Tabla de Contenidos: “…-- Defining VMware HCX network segments -- HCX appliance IP requirements -- HCX port requirements -- Benefits of extending the L2 network to AVS -- Summary -- Chapter 4: Deploying an Azure VMware Solution Cluster -- Prerequisites to deploy AVS -- Registering the AVS resource provider -- Deploying an AVS cluster -- The basic information needed to deploy AVS -- AVS deployment validation -- Connecting AVS to your Azure infrastructure -- Validating the connection between AVS and Azure -- Connecting AVS to your on-premises environment -- Creating an ExpressRoute authorization key on your on-premises ExpressRoute circuit -- Peering AVS with your on-premises environment -- Validating the connection between AVS and on-premises -- Summary -- Chapter 5: Deploying and Configuring HCX in Azure VMware Solution -- Prerequisites for deploying HCX Advanced -- Deploying HCX Advanced using the Azure portal -- Downloading and deploying the VMware HCX Connector OVA -- Prerequisites -- Downloading the HCX Connector OVA file -- Deploying the VMware HCX Connector OVA -- Activating VMware HCX -- Configuring the on-premises HCX Connector -- Adding a site pairing -- Creating network profiles -- Creating a compute profile -- Creating a Service Mesh -- Summary -- Chapter 6: Networking in AVS using NSX-T -- Configuring DHCP for AVS -- Prerequisites -- Using the Azure portal to create a DHCP server or relay for AVS -- Adding an NSX-T segment using the Azure portal -- Adding an NSX-T segment using NSX-T Manager -- Verifying the newly created network segment -- Configuring DNS for AVS -- Configuring a DNS forwarder -- DNS name resolution verification for AVS -- Deploying a test VM and connecting it to the newly created segment…”

Tabla de Contenidos: “…-- Leveraging the Plug and Play convenience of using Llama Packs -- Using the Llama CLI -- Using advanced tracing and evaluation techniques -- Tracing our RAG workflows using Phoenix -- Evaluating our RAG system -- Introduction to deployment with Streamlit -- HANDS-ON - a step-by-step deployment guide -- Deploying our PITS project on Streamlit Community Cloud -- Summary -- Chapter 10: Prompt Engineering Guidelines and Best Practices -- Technical requirements -- Why prompts are your secret weapon -- Understanding how LlamaIndex uses prompts -- Customizing default prompts -- Using advanced prompting techniques in LlamaIndex -- The golden rules of prompt engineering -- Accuracy and clarity in expression -- Directiveness -- Context quality -- Context quantity -- Required output format -- Inference cost -- Overall system latency -- Choosing the right LLM for the task -- Common methods used for creating effective prompts -- Summary -- Chapter 11: Conclusion and Additional Resources -- Other projects and further learning -- The LlamaIndex examples collection -- Moving forward - Replit bounties -- The power of many - the LlamaIndex community -- Key takeaways, final words, and encouragement -- On the future of RAG in the larger context of generative AI -- A small philosophical nugget for you to consider -- Summary -- Index -- Other Books You May Enjoy…”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright and Credits -- Dedication -- Foreword -- Contributors -- Table of Contents -- Preface -- Part 1 - A Whirlwind of Stable Diffusion -- Chapter 1: Introducing Stable Diffusion -- Evolution of the Diffusion model -- Before Transformer and Attention -- Transformer transforms machine learning -- CLIP from OpenAI makes a big difference -- Generate images -- DALL-E 2 and Stable Diffusion -- Why Stable Diffusion -- Which Stable Diffusion to use -- Why this book -- References -- Chapter 2: Setting Up the Environment for Stable Diffusion -- Hardware requirements to run Stable Diffusion -- GPU -- System memory -- Storage -- Software requirements -- CUDA installation -- Installing Python for Windows, Linux, and macOS -- Installing PyTorch -- Running a Stable Diffusion pipeline -- Using Google Colaboratory -- Using Google Colab to run a Stable Diffusion pipeline -- Summary -- References -- Chapter 3: Generating Images Using Stable Diffusion -- Logging in to Hugging Face -- Generating an image -- Generation seed -- Sampling scheduler -- Changing a model -- Guidance scale -- Summary -- References -- Chapter 4: Understanding the Theory Behind Diffusion Models -- Understanding the image-to-noise process -- A more efficient forward diffusion process -- The noise-to-image training process -- The noise-to-image sampling process -- Understanding Classifier Guidance denoising -- Summary -- References -- Chapter 5: Understanding How Stable Diffusion Works -- Stable Diffusion in latent space -- Generating latent vectors using diffusers -- Generating text embeddings using CLIP -- Initializing time step embeddings -- Initializing the Stable Diffusion UNet -- Implementing a text-to-image Stable Diffusion inference pipeline -- Implementing a text-guided image-to-image Stable Diffusion inference pipeline -- Summary -- References…”

