Tabla de Contenidos: “…L.1 Introduction -- L.2 Elements of Indexing -- L.2.1 Approach Terms -- L.2.2 Term Order -- L.2.3 Controlled Vocabulary -- L.2.4 Arrangement of Entries -- L.3 Types of Indexing -- L.3.1 Assigned Indexing -- L.3.1.1 Pre-coordinate Indexing -- L.3.1.2 Post-coordinate Indexing -- L.3.1.3 Difference -- L.3.2 Derived Indexing -- L.4 Graphic Representation -- L.5 Automatic Indexing -- L.5.1 Comparative Advantages/Disadvantages -- L.6 Selection -- References -- M Assigned Indexing -- M.1 Introduction -- M.2 Chain Indexing (CI) -- M.2.1 Breaking of Class Number -- M.2.2 Indication of Links -- M.2.3 Backward Rendering -- M.2.4 Cross-References -- M.2.4.1 Coates's Modification -- M.2.5 Filing -- M.2.6 Modified CI -- M.2.6.1 Job's Modification -- M.2.7 Advantages of CI -- M.2.8 Disadvantages of CI -- M.3 PRECIS -- M.3.1 Format and Structure -- M.3.1.1 Primary Notions -- M.3.1.2 Approach Term -- M.3.1.3 Three-Part Format -- M.3.2 Generation of Entries -- M.3.3 Role Operators -- M.3.4 Codes -- M.3.5 String Making -- M.3.6 Final Entries -- M.3.7 Advantages of PRECIS -- M.3.8 Disadvantages of PRECIS -- M.4 POPSI -- M.4.1 Basis of POPSI -- M.4.2 Different Versions -- M.4.3 Subject-Proposition -- M.4.4 Syntactical Structure -- M.4.5 Indexing Steps -- M.4.6 Advantages of POPSI -- M.4.7 Disadvantages of POPSI -- M.5 Uniterm Indexing -- M.5.1 Uniterms -- M.5.2 Indexing Process -- M.5.3 Searching Process -- M.5.4 Advantages of UNITERM -- M.5.5 Disadvantages ​of UNITERM -- M.5.6 Solutions -- References -- N Derived Indexing -- N.1 Introduction -- N.2 KWIC -- N.2.1 Indexing Process -- N.2.2 Format and Structure -- N.2.3 Advantages of KWIC -- N.2.4 Disadvantages of KWIC -- N.2.5 Variants of KWIC -- N.3 Citation Indexing -- N.3.1 Underlying Principles -- N.3.2 Genesis of Citation Index -- N.3.3 Definition of Citation Index -- N.3.4 Characteristics of Citation Index…”

Tabla de Contenidos: “…Setting the time values for Management Central functions -- Operations Navigator and Management Central time stamps -- QUTCOFFSET -- Required Java time zone values -- Managing time zone values on multiple systems with Management Central -- Time zone values for java.util.timezone class -- Appendix E. Management Central problem determination traces -- Collecting Management Central server job traces -- Setting up the traces -- Set up iSeries server traces and job logs -- Set up PC workstation client GUI traces -- Collect traces -- iSeries server traces -- PC client workstation traces -- Collecting trace summary -- Appendix F. …”

“…Efficient extraction of important information from such a large class of diverse video data can be overwhelming. …”

