Tabla de Contenidos: “…Doris -- On a particular kind of love and the specificity of Soviet production / Sergei Alasheev -- Original copies / Philip Tinari -- 'What is cybernetics?', from The Human use of humans / Norbert Wiener -- Abstracting craft: the practiced digital hand / Malcolm McCullough -- 'Digital artisans manifesto', European Digital Artisans Network / Richard Barbrook and Pit Schultz -- Craft versus design: moving beyond a tired dichotomy / Rafael Cardoso -- pt. 5. …”

Tabla de Contenidos: “…Intro -- AutoCAD® 2018 and AutoCAD LT® 2018: Essentials -- About the Author -- Acknowledgments -- Contents -- Introduction -- Chapter 1 Getting Started -- Sign In to Autodesk 360 on the Start Tab -- Exercise 1.1: Configure Autodesk 360 -- Explore the AutoCAD 2018 for Windows User Interface -- Exercise 1.2: Explore the Graphical User Interface -- Exercise 1.3: Control the AutoCAD Ribbon -- Set Drawing Units -- Exercise 1.4: Set the AutoCAD Drawing Units -- Chapter 2 Gaining Basic Drawing Skills -- Navigate 2D Drawings -- Exercise 2.1: Navigate a Drawing -- Draw Lines and Rectangles -- Exercise 2.2: Draw Lines -- Exercise 2.3: Draw Rectangles -- Cancel, Erase, and Undo -- Exercise 2.4: Correct Mistakes -- Use Coordinate Systems -- Exercise 2.5: Use Absolute Coordinates -- Exercise 2.6: Use Relative Coordinates -- Exercise 2.7: Use Polar Coordinates -- Draw Circles, Arcs, and Polygons -- Exercise 2.8: Create Circles -- Exercise 2.9: Create Arcs -- Exercise 2.10: Draw Polygons -- Use Fillet and Chamfer -- Exercise 2.11: Join Nonparallel Lines -- Exercise 2.12: Join Crossed Lines with Fillet -- Chapter 3 Using Drawing Aids -- Use Grid and Snap -- Exercise 3.1: Draw with Grid and Snap -- Employ Ortho and Polar Tracking -- Exercise 3.2: Draw with Ortho and Polar Tracking -- Use PolarSnap -- Exercise 3.3: Draw with PolarSnap -- Select Running Object Snaps -- Exercise 3.4: Draw with Running Object Snaps -- Harness the From Snap -- Exercise 3.5: Use the From Snap -- Apply Object Snap Tracking -- Exercise 3.6: Use Object Snap Tracking -- Chapter 4 Editing Entities -- Create Selection Sets -- Exercise 4.1: Create a Selection Set at the Select Objects: Prompt -- Exercise 4.2: Create a Selection Set Before Deciding on a Command -- Use Move and Copy -- Exercise 4.3: Move and Copy -- Use Rotate and Scale -- Exercise 4.4: Rotate and Scale -- Work with Arrays…”

Tabla de Contenidos: “…Optional Parameters -- Defined Constants -- Properties Can Return Objects -- Using Debugging Tools to Figure Out Recorded Code -- Stepping Through Code -- More Debugging Options: Breakpoints -- Backing Up or Moving Forward in Code -- Not Stepping Through Each Line of Code -- Querying Anything While Stepping Through Code -- Using a Watch to Set a Breakpoint -- Using a Watch on an Object -- Object Browser: The Ultimate Reference -- Seven Tips for Cleaning Up Recorded Code -- Tip 1: Don't Select Anything -- Tip 2: Cells(2,5) Is More Convenient Than Range("E2") -- Tip 3: Ride the Range from the Bottom to Find Last Row -- Tip 4: Use Variables to Avoid Hard-Coding Rows and Formulas -- Tip 5: R1C1 Formulas That Make Your Life Easier -- Tip 6: Learn to Copy and Paste in a Single Statement -- Tip 7: Use With...End With to Perform Multiple Actions -- Next Steps -- 3 Referring to Ranges -- The Range Object -- Syntax to Specify a Range -- Named Ranges -- Shortcut for Referencing Ranges -- Referencing Ranges in Other Sheets -- Referencing a Range Relative to Another Range -- Use the Cells Property to Select a Range -- Using the Cells Property in the Range Property -- Use the Offset Property to Refer to a Range -- Use the Resize Property to Change the Size of a Range -- Using the Columns and Rows Properties to Specify a Range -- Use the Union Method to Join Multiple Ranges -- Use the Intersect Method to Create a New Range from Overlapping Ranges -- Use the ISEMPTY Function to Check Whether a Cell Is Empty -- Use the CurrentRegion Property to Select a Data Range -- Use the Areas Collection to Return a Noncontiguous Range -- Referencing Tables -- Next Steps -- 4 User-Defined Functions -- Creating User-Defined Functions -- Sharing UDFs -- Useful Custom Excel Functions -- Set the Current Workbook's Name in a Cell…”