Tabla de Contenidos: “…10.2.2.2 OLSR-FastSync 259 -- 10.2.2.3 Ad Hoc on-Demand Distance Vector and Mesh and Mesh Networks with MObility Management (AODV-MEMO) 260 -- 10.2.2.4 Mobile Party 263 -- 10.2.2.5 Wireless Mesh Mobility Management (WMM) 264 -- 10.2.2.6 LMMesh 265 -- 10.2.2.7 Forward Pointer-Based Routing (FPBR) 266 -- 10.2.3 Multicasting-Based Scheme 267 -- 10.2.3.1 SMesh 267 -- 10.3 Advantages and Disadvantages 268 -- 10.4 Open Research Issues 279 -- 10.5 Conclusion 280 -- Acknowledgement 280 -- References 280 -- 11 TowardsMulti-Operator IPTV Services Over 5G Networks 283 /Gergely Biczók, Manos Dramitinos, Håkon Lønsethagen, LuisM. …”

Tabla de Contenidos: “…Applications of artificial intelligence in drug delivery and pharmaceutical development 85</p> <p>Stefano Colombo</p> <p>4.1 The evolving pharmaceutical field 85</p> <p>4.2 Drug delivery and nanotechnology 89</p> <p>4.3 Quality-by-design RD 92</p> <p>4.4 Artificial intelligence in drug delivery modeling 95</p> <p>4.5 Artificial intelligence application in pharmaceutical product RD 98</p> <p>4.6 Landscape of AI implementation in the drug delivery industry 109</p> <p>4.7 Conclusion: the way forward 110</p> <p>References 111</p> <p>5. Cancer diagnostics and treatment decisions using artificial intelligence 117</p> <p>Reza Mirnezami</p> <p>5.1 Background 117</p> <p>5.2 Artificial intelligence, machine learning, and deep learning in cancer 119</p> <p>5.3 Artificial intelligence to determine cancer susceptibility 122</p> <p>5.4 Artificial intelligence for enhanced cancer diagnosis and staging 125</p> <p>5.5 Artificial intelligence to predict cancer treatment response 127</p> <p>5.6 Artificial intelligence to predict cancer recurrence and survival 130</p> <p>5.7 Artificial intelligence for personalized cancer pharmacotherapy 133</p> <p>5.8 How will artificial intelligence affect ethical practices and patients? …”

Tabla de Contenidos: “…Ensuring data completeness -- Slicing and dicing the data as needed -- Mixing RDBMS Products -- Chapter 6 Working with a NoSQL DMBS -- Considering the Ramifications of Hierarchical Data -- Understanding hierarchical organization -- Developing strategies for freeform data -- Performing an analysis -- Working around dangling data -- Accessing the Data -- Creating a picture of the data form -- Employing the correct transiting strategy -- Ordering the data -- Interacting with Data from NoSQL Databases -- Working with Dictionaries -- Developing Datasets from Hierarchical Data -- Processing Hierarchical Data into Other Forms -- Book 3 Manipulating Data Using Basic Algorithms -- Chapter 1 Working with Linear Regression -- Considering the History of Linear Regression -- Combining Variables -- Working through simple linear regression -- Advancing to multiple linear regression -- Considering which question to ask -- Reducing independent variable complexity -- Manipulating Categorical Variables -- Creating categorical variables -- Renaming levels -- Combining levels -- Using Linear Regression to Guess Numbers -- Defining the family of linear models -- Using more variables in a larger dataset -- Understanding variable transformations -- Doing variable transformations -- Creating interactions between variables -- Understanding limitations and problems -- Learning One Example at a Time -- Using Gradient Descent -- Implementing Stochastic Gradient Descent -- Considering the effects of regularization -- Chapter 2 Moving Forward with Logistic Regression -- Considering the History of Logistic Regression -- Differentiating between Linear and Logistic Regression -- Considering the model -- Defining the logistic function -- Understanding the problems that logistic regression solves -- Fitting the curve -- Considering a pass/fail example…”