Tabla de Contenidos: “…4.2.2 Parallel Iterative Matching -- 4.3 Design Improvements Based on Output Capacity Expansion -- 4.3.1 Speedup Principle -- 4.3.2 Channel-Grouping Principle -- 4.3.3 Knockout Principle -- 4.3.4 Replication Principle -- 4.3.5 Dilation Principle -- Problems -- 5 Advanced Switch Design Principles -- 5.1 Switch Design Principles Based on Deflection Routing -- 5.1.1 Tandem-Banyan Network -- 5.1.2 Shuffle-Exchange Network -- 5.1.3 Feedback Shuffle-Exchange Network -- 5.1.4 Feedback Bidirectional Shuffle-Exchange Network -- 5.1.5 Dual Shuffle-Exchange Network -- 5.2 Switching by Memory I/O -- 5.3 Design Principles for Scalable Switches -- 5.3.1 Generalized Knockout Principle -- 5.3.2 Modular Architecture -- Problems -- 6 Switching Principles for Multicast, Multirate, and Multimedia Services -- 6.1 Multicast Switching -- 6.1.1 Multicasting Based on Nonblocking Copy Networks -- 6.1.2 Performance Improvement of Copy Networks -- 6.1.3 Multicasting Algorithm for Arbitrary Network Topologies -- 6.1.4 Nonblocking Copy Networks Based on Broadcast Clos Networks -- 6.2 Path Switching -- 6.2.1 Basic Concept of Path Switching -- 6.2.2 Capacity and Route Assignments for Multirate Traffic -- 6.2.3 Trade-Off Between Performance and Complexity -- 6.2.4 Multicasting in Path Switching -- 6.A Appendix -- 6.A.1 A Formulation of Effective Bandwidth -- 6.A.2 Approximations of Effective Bandwidth Based on On / Off Source Model -- Problems -- 7 Basic Concepts of Broadband Communication Networks -- 7.1 Synchronous Transfer Mode -- 7.2 Delays in ATM Network -- 7.3 Cell Size Consideration -- 7.4 Cell Networking, Virtual Channels, and Virtual Paths -- 7.4.1 No Data Link Layer -- 7.4.2 Cell Sequence Preservation -- 7.4.3 Virtual-Circuit Hop-by-Hop Routing -- 7.4.4 Virtual Channels and Virtual Paths -- 7.4.5 Routing Using VCI and VPI -- 7.4.6 Motivations for VP/VC Two-Tier Hierarchy -- 7.5 ATM Layer, Adaptation Layer, and Service Class -- 7.6 Transmission Interface -- 7.7 Approaches Toward IP over ATM…”

Tabla de Contenidos: “…VLAN Trunking Protocol -- Troubleshooting VLANs -- General troubleshooting tips -- Verifying switch configuration -- Verifying pfSense configuration -- Summary -- Questions -- Chapter 4: Using pfSense as a Firewall -- Technical requirements -- An example network -- Firewall fundamentals -- Firewall best practices -- Best practices for ingress filtering -- Best practices for egress filtering -- Creating and editing firewall rules -- Floating rules -- Example rules -- Example 1 - block a website -- Example 2 - block all traffic from other networks -- Example 3 - the default allow rule -- Scheduling -- An example schedule entry -- Aliases -- Creating aliases from a DNS lookup -- Bulk import -- Virtual IPs -- Troubleshooting firewall rules -- Summary -- Questions -- Chapter 5: Network Address Translation -- Technical requirements -- NAT essentials -- Outbound NAT -- Example - filtering outbound NAT for a single network -- 1:1 NAT -- Example - mapping a file server -- Port forwarding -- Example 1 - setting up DCC -- Example 2 - excluding a port -- Example 3 - setting up a personal web server -- Network Prefix Translation -- Example - mapping an IPv6 network -- Troubleshooting -- Summary -- Questions -- Chapter 6: Traffic Shaping -- Technical requirements -- Traffic shaping essentials -- Queuing policies -- Priority queuing -- Class-based queuing -- Hierarchical Fair Service Curve -- Configuring traffic shaping in pfSense -- The Multiple LAN/WAN Configuration wizard -- The Dedicated Links wizard -- Advanced traffic shaping configuration -- Changes to queues -- Limiters -- Layer 7 traffic shaping -- Adding and changing traffic shaping rules -- Example 1 - modifying the penalty box -- Example 2 - prioritizing EchoLink -- Traffic shaping examples -- Example 1 - adding limiters -- Example 2 - penalizing peer-to-peer traffic -- Using Snort for traffic shaping…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright -- Contents -- List of Figures -- Code Listings -- Preface -- About this Book -- Abstract -- Acknowledgments -- Introduction -- Chapter 1 Market Data -- 1.1 Tick and bar data -- 1.2 Corporate actions and adjustment factor -- 1.3 Linear vs log returns -- Chapter 2 Forecasting -- 2.1 Data for forecasts -- 2.1.1 Point‐in‐time and lookahead -- 2.1.2 Security master and survival bias -- 2.1.3 Fundamental and accounting data -- 2.1.4 Analyst estimates -- 2.1.5 Supply chain and competition -- 2.1.6 M&amp -- A and risk arbitrage -- 2.1.7 Event‐based predictors -- 2.1.8 Holdings and flows -- 2.1.9 News and social media -- 2.1.10 Macroeconomic data -- 2.1.11 Alternative data -- 2.1.12 Alpha capture -- 2.2 Technical forecasts -- 2.2.1 Mean reversion -- 2.2.2 Momentum -- 2.2.3 Trading volume -- 2.2.4 Statistical predictors -- 2.2.5 Data from other asset classes -- 2.3 Basic concepts of statistical learning -- 2.3.1 Mutual information and Shannon entropy -- 2.3.2 Likelihood and Bayesian inference -- 2.3.3 Mean square error and correlation -- 2.3.4 Weighted law of large numbers -- 2.3.5 Bias‐variance tradeoff -- 2.3.6 PAC learnability, VC dimension, and generalization error bounds -- 2.4 Machine learning -- 2.4.1 Types of machine learning -- 2.4.2 Overfitting -- 2.4.3 Ordinary and generalized least squares -- 2.4.4 Deep learning -- 2.4.5 Types of neural networks -- 2.4.6 Nonparametric methods -- 2.4.7 Hyperparameters -- 2.4.8 Cross‐validation -- 2.4.9 Convex regression -- 2.4.10 Curse of dimensionality, eigenvalue cleaning, and shrinkage -- 2.4.11 Smoothing and regularization -- 2.4.11.1 Smoothing spline. -- 2.4.11.2 Total variation denoising -- 2.4.11.3 Nadaraya-Watson kernel smoother -- 2.4.11.4 Local linear regression -- 2.4.11.5 Gaussian process -- 2.4.11.6 Ridge and kernel ridge regression…”

