Tabla de Contenidos: “…9.3.1.1 Mental Health and Psychological Impacts Due to COVID-19 -- 9.3.1.2 Impact on Internet Data Consumption Due to COVID-19 -- 9.3.1.3 Impact on Sports and Entertainment Due to COVID-19 -- 9.3.2 Economic Impact Due to COVID-19 -- 9.3.2.1 Impact on Transportation Due to COVID-19 -- 9.3.2.2 Impact on the Economy Due to COVID-19 -- 9 3.2.3 Impact on Agriculture Due to COVID-19 -- 9.4 Benefits Due to the Impact of COVID-19 -- 9.4.1 Health Benefits -- 9.4.1.1 Cleaner Air -- 9.4.1.2 Limited Smoking -- 9.4.1.3 Drinking Alcohol is Down for a Few -- 9.4.1.4 Time for Personal Healthcare -- 9.4.2 Other Benefits Due to the Lockdown -- 9.5 Role of Technology to Combat the Global Pandemic COVID-19 -- 9.5.1 Use of Different Technologies -- 9.5.1.1 Computer Vision -- 9.5.1.2 Three-Dimensional Printing -- 9.5.1.3 Vehicular Ad Hoc Network (VANET) -- 9.5.1.4 Blockchain -- 9.5.1.5 Telehealth Technology -- 9.5.2 Technological Devices -- 9.5.2.1 Drones -- 9.5.2.2 Robots -- 9.5.3 Technological Applications -- 9.5.3.1 Open-Source Technology -- 9.5.3.2 Mobile Apps -- 9.5.3.3 Video Conferencing -- 9.6 The Role of Artificial Intelligence, Machine Learning, and Deep Learning in COVID-19 -- 9.6.1 Symbolic Rule-Based Method -- 9.6.2 Probabilistic Method -- 9.6.3 Evolutionary Computation Method -- 9.6.4 Machine Learning Approach -- 9.6.5 Deep Learning Approach -- 9.7 Related Studies -- 9.8 Conclusion -- References -- Chapter 10 A Review on Smart Bin Management Systems -- 10.1 Introduction -- 10.1.1 Internet of Things (IoT) -- 10.2 Related Work -- 10.3 Challenges, Solution, and Issues -- 10.4 Advantages -- Conclusion -- References -- Chapter 11 Unlocking Machine Learning: 10 Innovative Avenues to Grasp Complex Concepts -- 11.1 Regression -- 11.1.1 General Approach -- 11.1.2 Different Regression Models -- 11.2 Classification -- 11.2.1 Definition -- 11.2.2 Example…”

Tabla de Contenidos: “…Cover -- Series Page -- Title Page -- Copyright Page -- Dedication Page -- Contents -- Preface -- Chapter 1 Overview of Machine Learning -- 1.1 Introduction -- 1.2 Sorts of Machine Learning -- 1.3 Regulated Gaining Knowledge of Dog and Human -- 1.4 Solo Learning -- 1.5 Support Mastering -- 1.6 Bundles or Applications of Machine Learning -- 1.6.1 Photograph Reputation -- 1.6.2 Discourse Recognition -- 1.6.3 Traffic Prediction -- 1.6.4 Item Recommendations -- 1.6.5 Self-Using Vehicles -- 1.6.6 Electronic Mail Unsolicited Mail And Malware Filtering -- 1.6.7 Computerized Private Assistant -- 1.6.8 Online Fraud Detection -- 1.6.9 Securities Exchange Buying and Selling -- 1.6.10 Clinical Prognosis -- 1.6.11 Computerized Language Translation -- 1.6.12 Online Media Features -- 1.6.13 Feeling Evaluation -- 1.6.14 Robotizing Employee Get Right of Entry to Manipulate -- 1.6.15 Marine Flora and Fauna Protection -- 1.6.16 Anticipate Potential Coronary Heart Failure -- 1.6.17 Directing Healthcare Efficiency and Scientific Offerings -- 1.6.18 Transportation and Commuting (Uber) -- 1.6.19 Dynamic Pricing -- 1.6.19.1 How Does Uber Decide the Cost of Your Excursion? -- 1.6.20 Online Video Streaming (Netflix) -- 1.7 Challenges in Machine Learning -- 1.8 Limitations of Machine Learning -- 1.9 Projects in Machine Learning -- References -- Chapter 2 Machine Learning Building Blocks -- 2.1 Data Collection -- 2.1.1 Importing the Data from CSV Files -- 2.2 Data Preparation -- 2.2.1 Data Exploration -- 2.2.2 Data Pre-Processing -- 2.3 Data Wrangling -- 2.4 Data Analysis -- 2.5 Model Selection -- 2.6 Model Building -- 2.7 Model Evaluation -- 2.7.1 Classification Metrics -- 2.7.1.1 Accuracy -- 2.7.1.2 Precision -- 2.7.1.3 Recall -- 2.7.2 Regression Metrics -- 2.7.2.1 Mean Squared Error -- 2.7.2.2 Root Mean Squared Error -- 2.7.2.3 Mean Absolute Error -- 2.8 Deployment…”