Tabla de Contenidos: “…-- navigator.onLine API - the user's network status -- Clipboard API - programmatically manipulating the clipboard -- The Canvas API - the web's drawing board -- The Fetch API - promise-based HTTP requests -- Fetch API customization -- Accessing and modifying history with the history API -- Handling window.onpopstate events -- Modifying history - the history.go(distance) method -- Jumping ahead - the history.forward() method -- Going back - the history.back() method -- Pushing on the history - history.pushState() -- Pushing on the history stack - history.replaceState() -- Summary -- Chapter 10: Storage APIs in JavaScript -- HyperText Transfer Protocol (HTTP) -- What is a TLS/SSL handshake?…”

Tabla de Contenidos: “…-- The Network Administrator -- Chapter 2 Network Infrastructure -- Introducing Infrastructure -- Understanding Network Protocols and Standards -- Recognizing Network Topology -- Bus topology -- Star topology -- Expanding stars -- Ring topology -- Mesh topology -- Considering Cable -- Twisted-pair cable -- RJ45 connectors -- Patch panels and patch cables -- Repeaters and hubs -- Switches -- Perusing Ports, Interfaces, and MAC Addresses -- Pondering Packets -- Contemplating Collisions -- Dealing with Broadcast Packets -- Examining Wireless Networks -- Chapter 3 Switches, Routers, and VLANs -- Understanding Switches -- Learning -- Forwarding -- Flooding -- Looking Deeper into Switches -- Collision domains -- Bridging -- SFP ports and uplinks -- Broadcast domains -- Managed and unmanaged switches -- Understanding Routers -- Network address translation -- Virtual private network -- Understanding VLANs -- Chapter 4 Cybersecurity -- But We're a Small Business - Do We Need Security? …”

Tabla de Contenidos: “…Goals -- Longer-Term Goals -- SMART Goals -- Team Goals -- Communication Habits: Respond Quickly and Use the Right Tools -- Communicate Proactively -- Set Expectations Early On -- The Right Conversation Tools -- Be Precise -- Daily Check-Ins -- Make Yourself Available -- Get Dressed for Work -- Dress the Part -- Business Casual -- Know Your Audience -- Set Yourself Up for Success Right from the Start -- Notes -- Chapter 3 Office Technology: Stay Connected and Competitive -- VoIP: From Desktop to Soft Phones and Features -- Cloud Management -- Automated Attendant -- Forwarding and Follow Me…”

Tabla de Contenidos: “…Chapter 15 Dealing with Common Datasets -- Understanding the Need for Standard Datasets -- Finding the Right Dataset -- Locating general dataset information -- Using library-specific datasets -- Loading a Dataset -- Working with toy datasets -- Creating custom data -- Fetching common datasets -- Manipulating Dataset Entries -- Determining the dataset content -- Creating a DataFrame -- Accessing specific records -- Part 5 Performing Simple Error Trapping -- Chapter 16 Handling Errors in Haskell -- Defining a Bug in Haskell -- Considering recursion -- Understanding laziness -- Using unsafe functions -- Considering implementation-specific issues -- Understanding the Haskell-Related Errors -- Fixing Haskell Errors Quickly -- Relying on standard debugging -- Understanding errors versus exceptions -- Chapter 17 Handling Errors in Python -- Defining a Bug in Python -- Considering the sources of errors -- Considering version differences -- Understanding the Python-Related Errors -- Dealing with late binding closures -- Using a variable -- Working with third-party libraries -- Fixing Python Errors Quickly -- Understanding the built-in exceptions -- Obtaining a list of exception arguments -- Considering functional style exception handling -- Part 6 The Part of Tens -- Chapter 18 Ten Must-Have Haskell Libraries -- binary -- Hascore -- vect -- vector -- aeson -- attoparsec -- bytestring -- stringsearch -- text -- moo -- Chapter 19 Ten (Plus) Must-Have Python Packages -- Gensim -- PyAudio -- PyQtGraph -- TkInter -- PrettyTable -- SQLAlchemy -- Toolz -- Cloudera Oryx -- funcy -- SciPy -- XGBoost -- Chapter 20 Ten Occupation Areas that Use Functional Programming -- Starting with Traditional Development -- Going with New Development -- Creating Your Own Development -- Finding a Forward-Thinking Business -- Doing Something Really Interesting…”