Tabla de Contenidos: “…. -- Configuring user-defined classes -- How to do it... -- How it works... -- There's more... -- Creating a basic QoS configuration -- How to do it... -- How it works... -- There's more... -- Verifying QoS -- How to do it... -- Chapter 7: Network Programmability with ACI -- Introduction -- Browsing the object store using the Object Store Browser -- How to do it... -- Programming the ACI through REST -- Getting ready -- How to do it... -- Authenticating through REST and XML -- How to do it... -- How it works... -- Creating a tenant using REST and XML -- How to do it... -- How it works... -- Deleting a tenant using REST and XML -- How to do it... -- How it works... -- Creating an APN and an EPG using REST and XML -- How to do it... -- How it works... -- Creating an application profile and EPG using REST -- How to do it... -- How it works... -- Authenticating through REST and JSON -- How to do it... -- How it works... -- Creating a tenant using REST and JSON -- How to do it... -- How it works... -- Using the Python SDK -- Getting ready -- How to do it... -- Logging into the APIC using Cobra -- How to do it... -- Creating a tenant using the SDK -- How to do it…”

Tabla de Contenidos: “…Knowing what a leader looks like -- Sizing Up Leadership Skills -- Leading with the big L -- Leading with the little l -- Creating a Leadership Legacy -- Looking at Real-Life Scenarios: Taking the Lead -- Part 3 Applying Soft Skills in Specific Situations -- Chapter 12 Bringing Your Soft Skills to Life -- Taking Soft Skills Personally -- Making an inventory of your values -- Zeroing in on your core values -- Incorporating Soft Skills into Your Daily Life -- Getting into character with attitude -- Communicating by listening -- Respecting diversity and culture -- Looking and acting the part -- Managing your time -- Teaming up -- Putting on your (critical) thinking cap -- Work ethic -- Leading the way to a satisfying life -- Chapter 13 Showing Off Your Soft Skills to Prospective Employers -- Preparing to Get a Job that Fits You -- Applying Soft Skills to the Hiring Process -- Looking good on paper: The resume -- Looking good in person: The interview -- Building confidence before the interview -- Arriving early -- Being prepared -- Being presentable -- Minding your manners -- Being a closer -- Following up on the interview -- Part 4 The Part of Tens -- Chapter 14 Ten Inspiring Soft Skills Phrases -- Soft Skills Make the Hard Skills Work -- Your Attitude Determines Your Altitude -- Look the Part -- Act the Part -- Get the Part -- Listen as Well as You Hear -- Thinking Is Critical -- Manage Your Time, or It Will Manage You -- Hard Work Makes Life Easier -- Character Counts -- A Lot of Different Flowers Make a Bouquet -- Teamwork Makes the Dream Work -- Chapter 15 Ten Ways to Grow Your Soft Skills -- Practice Makes Perfect -- Do Some Research -- Ask for Feedback -- Sign Up for Classes -- Set New Goals -- Join the Party -- Take Inventory -- Get Comfortable Being Uncomfortable -- Try, Try Again -- Reward Yourself -- Index -- EULA…”