Tabla de Contenidos: “…Writing Code -- 06.01 Zoom In or Out of Text in the Editor Using the Mouse Wheel -- 06.02 Zoom In or Out of Text in the Editor -- Combo Box -- Keyboard -- Universal Zoom -- 06.03 How to Keep from Accidentally Copying a Blank Line -- 06.04 Make IntelliSense Transparent -- 06.05 Cut or Delete the Current Line -- Cut -- Delete -- 06.06 Using the New IntelliSense: Keywords -- 06.07 Using the New IntelliSense: Pascal Case -- 06.08 Comment and Uncomment in Web Pages -- Comment -- Uncomment -- 06.09 Insert a Blank Line Above or Below the Current Line -- 06.10 Transpose Lines, Words, and Characters -- 06.11 How to Cycle Through the Clipboard Ring -- 06.12 Using the Undo and Redo Stack -- 06.13 Undo and Redo Global Actions -- 06.14 How to Use Reference Highlighting -- Navigation -- Turning it Off -- 06.15 Moving or Selecting Between Matching Braces (C++, C# Only) -- Moving -- Selecting…”

Tabla de Contenidos: “…A plain and familiar exposition of the Ten Commandments, 1604 / John Dod, Robert Cleaver -- The copy of the sermon preached on Good Friday last before the King's Majesty, 1604 / Lancelot Andrewes -- English puritanism : containing the main opinions of the rigidest sort of those that are called Puritans in the realm of England, 1604 / William Bradshaw -- A sermon preached at Hampton Court before the King's Majesty, 1606 / John Buckeridge -- Of the church, five books, 1606 / Richard Field -- "An elegy written upon the death of Dr. …”
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Tabla de Contenidos: “…Predicting the effects of copy-number variation in double and triple mutant combinations / Gregory W. …”

Tabla de Contenidos: “…operator -- Kotlin's type system -- The Any type -- Minimum common types -- The Unit type -- The Nothing type -- Other types -- Data classes -- Canonical methods -- The copy() method -- Destructuring methods -- Annotations -- Enum -- Summary -- Chapter 2: Getting Started with Functional Programming -- What is functional programming? …”

