Tabla de Contenidos:

Tabla de Contenidos: “…Comprehensive Bus Architecture Power Models; 5.3. Bus Wire Thermal Models; 5.4. Discussion: PVT Variation-Aware Power Estimation; 5.5. …”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Contributors -- Table of Contents -- Preface -- Part 1: Getting More Out of Native Tools -- Chapter 1: Reviewing the Basics -- Technical requirements -- Navigating in SketchUp -- Navigating with the Orbit, Zoom, and Pan icons -- Navigating with a touchpad -- Navigating with a three-button mouse -- The best way to navigate in SketchUp -- Exploring edges and faces -- Edges are lines, right? …”

Tabla de Contenidos: “…Agility and creativity -- 1.5. Agility and decision-making -- 1.6. Innovation-oriented agile monitoring -- 1.7. …”

Tabla de Contenidos:

Tabla de Contenidos: “…Peers: Some Are Helpful Others Are Not So Helpful; Normalizing the Experience of Grief; Chapter 5 Initiating and Organizing a Grief Group; Initiating the Plan; Publicizing the Group; Registration and Interview; Chapter 6 Group Design; The First Two Meetings; The Middle Meetings; The Final Meeting: Saying Goodbye and Evaluating; Beyond the Group; Part C: Specific Structured Activities; Chapter 7 Helping Teens Connect; Activity 7.1 Getting to Know You; Activity 7.2 My Coat of Arms; Activity 7.3 Line Up; Activity 7.4 Stress Busters; Activity 7.5 Mirroring…”

Tabla de Contenidos: “…Gender Issues, Sexuality and Dress -- The gender balance in teams -- Dress and appearance in work -- Dress and sexuality -- Men wearing earrings at work…”

“…Simply look up a picture idea and then recreate the setup and shooting instructions, or read through the book for tons of inspiring portrait ideas. Table of Contents Chapter 1: The Fundamentals of Studio Portrait Photography Chapter 2: The Classic Studio Portrait Chapter 3: The Beauty Portrait Chapter 4: Glamour, Fashion, and Lifestyle Chapter 5: Character Portrait Chapter 6: Couples and Groups Chapter 7: Children and Family Chapter 8: Movement and Action…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Contributors -- Table of Contents -- Preface -- Part 1: Learning the TDD Cycle -- Chapter 1: Setting up for Testing -- Technical requirements -- Creating a new SvelteKit project -- Installing and running Playwright -- Running Vitest -- Preparing your development environment for frequent unit testing -- Choosing your editor -- Creating a shell alias -- Changing the test runner to report each test name -- Watching the test fail -- Configuring support for Svelte component tests -- Installing jsdom and testing library helpers -- Writing a test for the DOM -- Writing a first Svelte component test -- Ensuring the DOM is cleared after each test run -- Restoring mocks automatically -- Optional configuration -- Configuring Prettier's print width -- Reducing the tab width in the Terminal -- Summary -- Chapter 2: Introducing the Red-Green-Refactor Workflow -- Technical requirements -- Understanding the Red-Green-Refactor workflow -- Thinking ahead with some up-front design -- The Birthdays application -- Writing a failing test -- Making it pass -- Repeating the process -- Refactoring the tests -- Cleaning up warnings -- Adding a third test to triangulate -- Adding styles to the component -- Summary -- Chapter 3: Loading Data into a Route -- Technical requirements -- Using Playwright to specify end-to-end behavior -- Writing the test and watching it fail -- Understanding the difference between Vitest tests and Playwright tests -- Deciding an approach to make the end-to-end test pass -- Test-driving the load function -- Test-driving the page component -- Summary -- Chapter 4: Saving Form Data -- Technical requirements -- Adding a Playwright test for data input -- Test-driving a SvelteKit form -- Adding the form component to the page component -- Test-driving a SvelteKit form action…”