Tabla de Contenidos: “…Cover -- Title page -- Copyright and credits -- Foreword -- Contributors -- Table of Contents -- Preface -- Part 1: Building Cloud-Oriented Apps Using Patterns and Technologies -- Chapter 1: Introduction to Serverless Architecture, Event-Driven Architecture, and Cloud Databases -- Understanding serverless architecture -- API definition -- The API life cycle -- An APIs role -- API types -- Understanding event-driven architecture -- Exploring cloud databases -- Summary -- Further reading -- Questions -- Chapter 2: API Management - Import, Manage, and Publish Your First API -- Technical requirements -- The API Gateway pattern -- Definition -- Use case -- Exploring the API Management service -- API Management components -- Products -- Securing the API -- Subscriptions and keys -- The process of calling an API with the subscription key -- Securing APIs by using certificates -- Accepting client certificates in the consumption tier -- Certificate authorization policies -- Exercise 1 - creating a backend API and deploying APIs -- Creating an API Management instance -- Importing an API -- Configuring the backend settings -- Testing the API -- Exercise 2 - using Azure API Management to proxy a public API -- Importing an OpenAPI schema for proxying -- Summary -- Chapter 3: Developing Event-Based and Message-Based Solutions -- Introduction -- Exploring Event Grid and Azure Event Hubs -- Event Grid -- Event Hubs -- Exercise 1 - publishing and subscribing from a .NET app to Event Grid events -- Creating an Event Grid topic -- Creating a web app to deploy the Azure Event Grid viewer -- Creating an Event Grid subscription -- Create a .NET Console project -- Making some modifications to the Program class to be able to connect to Event Grid -- Publishing new events -- Exploring Azure message queues…”

Tabla de Contenidos: “…Gathering and slicing images -- Adding the animating variables -- Adding the images to the scene -- Adding the background -- Adding the right leg -- Adding the girl -- Adding the left leg -- Bringing the images together -- Using the mask modifier -- Summary -- Chapter 7: Building a Series of Belts and Gears -- Technical requirements -- Animating our first circular gear -- Animating a worm gear using shadows -- Using a marching ants effect to create a gear belt -- Animating a gear shaft image -- Animating a fan image -- Bringing everything together in ContentView -- Adding the motor -- Adding the gears along the x-, y-, and z-axes -- Adding the worm gear -- Adding the belts -- Adding the gear shafts -- Adding the fan -- Adding the background -- Summary -- Chapter 8: Animating a Bouquet of Flowers -- Technical requirements -- Adding the variables and a winter background -- Animating the text labels -- Using the blur modifier to create a vapor effect -- Animating flower petals in an arc -- Adding the flower bouquet and the animated breath -- Creating falling snow in the scene -- Adding the UIViewRepresentable protocol -- Dealing with methods and errors -- Adding the CAEmitter class -- Summary -- Chapter 9: Animating Strokes around Shapes -- Technical requirements -- Converting images into Swift code -- Removing the image backgrounds -- Vectorizing the images -- Translating the SVG file into Swift code -- Animating images with the stroke modifier -- Creating a stroke animation on the "WE" image -- Creating a stroke animation on the heart image -- Creating a stroke animation on the SwiftUI logo image -- Combining the animated strokes -- Summary -- Chapter 10: Creating an Ocean Scene -- Technical requirements -- Adding the wave's offset property -- Creating a wave shape using the Shape protocol and Path function…”