Tabla de Contenidos: “…Fold operation on a list -- Filter operation for a linked list -- Append on a linked list -- The flatMap method on a linked list -- The concept of a monad -- Option monad -- Try monad -- Analysis of the complexity of a recursive algorithm -- Performance of functional programming -- Summary -- Chapter 5: Efficient Searching - Binary Search and Sorting -- Search algorithms -- Binary search -- Complexity of the binary search algorithm -- Sorting -- Selection sort -- Complexity of the selection sort algorithm -- Insertion sort -- Complexity of insertion sort -- Bubble sort -- Inversions -- Complexity of the bubble sort algorithm -- A problem with recursive calls -- Tail recursive functions -- Non-tail single recursive functions -- Summary -- Chapter 6: Efficient Sorting - Quicksort and Merge Sort -- Quicksort -- Complexity of quicksort -- Random pivot selection in quicksort -- Merge sort -- The complexity of merge sort -- Avoiding the copying of tempArray -- Complexity of any comparison-based sorting -- The stability of a sorting algorithm -- Summary -- Chapter 7: Concepts of Tree -- A tree data structure -- The traversal of a tree -- The depth-first traversal -- The breadth-first traversal -- The tree abstract data type -- Binary tree -- Types of depth-first traversals -- Non-recursive depth-first search -- Summary -- Chapter 8: More About Search - Search Trees and Hash Tables -- Binary search tree -- Insertion in a binary search tree -- Invariant of a binary search tree -- Deletion of an element from a binary search tree -- Complexity of the binary search tree operations -- Self-balancing binary search tree -- AVL tree -- Complexity of search, insert, and delete in an AVL tree -- Red-black tree -- Insertion -- Deletion -- The worst case of a red-black tree -- Hash tables -- Insertion -- The complexity of insertion -- Search -- Complexity of the search…”

Tabla de Contenidos: “…Obtaining Data -- Overview -- Copying Local Files to the Docker Container -- Downloading from the Internet -- Introducing curl -- Saving -- Other Protocols -- Following Redirects -- Decompressing Files -- Converting Microsoft Excel Spreadsheets to CSV -- Querying Relational Databases -- Calling Web APIs -- Authentication -- Streaming APIs -- Summary -- For Further Exploration -- Chapter 4. …”

Tabla de Contenidos: “…-- OpenFL -- HaxeFlixel -- Installation -- Installing Haxe -- OpenFL -- Setting up an IDE -- Installing HaxeFlixel -- Setting up target platforms -- Flash -- Android -- iOS -- Desktop -- Hello World -- Creating a project -- Running the project -- Copying assets -- Making changes -- Summary -- Chapter 2: Building a New Game -- The Haxe syntax -- Data types and structures -- Operators -- Access modifiers -- Variables -- Functions -- The for loops -- Classes -- Setting up a new HaxeFlixel project -- Creating the new project -- The anatomy of our project -- Changing settings -- Adding assets -- Adding a background and basic UI -- Making enemies -- Creating the enemy class -- Adding variables -- Setting up the display -- Creating the spawn timer -- Instantiating enemies and adding interaction -- Adding new imports -- Adding variables -- Creating instances and adding mouse events -- Creating the end screen -- Creating the end screen class -- Adding variables -- Adding the background and score text -- Restarting the level -- Implementing the game timer -- Importing the end screen -- Adding variables -- Creating the level timer -- Creating the timer callback function -- Summary -- Chapter 3: Dealing with Menus and Screen Flow -- Adding new assets -- Changing the default state -- Building the splash screen -- Adding imports -- Creating variables -- Adding sprites -- Adding instructions -- Starting the animation sequence -- Creating the next stage of the sequence -- Finishing the sequence -- Navigating back to the game -- Updating the level end screen -- Adding imports -- Adding variables -- Housekeeping -- Adding the group and setting up the window -- Adding scores…”

Tabla de Contenidos: “…-- Design Smells -- Why Software Rots -- The Copy Program -- Conclusion -- Bibliography -- Chapter 8: The Single-Responsibility Principle (SRP) -- Defining a Responsibility -- Separating Coupled Responsibilities -- Persistence -- Conclusion -- Bibliography -- Chapter 9: The Open/Closed Principle (OCP) -- Description of OCP -- The Shape Application -- Conclusion -- Bibliography -- Chapter 10: The Liskov Substitution Principle (LSP) -- Violations of LSP -- Factoring Instead of Deriving -- Heuristics and Conventions -- Conclusion -- Bibliography -- Chapter 11: The Dependency-Inversion Principle (DIP) -- Layering -- A Simple DIP Example -- The Furnace Example -- Conclusion -- Bibliography -- Chapter 12: The Interface Segregation Principle (ISP) -- Interface Pollution -- Separate Clients Mean Separate Interfaces -- Class Interfaces versus Object Interfaces -- The ATM User Interface Example -- Conclusion -- Bibliography…”