Tabla de Contenidos: “…; How This Book Is Organized; How to Use This Book; Doing the Exercises; Conventions Used in This Book; What the Icons Mean; About the DVD; Other Information; Contacting the Author; Acknowledgments; Contents at a Glance; Contents; Part I: AutoCAD and AutoCAD LT Basics; Quick Start: Drawing a Window; Summary; Chapter 1: Starting to Draw; AutoCAD's Advantages; Comparing AutoCAD and AutoCAD LT; Starting AutoCAD and AutoCAD LT; Creating a New Drawing; Using the AutoCAD and AutoCAD LT Interface…”

Tabla de Contenidos: “…Introduction and Background; 5.2. Wavelength Multiplexing; 5.3. Commercial WDM Systems; 5.4. …”

Tabla de Contenidos: “…-- Vectorizing to black with the Single scan tab -- Vectorizing to color shapes -- Tracing parts of a bitmap with the Fill Bucket tool -- Try it yourself -- Summary -- Chapter 15: Document Properties, Pages, Exporting, and Printing -- Technical requirements -- The Document Properties dialog -- The Pages tool -- The Export dialog -- Save and export considerations -- Saving for printed magazine adverts -- Saving and exporting for email-friendly PDFs -- Exporting for the web -- Saving for CNC cutters and engravers -- Exporting for print-on-demand websites -- Printing -- Summary -- Index -- Other Books You May Enjoy…”

Tabla de Contenidos: “…-- "What Works" Models for People -- "What Works" Models for Organizations -- 4 STEP 4: DEI Initiatives-Take Action -- DEI Strategies and Measures -- Personal DEI Strategy Framework -- Developing a Personal DEI Preference and Competence Model -- Designing a Personal DEI Learning Journey -- The Five Dimensions of a Personal DEI Learning Journey -- Examples of Personal DEI Strategies -- The Crawl, Walk, Run Approach to a Personal DEI Learning Journey -- Organizational DEI Strategy Framework -- Examples of Organizational DEI Strategies -- Determining DEI Strategies -- Formatting Your DEI Strategy Statements -- Examples of Personal DEI Strategies -- Examples of Organizational DEI Strategies -- Defining DEI Measures -- Formatting Your DEI Measures Statements -- Personal DEI Strategic Plan Example -- Organizational DEI Strategic Plan Example -- 5 STEP 5: DEI Impact-Evaluate Results -- DEI Data Reporting -- DEI Scorecards -- A Personal DEI Scorecard -- An Organizational DEI Scorecard -- DEI Dashboards -- A Personal DEI Dashboard -- An Organizational DEI Dashboard -- Creating a DEI Scorecard or Dashboard -- Visualizing Data -- Decide What Story You Are Trying to Tell with the Data…”

Tabla de Contenidos: “…-- Downloading Godot -- Alternate installation methods -- Overview of the Godot UI -- Project Manager -- Editor window -- Learning about nodes and scenes -- Scripting in Godot -- About GDScript -- Summary -- Chapter 2: Coin Dash - Build Your First 2D Game -- Technical requirements -- Setting up the project -- Vectors and 2D coordinate systems -- Part 1 - the player scene -- Creating the scene -- Sprite animation -- Collision shape -- Scripting the player -- Moving the player -- Choosing animations -- Starting and ending the player's movement -- Preparing for collisions -- Part 2 - the coin scene -- The node setup -- Coin script -- Part 3 - the Main scene -- Node setup -- Main script -- Starting a new game -- Part 4 - the user interface -- Node setup -- Message label -- Score and time display -- Score and time display -- Updating the UI via GDScript -- Game over -- Adding HUD to Main -- Part 5 - finishing up -- Visual effects -- Sound -- Powerups -- Coin animation -- Obstacles -- Summary -- Chapter 3: Space Rocks: Build a 2D Arcade Classic with Physics -- Technical requirements -- Setting up the project -- Rigid body physics -- The player's ship -- Body and physics setup -- State machines -- Adding player controls -- Screen wrap -- Shooting -- Adding the rocks -- Scene setup -- Variable size rocks -- Instantiating rocks -- Exploding rocks -- Creating the UI -- Layout -- Scripting the UI -- The Main scene's UI code -- Player code -- Ending the game -- Detecting collisions between rigid bodies -- Pausing the game -- Enemies -- Following a path -- Enemy scene -- Moving the enemy -- Spawning enemies…”