Tabla de Contenidos: “…16.5 Virtual Reality Software Design 16.5.1 Virtual Scene Build -- 16.6 Virtual Reality Training Experiment -- 16.7 Conclusion -- Acknowledgements -- References -- Part IV: Internet of Things Technologies and Applications for Health and Medicine -- Chapter 17: Automation of Appliances Using Electroencephalography -- 17.1 Introduction -- 17.2 Background, History and Future Aspects -- 17.3 Brain with Its Main Parts and Their Functions -- 17.4 Working of BCI -- 17.5 BCI Classes -- 17.6 Conclusion -- References -- Chapter 18: Designing A Beautiful Life for Indian Blind Peoples: A Smart Stick -- 18.1 Introduction -- 18.2 Internet of Things -- 18.3 Background -- 18.4 Purpose Approach -- 18.5 Implementation -- 18.6 Advantages and Disadvantages -- 18.7 Conclusion -- References -- Chapter 19: Smart Home: Personal Assistant and Baby Monitoring System -- 19.1 Introduction -- 19.2 Background -- 19.3 Proposed Design and Implementation -- 19.4 Online Energy Meter -- 19.5 Sensors used and Their Working -- 19.6 Conclusion -- References -- End User License Agreement…”

Tabla de Contenidos: “…IBM Tivoli Workload Scheduler for z/OS implementation -- 3.1 Overview -- 3.2 Architecture -- 3.2.1 Single z/OS domain -- 3.2.2 Multiple z/OS domains -- 3.3 Prerequisites -- 3.3.1 Software versions and releases tested -- 3.3.2 JES2 sysout classes -- 3.3.3 Additional documentation -- 3.4 Implementation -- 3.4.1 Overview of the implementation -- 3.4.2 Install the ARSSOCKD procedure -- 3.4.3 Download, unzip, and import the group and folder definitions -- 3.4.4 Create user IDs and passwords for the OnDemand database -- 3.4.5 Overview of the JES Spool data capture facility (ARSYSPIN) -- 3.4.6 Install the ARSYSPIN started task -- 3.4.7 Install the ARSLOAD procedure -- 3.4.8 Install the ARSBATCH procedure -- 3.4.9 Summary of started tasks -- 3.4.10 Collecting ITWS for z/OS reports from the JES Spool…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- Chapter 1: Review of TCP/IP Protocol Suite and Python -- An overview of the internet -- Servers, hosts, and network components -- The rise of data centers -- Enterprise data centers -- Cloud data centers -- Edge data centers -- The OSI model -- Client-server model -- Network protocol suites -- The transmission control protocol -- Functions and characteristics of TCP -- TCP messages and data transfer -- User datagram protocol -- The internet protocol -- The IP NAT and security -- IP routing concepts -- Python language overview -- Python versions -- Operating system -- Running a Python program -- Python built-in types -- The None type -- Numerics -- Sequences -- Mapping -- Sets -- Python operators -- Python control flow tools -- Python functions -- Python classes -- Python modules and packages -- Summary -- Chapter 2: Low-Level Network Device Interactions -- The challenges of the CLI -- Constructing a virtual lab -- Cisco VIRL -- VIRL tips -- Cisco DevNet and dCloud -- GNS3 -- Python Pexpect library -- Pexpect installation -- Pexpect overview -- Our first Pexpect program -- More Pexpect features -- Pexpect and SSH -- Putting things together for Pexpect -- The Python Paramiko library -- Installation of Paramiko -- Paramiko overview -- Our first Paramiko program -- More Paramiko features -- Paramiko for servers -- Putting things together for Paramiko -- Looking ahead -- Downsides of Pexpect and Paramiko compared to other tools -- Idempotent network device interaction -- Bad automation speeds bad things up -- Summary -- Chapter 3: APIs and Intent-Driven Networking -- Infrastructure as code -- Intent-Driven Networking -- Screen scraping versus API structured output -- Data modeling for infrastructure as code -- The Cisco API and ACI…”