Tabla de Contenidos: “…Demonstration scenarios -- 4.1 Client demonstration scenarios -- 4.1.1 Client configuration for backup and archive functions -- 4.1.2 Incremental (complete) backup -- 4.1.3 Selective backup -- 4.1.4 Creating an inactive copy -- 4.1.5 Manual backup using Backup-Archive Command Line -- 4.1.6 Restore using GUI -- 4.1.7 Restore using Backup-Archive Command Line -- 4.1.8 Archive using GUI -- 4.1.9 Backup using schedule backup feature -- 4.2 Server scenarios -- 4.2.1 Migration of storage pool -- 4.2.2 Reclamation of storage pool -- 4.2.3 Database reorganization -- 4.2.4 File Device Class to different directories -- 4.2.5 Activity log management -- 4.2.6 Creating copypool -- 4.2.7 Creating policy domain -- 4.2.8 Tivoli Storage Manager client remote access -- 4.2.9 Usage report…”

Tabla de Contenidos: “…Measure of Costs and Benefits for Fragment Allocation -- Transparencies in Distributed Database Design -- Data Distribution Transparency -- Transaction Transparency -- Performance Transparency -- DBMS Transparency -- Chapter Summary -- Exercises -- Distributed DBMS Architecture -- Introduction -- Client/Server System -- Advantages and Disadvantages of Client/Server System -- Architecture of Client/Server Distributed Systems -- Architectural Alternatives for Client/Server Systems -- Peer-to-Peer Distributed System -- Reference Architecture of Distributed DBMSs -- Component Architecture of Distributed DBMSs -- Distributed Data Independence -- Multi-Database System -- Five-Level Schema Architecture of federated MDBS -- Chapter Summary -- Exercises -- Distributed Transaction Management -- Basic Concepts of Transaction Management -- ACID Properties of Transactions -- Objectives of Distributed Transaction Management -- A Model for Transaction Management in a Distributed System -- Classification of Transactions -- Chapter Summary -- Exercises -- Distributed Concurrency Control -- Objectives of Distributed Concurrency Control -- Concurrency Control Anomalies -- Distributed Serializability -- Classification of Concurrency Control Techniques -- Locking-based Concurrency Control Protocols -- Centralized 2PL -- Primary Copy 2PL -- Distributed 2PL -- Majority Locking Protocol -- Biased Protocol -- Quorum Consensus Protocol -- Timestamp-Based Concurrency Control Protocols -- Basic Timestamp Ordering Algorithm -- Conservative to Algorithm -- Multi-version to Algorithm -- Optimistic Concurrency Control Technique -- Chapter Summary -- Exercises -- Distributed Deadlock Management -- Introduction to Deadlock -- Distributed Deadlock Prevention -- Distributed Deadlock Avoidance -- Distributed Deadlock Detection and Recovery -- Centralized Deadlock Detection…”