Tabla de Contenidos: “…Notes -- Part III: Applying Chart Analysis to Trading -- Chapter 12: Midtrend Entry and Pyramiding -- Chapter 13: Choosing Stop-Loss Points -- Note -- Chapter 14: Setting Objectives and Other Position Exit Criteria -- Chart-Based Objectives -- Measured Move -- Rule of Seven -- Support and Resistance Levels -- Overbought/Oversold Indicators -- DeMark Sequential -- Contrary Opinion -- Trailing Stops -- Change of Market Opinion -- Note -- Chapter 15: The Most Important Rule in Chart Analysis -- Failed Signals -- Bull and Bear Traps -- False Trend Line Breakouts -- Return to Spike Extremes -- Return to Wide-Ranging Day Extremes -- Counter-to-Anticipated Breakout of Flag or Pennant -- Opposite Direction Breakout of Flag or Pennant Following a Normal Breakout -- Penetration of Top and Bottom Formations -- Breaking of Curvature -- The Future Reliability of Failed Signals -- Conclusion -- Part IV: Trading Systems and Performance Measurement -- Chapter 16: Technical Trading Systems: Structure and Design: -- The Benefits of a Mechanical Trading System -- Three Basic Types of Systems -- Trend-Following Systems -- Ten Common Problems with Standard Trend-Following Systems -- Possible Modifications for Basic Trend-Following Systems -- Countertrend Systems -- Diversification -- Ten Common Problems with Trend-Following Systems Revisited -- Notes -- Chapter 17: Examples of Original Trading Systems -- Wide-Ranging-Day System -- Run-Day Breakout System -- Run-Day Consecutive Count System -- Conclusion -- Notes -- Chapter 18: Selecting the Best Futures Price Series for System Testing -- Actual Contract Series -- Nearest Futures -- Constant-Forward ("Perpetual") Series -- Continuous (Spread-Adjusted) Price Series -- Comparing the Series -- Conclusion -- Notes -- Chapter 19: Testing and Optimizing Trading Systems -- The Well-Chosen Example…”

Tabla de Contenidos: “…-- Optional - but not really -- Moving on -- Moving forward -- Dissecting, deconstructing, and critiquing our surrogates -- The trick - two different, yet complimentary, perspectives... structural and functional -- Our goal - to understand and critique what has been done before…”

Tabla de Contenidos: “…. -- Chapter 3: Iterators -- Introduction -- Iterator categories -- Input iterator -- Forward iterator -- Bidirectional iterator -- Random access iterator -- Contiguous iterator -- Output iterator -- Mutable iterator -- Building your own iterable range -- How to do it... -- How it works... -- Making your own iterators compatible with STL iterator categories -- How to do it... -- How it works... -- There's more... -- Using iterator adapters to fill generic data structures -- How to do it... -- How it works... -- std::back_insert_iterator -- std::front_insert_iterator -- std::insert_iterator -- std::istream_iterator -- std::ostream_iterator -- Implementing algorithms in terms of iterators -- How to do it... -- There's more…”