Tabla de Contenidos: “…-- GRAB Trading System Details -- Buys on Break of Support, Sells on Break of Resistance -- Testing Reveals Some Behavior I Do Not Expect -- Difference between Parameter Values Defines Character of GRAB System -- GRAB Trading System Code -- 26 Why Tactical Macro Investing Still Makes Sense -- Introduction -- Managed Futures -- Defining Managed Futures and CTAs -- Where Institutional Investors Position Managed Futures and CTAs -- Skewness and Kurtosis -- Data -- Basic Statistics -- Stocks, Bonds, Plus Hedge Funds or Managed Futures -- Hedge Funds Plus Managed Futures -- Stocks, Bonds, Hedge Funds, and Managed Futures -- Conclusion -- Appendix A -- Appendix B -- Appendix C -- 27 Carry and Trend in Lots of Places -- Carry and Trend: Definitions, Data, and Empirical Study -- Carry and Trend in Interest Rate Futures -- Trend and Carry across Asset Classes -- Carry and Trend across Rate Regimes -- Conclusions -- 28 The Great Hypocrisy -- Epilogue -- Afterword by Larry Hite -- Trend Following Podcast Episodes -- Endnotes -- Bibliography -- Acknowledgments -- About the Author -- Index -- EULA…”

Tabla de Contenidos: “…Cover -- Copyright -- Credits -- Foreword -- About the Author -- About the Reviewer -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: Review of TCP/IP Protocol Suite and Python Language -- The internet overview -- Servers, hosts, and network components -- The rise of datacenter -- Enterprise datacenters -- Cloud datacenters -- Edge datacenters -- The OSI model -- Client server models -- Network protocol suites -- The Transmission Control Protocol (TCP) -- Functions and Characteristics of TCP -- TCP messages and data transfer -- User Datagram Protocol (UDP) -- The Internet Protocol (IP) -- The IP NAT and security -- IP routing concepts -- Python language overview -- Python versions -- Operating system -- Running a Python program -- Python built-In types -- The None type -- Numerics -- Sequences -- Mapping -- Sets -- Python operators -- Python control flow tools -- Python functions -- Python classes -- Python modules and packages -- Summary -- Chapter 2: Low-Level Network Device Interactions -- The challenges of CLI -- Constructing a virtual lab -- Cisco Virtual Internet Routing Lab (VIRL) -- VIRL tips -- Cisco DevNet and dCloud -- GNS3 -- Python Pexpect Library -- Installation -- The Pexpect overview -- Our first Expect program -- More Pexpect features -- Pexpect and SSH -- Putting things together for Pexpect -- The Python Paramiko library -- Installating Paramiko -- The Paramiko overview -- Our first Paramiko program -- More Paramiko features -- Paramiko for Servers -- Putting things together for Paramiko -- Looking ahead -- Downsides of Pexpect and Paramiko compared to other tools -- Idempotent network device interaction -- Bad automation speeds bad things up -- Summary -- Chapter 3: API and Intent-Driven Networking -- Infrastructure as the Python code -- Screen scraping versus API structured output…”

Tabla de Contenidos: “…Fibre Channel discussion -- Layers -- Lower layers -- Upper layers -- Topologies -- Classes of service -- Appendix B. Terminology and other basics -- StorWatch -- SCSI -- Fibre Channel terms -- Related publications -- IBM Redbooks -- Other resources -- Referenced Web sites -- How to get IBM Redbooks -- Help from IBM -- Index -- Back cover…”

Tabla de Contenidos: “…Creating and Managing Content -- Adding Content to Moodle -- Adding a Label -- Composing a Text Page -- Window options -- Common module settings -- Composing a Web Page -- Using the HTML editor -- Linking to a File or Web Site -- Uploading files -- Creating links to other web sites -- Window options -- Parameters -- Displaying a Directory -- Adding an IMS Content Package -- Adding Media Content -- Adding Multilanguage Content -- Managing and Updating Your Content -- File Area Tools -- Tracking Versions -- Effective Content Practices -- File Formats -- Reducing File Sizes -- Strategy 1: Save your PowerPoint presentations as PDF -- Strategy 2: Scan articles as text, not images -- Strategy 3: Reduce your image size and use compression -- Creative Content -- Uploading lecture notes -- External web sites -- Summary -- Chapter 4. Managing Your Class -- Understanding and Using Roles -- Assigning Roles in Your Course -- Removing Students -- Managing Enrollment -- Capabilities and Permissions -- Role Overrides -- Assigning Roles in Activities -- Student Groups -- Backups -- Restoring and Copying Courses -- Reports…”