Tabla de Contenidos: “…-- 6.7.1 Overall Design Structure -- 6.7.2 Controller -- 6.7.3 Data Path -- 6.8 Summary -- Part 2: Introduction to FPGA Applications -- Chapter 7: High Speed Video Application -- 7.1 Introduction -- 7.2 The Camera Link Interface -- 7.2.1 Hardware Interface -- 7.2.2 Data Rates -- 7.2.3 The Bayer Pattern -- 7.2.4 Memory Requirements -- 7.3 Getting Started -- 7.4 Specifying the Interfaces -- 7.5 Defining the Top Level Design -- 7.6 System Block Definitions and Interfaces -- 7.6.1 Overall System Decomposition -- 7.6.2 Mouse and Keyboard Interfaces -- 7.6.3 Memory Interface -- 7.6.4 The Display Interface: VGA -- 7.7 The Camera Link Interface -- 7.8 The PC Interface -- 7.9 Summary…”

Tabla de Contenidos: “…3.2.2 Your counterpart -- 3.3 Long-term planning -- 3.3.1 Timing is everything -- 3.3.2 Keep in mind -- 3.4 Incorporating seismic shifts -- 3.4.1 Decision paralysis -- 3.4.2 Identify the pillars of your vision -- 3.4.3 Watching the pillars -- 3.4.4 Looking for simplicity -- 3.5 Elevator pitch -- 3.5.1 Creating your pitch -- 3.5.2 Practicing and honing the pitch -- 3.6 Putting together a budget -- 3.6.1 What to include -- 3.6.2 Lay out the budget -- 3.6.3 Keeping track -- 3.6.4 Return on investment (ROI) -- 3.7 Near-term planning and expectations -- 3.7.1 Communication -- 3.7.2 Controlling the narrative -- Summary -- Checklist -- 4 Building a team -- 4.1 Different types of resources -- 4.1.1 Full-time employee (FTE) -- 4.1.2 Contracting individuals -- 4.1.3 Outsourcing to vendor -- 4.1.4 Onshore resourcing -- 4.1.5 Offshore resourcing -- 4.1.6 Comparison review -- 4.2 Knowing when to hire -- 4.2.1 Hiring events -- 4.2.2 Discipline matrix -- 4.2.3 Impact of not hiring -- 4.3 Sourcing candidates -- 4.3.1 Referrals -- 4.3.2 Recruitment agency -- 4.3.3 Headhunting -- 4.3.4 Graduate fairs/internships -- 4.3.5 Self-serve online -- 4.4 Creating the job description -- 4.4.1 Basic structure -- 4.4.2 Title -- 4.4.3 Description -- 4.4.4 Minimum requirements -- 4.4.5 Required skills -- 4.4.6 About/legal information -- Summary -- Checklist -- 5 Interviewing, choosing, and onboarding -- 5.1 The interview -- 5.1.1 Getting into the right mindset -- 5.1.2 Your objectives -- 5.1.3 Phone interview (or preinterview) -- 5.1.4 In-person interview -- 5.1.5 Video interview -- 5.2 Scoring candidates -- 5.2.1 Defining your criteria -- 5.2.2 Marking the candidate -- 5.3 Saying no -- 5.3.1 Definitely not -- 5.3.2 Definitely maybe -- 5.4 Onboarding -- 5.4.1 Bringing them up to speed -- 5.4.2 Your expectations -- 5.4.3 Getting to work -- Summary -- Checklist -- 6 Team management…”

Tabla de Contenidos:

“…Amazon and device expert Scott McNulty offers plenty of tips and pointers for using Amazon's new smartphone, including how to capture and store photos, watch videos, listen to music, read books, and get the most from Amazon Prime. …”

“…Geplant sind Interviews mit GoPro-Filmern, die besonders eindrucksvolle und spektakuläre Videos erstellen…”