Tabla de Contenidos: “…The LoadBalancer service -- The ExternalName service -- Introduction to load balancers -- Understanding the OSI model -- Layer 7 load balancers -- Name resolution and layer 7 load balancers -- Using nip.io for name resolution -- Creating Ingress rules -- Resolving Names in Ingress Controllers -- Using Ingress Controllers for non-HTTP traffic -- Layer 4 load balancers -- Layer 4 load balancer options -- Using MetalLB as a layer 4 load balancer -- Installing MetalLB -- Understanding MetalLB's custom resources -- MetalLB components -- Creating a LoadBalancer service -- Advanced pool configurations -- Disabling automatic address assignments -- Assigning a static IP address to a service -- Using multiple address pools -- IP pool scoping -- Handling buggy networks -- Using multiple protocols -- Introducing Network Policies -- Network policy object overview -- The podSelector -- The policyTypes -- Creating a Network Policy -- Tools to create network policies -- Summary -- Questions -- Chapter 5: External DNS and Global Load Balancing -- Technical requirements -- Making service names available externally -- Setting up ExternalDNS -- Integrating ExternalDNS and CoreDNS -- Adding an ETCD zone to CoreDNS -- ExternalDNS configuration options -- Creating a LoadBalancer service with ExternalDNS integration -- Integrating CoreDNS with an enterprise DNS server -- Exposing CoreDNS to external requests -- Configuring the primary DNS server -- Testing DNS forwarding to CoreDNS -- Load balancing between multiple clusters -- Introducing the Kubernetes Global Balancer -- Requirements for K8GB -- Deploying K8GB to a cluster -- Understanding K8GB load balancing options -- Customizing the Helm chart values -- Using Helm to install K8GB -- Delegating our load balancing zone -- Deploying a highly available application using K8GB…”

Tabla de Contenidos: “…Duplicate One or More Slides -- Move or Copy Slides -- Copy a Design Using Browse -- Use Zoom -- Use a Keyboard with Slides -- Change the Look and Feel of Slides -- Change a Theme -- Create a Custom Theme -- Copy Attributes with the Format Painter -- Work with Hyperlinks -- Use Footers on Slides -- Work with Text -- Use a Text Layout -- Insert a New Text Box -- Change Regular Text to WordArt Styles -- Work with Text Boxes -- Use Lists -- Use the Font Dialog Box -- Align Text -- Spiff Up Your Presentation with SmartArt -- Use Transitions and Animations -- Work with Transitions -- Add Animations to Your Slides -- Chapter 10: Polishing and Publishing Your Presentations -- Work with Master Slides -- Edit a Slide Master or Layout Master -- Perform Additional Slide Master Tasks -- Understand the Slide Master Ribbon -- Work with the Notes Master -- Change the Handout Master -- Work with Notes -- Display the Notes Pane -- Preview Speaker Notes -- Use Headers and Footers on Notes and Handouts -- Print Notes and Handouts -- Share Your Presentation -- Share in a Variety of Ways -- Export Your Presentation -- Present a Slide Show -- Set Controls for Two Monitors -- Set Up Your Slide Show -- Use a Presenter View Slide Show -- Start the Slide Show -- Set Up an Automated Slide Show -- Record Narrations and Timings -- Rehearse Your Timing -- Chapter 11: Using Outlook -- Set Up E-mail -- Set Up Your Outlook Account -- Upgrade to Outlook -- Explore Outlook -- Explore the Outlook Window -- Change Views -- Use the Navigation Pane -- Receive E-mail -- Check for E-mail -- Read E-mail -- Filter Junk Mail -- Write Messages -- Create a Message -- Address a Message -- Add Carbon and Blind Copies -- Edit a Message -- Attach Files -- Send Messages -- Reply to Messages -- Forward Messages -- Handle E-mail Messages -- Find a Message -- Delete Messages -- Manage Attachments…”