Tabla de Contenidos: “…The Role of pupil in Buddhist philosophy -- The Role of teacher in Buddhist philosophy -- Curriculum transaction in Buddhist philosophy -- Techniques of teaching -- Values in Buddhist philosophy -- Humanism in Education -- Historical humanism -- Meaning and implications of humanism -- Scientific humanism -- Humanist sociology -- Humanist psychology -- Aims and ideals of education -- Buddhist-Humanist Philosophy of Education -- Jain Philosophy of Education -- Concept of education -- Aims of education -- The pupil -- The teacher -- The curriculum -- The methods of teaching -- Islamic System of Education Philosophy -- Contemporary Indian Thought -- Vedanta philosophy -- First awakening -- Renaissance movement -- Arrival of great thinkers -- Neo-Vedanta world view -- Nationalism and Internationalism -- Concept of Svadharma -- Practical Vedanta -- Rise of Neo-Vedanta -- Summary -- Key Words -- Notes and References -- Additional Readings -- Chapter 4: Western School of Thought of Education -- Fundamental Basis of Idealism -- Meaning and Concept of Idealism -- The metaphysics of idealism -- Epistemology of idealism -- Axiology of idealism -- Idealism in Education -- Idealism and curriculum -- Education as a Social Institution -- The Pupil -- Aims of Education -- Social aims of education -- The teacher -- Methodology of teaching -- Teaching devices -- The curriculum -- Idealism and the school -- Idealism and discipline -- Socrates -- Greek Education -- Fundamental principles of Socratic education -- Virtue can be taught -- Virtue is one -- Virtue is bliss -- Plato -- Curriculum of education -- The role of education -- Education according to classes -- Evaluation -- Limitations of Plato's principles of education -- The contribution of Plato -- Advaita Philosophy -- Chief characteristics of Shankar's Advaita philosophy -- Advaita philosophy and education…”

Tabla de Contenidos: “…Object-oriented JavaScript -- A bit of history -- Browser wars and renaissance -- The present -- The future -- ECMAScript 5 -- Object-oriented programming -- Objects -- Classes -- Encapsulation -- Aggregation -- Inheritance -- Polymorphism -- OOP summary -- Setting up your training environment -- WebKit's Web Inspector -- JavaScriptCore on a Mac -- More consoles -- Summary -- 2. …”

Tabla de Contenidos: “…Installing and using NLTK -- Extending the vectorizer with NLTK's stemmer -- Stop words on steroids -- Our achievements and goals -- Clustering -- K-means -- Getting test data to evaluate our ideas -- Clustering posts -- Solving our initial challenge -- Another look at noise -- Tweaking the parameters -- Summary -- Chapter 7: Recommendations -- Rating predictions and recommendations -- Splitting into training and testing -- Normalizing the training data -- A neighborhood approach to recommendations -- A regression approach to recommendations -- Combining multiple methods -- Basket analysis -- Obtaining useful predictions -- Analyzing supermarket shopping baskets -- Association rule mining -- More advanced basket analysis -- Summary -- Chapter 8: Artificial Neural Networks and Deep Learning -- Using TensorFlow -- TensorFlow API -- Graphs -- Sessions -- Useful operations -- Saving and restoring neural networks -- Training neural networks -- Convolutional neural networks -- Recurrent neural networks -- LSTM for predicting text -- LSTM for image processing -- Summary -- Chapter 9: Classification II - Sentiment Analysis -- Sketching our roadmap -- Fetching the Twitter data -- Introducing the Naïve Bayes classifier -- Getting to know the Bayes theorem -- Being naïve -- Using Naïve Bayes to classify -- Accounting for unseen words and other oddities -- Accounting for arithmetic underflows -- Creating our first classifier and tuning it -- Solving an easy problem first -- Using all classes -- Tuning the classifier's parameters -- Cleaning tweets -- Taking the word types into account -- Determining the word types -- Successfully cheating using SentiWordNet -- Our first estimator -- Putting everything together -- Summary -- Chapter 10: Topic Modeling -- Latent Dirichlet allocation -- Building a topic model -- Comparing documents by topic…”