Tabla de Contenidos: “…4.4.2 Measure Cells Shortly After Detachment -- 4.4.3 Perform Only Few Experiments per Day -- 4.4.4 Use Preferably New Electrodes -- 4.4.5 Use Small Voltage Signals -- 4.4.6 Do not apply a DC potential to impedance experiments -- 4.5 Conclusions -- 5 Measuring the Cell Surface Charge -- 5.1 Introduction -- 5.2 Low Frequency Dispersion of Colloidal Particles Suspended in Electrolyte Solutions -- 5.3 Dimensional Analysis of Equation 5.7 -- 5.4 Correction of Schwarz Model to 4T Experiments -- 5.5 Experimental Results: Calculation of the Cell Surface Charge -- 5.6 Comments on Schwarz Theory -- 5.7 Conclusions -- 6 Measuring Adherent Cells -- 6.1 Introduction -- 6.2 Theoretical Background -- 6.2.1 Working Principle -- 6.2.2 Presence of the Double Layer -- 6.2.3 Equivalent Circuit Model to Analyse the Cells Attached to Interdigitated Electrodes -- 6.3 Experimental Procedure -- 6.4 Experimental Results -- 6.4.1 Cell Attachment and Growth -- 6.4.2 Evaluating Chemotheraphy Effects -- 6.5 Conclusions -- 7 Spectral Response of Healthy Tissues and Solid Tumors -- 7.1 Theoretical Background -- 7.2 Spectral Response of Healthy Tissues -- 7.3 Tumor Composition and Organization -- 7.4 Main Structural Differences Between Tumor and Healthy Tissues -- 7.5 Comparison Tumor vs. …”

Tabla de Contenidos: “…An Introduction to BeautifulSoup -- Installing BeautifulSoup -- Running BeautifulSoup -- Connecting Reliably and Handling Exceptions -- Chapter 5. …”

Tabla de Contenidos: “…-- Summary -- References -- Chapter 8: Techniques for Identifying and Removing Bias -- The bias conundrum -- Types of bias -- Easy to identify bias -- Difficult to identify bias -- The data-centric imperative -- Sampling methods -- Other data-centric techniques -- Case study -- Loading the libraries -- AllKNN undersampling method -- Instance hardness undersampling method -- Oversampling methods -- Shapley values to detect bias, oversample, and undersample data -- Summary -- Chapter 9: Dealing with Edge Cases and Rare Events in Machine Learning -- Importance of detecting rare events and edge cases in machine learning -- Statistical methods -- Z-scores -- Interquartile Range (IQR) -- Box plots -- Scatter plots -- Anomaly detection -- Unsupervised method using Isolation Forest -- Semi-supervised methods using autoencoders -- Supervised methods using SVMs -- Data augmentation and resampling techniques -- Oversampling using SMOTE -- Undersampling using RandomUnderSampler -- Cost-sensitive learning -- Choosing evaluation metrics -- Ensemble techniques -- Bagging -- Boosting -- Stacking -- Summary -- Part 4: Getting Started with Data-Centric ML -- Chapter 10: Kick-Starting Your Journey in Data-Centric Machine Learning -- Solving six common ML challenges -- Being a champion for data quality -- Bringing people together -- Taking accountability for AI ethics and fairness -- Making data everyone's business - our own experience -- Summary -- References -- Index -- Other Books You May Enjoy…”