Tabla de Contenidos: “…Picking a Time Zone -- Setting the Date and Time -- Setting (or Turning Off) 24-Hour Time -- Additional Ideas for Modifying the Date and Time on Your iPad -- 10: Restoring and Resetting Your iPad -- Restoring an iPad -- Resetting Everything -- Resetting the Keyboard Dictionary -- Resetting Location Services -- Additional Ideas for Resetting Your iPad -- 11: Setting Up an Internet Connection -- Setting Up a Wi-Fi Connection -- Forgetting a Wi-Fi Network -- Connecting to a 3G Cellular Network -- Additional Ideas for Connecting to the Internet -- 12: Installing (and Uninstalling) Apps -- Finding Apps on Your iPad -- Installing an App -- Finding Apps in iTunes -- Updating Apps on the iPad -- Deleting Apps from the iPad -- Running iPhone Apps on the iPad -- Additional Ideas for Installing and Uninstalling Apps -- 13: Browsing with Safari -- Navigating Safari -- Searching in Safari -- Opening Multiple Web Pages -- Emailing a Web Page Link -- Copying a Graphic Image from a Web Page -- Additional Ideas for Browsing the Internet -- 14: Using Bookmarks with Safari -- Using the History Window -- Adding and Managing Bookmarks -- Saving a Website as a Home Screen Icon -- Creating Folders in the Bookmarks Window -- Additional Ideas for Bookmarking Favorite Websites -- 15: Filling Out Forms Automatically in Safari -- Turning On the AutoFill Feature -- Using AutoFill in Safari -- Additional Ideas for Using AutoFill -- 16: Setting Up and Customizing an Email Account -- Setting Up an Email Account Automatically -- Setting Up an Email Account Manually -- Customizing Mail Accounts -- Additional Ideas for Setting Up and Customizing Email Accounts -- 17: Reading, Writing, and Organizing Email -- Reading Email -- Moving a Message to Another Folder -- Replying to or Forwarding an Email Message -- Writing a New Message -- Deleting Messages -- Searching Email…”

Tabla de Contenidos: “…. -- There's more... -- Forward event logs to a central server -- Getting ready -- How to do it…”

Tabla de Contenidos: “…. -- Leaders aren't candid about the difficulties they face -- Employee temperaments are resistant to change -- Following a release checklist -- Successful releases go far beyond following a checklist -- Exploring 10 common pitfalls of DevOps release management -- A lack of support from leadership -- Thinking DevOps is mainly about tools -- Treating DevOps and CI/CD as the same thing -- Quality as an afterthought -- Lacking dashboarding and reporting, or having too much -- Selecting the wrong metrics to measure project success -- Leaving others behind as you move forward with DevOps -- Converting to microservices from old infrastructure and design…”

Tabla de Contenidos: “…Beginning the quantum revolution -- Continuing the quantum revolution -- Laying the groundwork for quantum computing -- Spotting "spooky action at a distance" -- Chapter 4 Introducing Quantum Technology 1.0 -- Finding Lasers at the Cutting Edge -- Studying Quantum Mechanics After 1930 -- Speeding the Race for Solar Cells (1890s) -- Eyeing Electron Microscopes (1931, 1965, and 1981) -- Optimizing the Transistor (1947) -- Telling Time with Atomic Clocks (1955) -- Heating Up Masers and Lasers (1953 and 1960) -- Scanning for NMR and MRI Devices (1977) -- Assessing the Effects of Quantum Technology 1.0 -- Chapter 5 Unveiling Quantum Computing -- Nailing Together a Framework for Quantum Computing -- Theorizing in the 1960s and 1970s -- Foretelling quantum computing and nanotech -- Keeping cool with reversibility -- Quantizing money - it's a hit -- Cloning quantum states is a no-go no-no -- Regretting what you can't have -- Discovering a star (in information theory) -- Laying the Groundwork in the 1980s -- Extending Turing machines to the quantum realm -- Speaking out on quantum computing -- Describing a universal quantum computer -- Espying the CNOT gate -- Modeling a real quantum computer -- Annealing for optimization -- Breaking through in the 1990s with Algorithms and Hardware -- Connecting with quantum communications -- Unveiling the first quantum-specific algorithm -- Shaking the multiverse with Shor's algorithm -- Calling quantum for the defense -- Initiating quantum error correction -- Finding a groove with Grover's algorithm -- Manifesting a working quantum computer -- Hitting seven lucky qubits in hardware -- Starting Today's Quantum Computing Race -- Chapter 6 Quantum Computing Accelerates -- Pushing Technical Progress Forward, 2000-2010 -- Seeing Shor's algorithm executed (Shor unharmed) -- Making a quantum leap in education…”

Tabla de Contenidos: “…Rig Building Blocks -- Control Bone -- Custom Meshes -- Forward Kinematics Chain (FK) -- Rotation Isolation -- Rotation Switch -- Inverse Kinematics Chain (IK) -- Pole Target Placement -- Blending -- Tweak Chain -- 26. …”