Control communication -- Timecode -- OSC -- Encoders -- Serial communication -- Virtual network computing -- Artnet/ethernet -- CITP protocol -- Media server extensions layer -- Syphon/spout -- Network -- Internet protocol -- Switches and routers -- Wireless bridging -- System management -- Data transfer and file sharing -- Information preservation -- Presentation -- Optical alignment -- Keystone correction -- Pixel adjustment -- Gamma -- Color correction -- Brightness -- Lumens and nits -- Stacking -- Contrast ratio -- Video black -- Ambient light -- Trouble shooting -- Grounding and shielding -- Skew -- Signal strength -- Sync -- Genlock -- Edid/handshake -- Digital artifacts -- Dropped frames -- Latency -- Content playback errors -- Display errors -- Control errors -- Network errors -- Preventive maintenance -- Advanced projection design -- Video mapping and masking -- Masking irregular shaped objects -- Mapping 3D objects -- Blending -- Moving fixtures -- 3D projection -- Passive optics -- Active shutters -- Interactive projection -- Image tracking -- Blob detection -- Sensors -- Encoders -- Particle generation and cellular automatons -- Holography -- Pepper's ghost -- Light field display -- Atmospheric projection -- Large scale imaging -- Augmented reality…”

Tabla de Contenidos:

Tabla de Contenidos: “…Interaktion mit dem BetriebssystemWerkzeuge zur Softwareentwicklung; IPython HTML Notebook; Tipps zur produktiven Codeentwicklung mit IPython; Fortgeschrittene Features von IPython; Danksagung; Kapitel 4: Grundlagen von NumPy: Arrays und vektorisierte Berechnung; Das ndarray von NumPy: ein mehrdimensionales Array-Objekt; Universelle Funktionen: Schnelle elementweise Array-Funktionen; Datenverarbeitung mit Arrays; Dateiein- und -ausgabe bei Arrays; Lineare Algebra; Erzeugen von Zufallszahlen; Beispiel: Random Walks; Kapitel 5: Erste Schritte mit pandas…”

Tabla de Contenidos: “…; Memory consumption and memory leaks; The risk of premature optimization; Running time complexity; Constant time - O(1); Linear time - O(n); Logarithmic time - O(log n); Linearithmic time - O(nlog n); Factorial time - O(n!)…”

Tabla de Contenidos: “…Average versus RMSTrue RMS Meters; Understanding AC Electricity; Chapter 5 Electrical Loads; Resistance; Series Resistance; Parallel Resistance; Series/Parallel Resistance; Reactance; Inductors; Capacitors; Impedance; Complex Impedance; Non-Linear Loads; Harmonics; Third-Order Harmonics; Triplens; Understanding Electrical Loads; Chapter 6 AC Power; Phase Angles; DC Power versus AC Power; Complex Power; Power Factor; The AC Power Formula; Consequences of Low Power Factor; Power Factor Correction; Three-Phase Power; Four-Wire Plus Ground Wye or Star Service; Three-Phase Power Calculations…”

Tabla de Contenidos: “…Environmental ImpactHumidity; Conductivity; Temperature; Model and simulation; Model Geometries; Stripline structures; Microstrip structures; Corner Models; Iterative corner model; Monte Carlo corner model; Ideal Assumptions: Homogeneous Impedance; Ideal Assumptions: Crosstalk Aggressors; Transmitters; IBIS Models; Spice Voltage Source Model; Linearity test; 3D Modeling; Ports/Terminals; Wave ports; Lumped ports; Model Analysis Settings; Discrete or interpolating solutions; Frequency range and step size; Port order; Normalize result to 50ohms; Plated-Through-Hole Via; Model Techniques…”

Tabla de Contenidos: “…Understanding histogram componentsEnhancing the image contrast; Understanding histogram equalization; Enhancing grayscale images; Enhancing an HSV image; Enhancing an RGB image; Summary; Chapter 3: App 2 - Software Scanner; Spatial filtering; Understanding convolution and linear filtering; Removing noise; The averaging filter; The Gaussian filter; The median filter; UI definitions; Applying filters to reduce image noise; Finding edges; The Sobel edge detector; The Canny edge detector; UI definitions; Applying the Sobel filter to find edges; Using the Canny edge detector; Detecting shapes…”

Tabla de Contenidos: “…Combining Sync and CameraFlow DiagramsOut-of-Phase Cameras; Video Switchers; Vertical Interval Switchers; Component Switchers; Digital Switchers; Special Effects; Switcher Applications; Production and Editing Switchers; On-Air Switchers; Routing Switchers; Production Switcher Flow Diagram; Switcher Buses; Switcher Outputs; Switcher Transitions andSpecial Effects; Wipes; Special Effects Keys - LuminanceKeys; Linear or Transparent Keys; Special Effects Keys - Chroma Keys; Composite versus Component Video; Problems of Composite Video; Component Video; Y/C; Color Difference Component Video…”

Tabla de Contenidos: “…Chapter 8 Computers, Bandwidth, and SpeedChoking the System; Bandwidth and Data Rates; Editing Codecs; Transcoding; Hard Drive Technology; Multicamera Math; Minimum Requirements; Shared Storage; Demystifying Multithreading; Chapter 9 Multicamera NonLinear Editing Software; Today's Top Systems; Avid Media Composer; Apple Final Cut Pro; Adobe Premiere Pro; Sony Vegas; Grass Valley EDIUS (and the Rest); Chapter 10 Preparing the Multicamera Project for Editing; Offline/Online Workflow; The Proxy; Mixed Formats and Frame Rates; Naming Angles; Logging; The Ultimate Multicam Tape Logging Shortcuts…”

Tabla de Contenidos: “…Chapter 13: Slightly More Complicated Testing Cracking the Combinations; Cracking the Combinations Again; For Mac Users; Chapter 14: Regression: Linear and Multiple; The Plot of Scatter; Graphing Lines; Regression: What a Line!…”