Tabla de Contenidos: “…Creating the Exam App Frame and Views -- Connecting Django Views and URLs -- Developing Django Templates -- Running Your Django Application -- Integrating ChatGPT and Django for Quiz Generation -- Building the Quiz Generation Text Area and Submit Button -- Creating ChatGPT API Views with Django -- Storing and Downloading Generated Quizzes -- Saving the Quizzes in an SQLite Database -- Building the Download Quiz View -- Designing the Download Template -- Summary -- Part 3: The ChatGPT, DALL-E, and Whisper APIs for Desktop Apps Development -- Chapter 6: Language Translation Desktop App with the ChatGPT API and Microsoft Word -- Technical Requirements -- Integrating ChatGPT API with Microsoft Office -- Building a User Interface with Tkinter -- Integrating Microsoft Word Text with the ChatGPT API -- Translating a Word Text with ChatGPT 3.5 Turbo -- Summary -- Chapter 7: Building an Outlook Email Reply Generator -- Technical Requirements -- Passing Outlook Data to the ChatGPT API -- Setting Up the Outlook Email -- Accessing Email Data with the win32com Client -- Generating automatic email replies -- Summary -- Chapter 8: Essay Generation Tool with PyQt and the ChatGPT API -- Technical Requirements -- Building a Desktop Application with PyQT -- Setting Up the Essay Generation Tool Project -- Building the Application GUI with PyQt -- Creating Essay Generation Methods with the ChatGPT API -- Controlling the ChatGPT API Tokens -- Summary -- Chapter 9: Integrating ChatGPT and DALL-E API: Build End-to-End PowerPoint Presentation Generator -- Technical Requirements -- Using DALL-E and the DALL-E API -- Building PowerPoint Apps with the PPTX Python Framework -- Generating Art with the DALL-E API -- Finalizing and Testing the AI Presentation Generator -- Summary -- Chapter 10: Speech Recognition and Text-to-Speech with the Whisper API -- Technical Requirements…”

Tabla de Contenidos: “…-- Accessing the WWW with Python -- Setting things up -- Creating a virtual environment -- Installing libraries -- Loading URLs -- URL handling and operations -- requests - Python library -- Implementing HTTP methods -- GET -- POST -- Summary -- Further reading -- Part 2: Beginning Web Scraping -- Chapter 3: Searching and Processing Web Documents -- Technical requirements -- Introducing XPath and CSS selectors to process markup documents -- The Document Object Model (DOM) -- XPath -- CSS selectors -- Using web browser DevTools to access web content -- HTML elements and DOM navigation -- XPath and CSS selectors using DevTools -- Scraping using lxml - a Python library -- lxml by example -- Web scraping using lxml -- Parsing robots.txt and sitemap.xml -- The robots.txt file -- Sitemaps -- Summary -- Further reading -- Chapter 4: Scraping Using PyQuery, a jQuery-Like Library for Python -- Technical requirements -- PyQuery overview -- Introducing jQuery -- Exploring PyQuery -- Installing PyQuery -- Loading a web URL -- Element traversing, attributes, and pseudo-classes -- Iterating using PyQuery -- Web scraping using PyQuery -- Example 1 - scraping book details -- Example 2 - sitemap to CSV -- Example 3 - scraping quotes with author details -- Summary -- Further reading…”

Tabla de Contenidos: “…-- Machine learning paradigms -- Introducing models, datasets, and supervised learning -- Models -- Hyperparameters -- Datasets -- Overfitting and generalization -- Supervised learning -- Model performance metrics -- A modeling example -- Decision tree learning -- Entropy and information gain -- Building a decision tree using C4.5 -- Overfitting in decision trees -- Building decision trees with scikit-learn -- Decision tree hyperparameters -- Summary -- References -- Chapter 2: Ensemble Learning - Bagging and Boosting -- Technical requirements -- Ensemble learning -- Bagging and random forests -- Random forest -- Gradient-boosted decision trees -- Gradient descent -- Gradient boosting -- Gradient-boosted decision tree hyperparameters -- Gradient boosting in scikit-learn -- Advanced boosting algorithm - DART -- Summary -- References -- Chapter 3: An Overview of LightGBM in Python -- Technical requirements -- Introducing LightGBM -- LightGBM optimizations -- Hyperparameters -- Limitations of LightGBM -- Getting started with LightGBM in Python -- LightGBM Python API -- LightGBM scikit-learn API -- Building LightGBM models -- Cross-validation -- Parameter optimization -- Predicting student academic success -- Summary -- References -- Chapter 4: Comparing LightGBM, XGBoost, and Deep Learning -- Technical requirements -- An overview of XGBoost -- Comparing XGBoost and LightGBM -- Python XGBoost example -- Deep learning and TabTransformers -- What is deep learning? …”