Tabla de Contenidos: “…Intro -- Preface -- Contents -- Part I: RNA Damage and Repair in Prokaryotes -- Endoribonucleases of the Toxin-Antitoxin Systems Induce Abortive Infection -- 1 Introduction -- 1.1 The Arms Race Between Bacteria and Phages -- 1.2 The Abortive Infection (Abi) System -- 1.3 The Toxin-Antitoxin (TA) System -- 2 Functions, Structures, and Regulation of the MazF Endoribonuclease -- 2.1 The Abortive Infection Induced by the MazF Endoribonuclease -- 2.2 Phage Mechanism to Overcome MazF-Induced Abi -- 3 Functions, Structures, and Regulation of RnlA Endoribonuclease -- 3.1 The Abortive Infection Induced by RnlA Endoribonuclease -- 3.2 Phage Mechanisms to Overcome RnlA-Induced Abi -- 4 Functions, Structures, and Regulations of ToxN Endoribonuclease -- 4.1 The Abortive Infection Induced by ToxN Endoribonuclease -- 4.2 Phage Mechanisms to Overcome ToxN-Induced Abi -- 5 Conclusion -- References -- The Lifecycle of Ribosomal RNA in Bacteria -- 1 Introduction -- 2 Localisation and Copy Number of rDNA Operons in Bacteria -- 3 Organisation of rDNA Operons in Bacteria -- 4 Transcription Regulation of rDNA Genes Along the Microbial Growth Curve -- 4.1 Ribosomal DNA Promoters and Cis-Regulatory Elements -- 4.2 Trans-regulatory Elements -- 4.2.1 Regulation by Transcription Factors -- 4.2.2 Regulation by NTP and (p)ppGpp -- 5 Processing of Premature rRNA into Functional rRNAs -- 5.1 Maturation of 23S rRNA in E. coli -- 5.2 Maturation of 16S rRNA in E. coli -- 5.3 Maturation of 5S rRNA in E. coli -- 6 Bacterial rRNA Fragmentation -- 7 Chemical Modification of rRNA Molecules -- 8 Assembly of rRNAs into Ribosomes -- 9 rRNA Quality Control -- 10 Damage and Repair of Bacterial rRNA -- 11 Conclusion -- References -- The Rtc RNA End Healing and Sealing System -- 1 Introduction -- 2 Biological RNA Damage -- 2.1 CRISPR-Cas Systems -- 3 RNA Repair -- 4 The RtcA and RtcB Enzymes…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Dedications -- Foreword -- Contributors -- Table of Contents -- Part 1: Introduction to Prompt Engineering -- Chapter 1: Understanding Prompting and Prompt Techniques -- Technical requirements -- Introducing LLM prompts -- How LLM prompts work -- Architecture -- LLM training -- A journey from prompt to reply - how inference helps LLMs fill in the blanks -- Types of LLM prompts -- Components of an LLM prompt -- Adopt any persona - role prompting for tailored interactions -- Few-shot learning - training models with example prompts -- Finding your voice - defining personality in prompts -- Using patterns to enhance prompt effectiveness -- Mix and match - strategic combinations for enhanced prompts -- Exploring LLM parameters -- How to approach prompt engineering (experimentation) -- The challenges and limitations of using LLM prompts -- Summary -- Chapter 2: Generating Text with AI for Content Creation -- Using AI for copywriting -- Creating social media posts -- Writing a Twitter thread -- Writing an Instagram post -- Producing high-converting sales copy -- Writing video scripts -- Generating blog posts, articles and news -- Creating engaging content with AI -- How to use AI for personalized messaging -- Creating tailored content with AI -- Summary -- Part 2: Basic Prompt Engineering Techniques -- Chapter 3: Creating and Promoting a Podcast Using ChatGPT and Other Practical Examples -- Crafting podcast questions for celebrity guests -- Preparing podcast questions with everyday guests -- Identify topics, ideas, and potential guest speakers for your podcast -- Using AI to promote a podcast -- Writing a summary of the podcast episode -- Crafting engaging quotes for social media promotion -- Conceptualizing podcast highlight reels -- Repurposing podcasts into shareable blog content…”

Tabla de Contenidos: “…9.9 Predefined Schema Simple Types -- 9.10 EMF Extensions -- Part III: Using the EMF Generator -- Chapter 10 EMF Generator Patterns -- 10.1 Modeled Classes -- 10.2 Attributes -- 10.3 References -- 10.4 Feature Maps -- 10.5 Operations -- 10.6 Class Inheritance -- 10.7 Reflective Methods -- 10.8 Factories and Packages -- 10.9 Switch Classes and Adapter Factories -- 10.10 Alternative Generator Patterns -- 10.11 Customizing Generated Code -- Chapter 11 EMF.Edit Generator Patterns -- 11.1 Item Providers -- 11.2 Item Provider Adapter Factories -- 11.3 Editor -- 11.4 Action Bar Contributor -- 11.5 Wizard -- 11.6 Plug-Ins -- Chapter 12 Running the Generators -- 12.1 EMF Code Generation -- 12.2 The Generator UI -- 12.3 Generator Model Properties -- 12.4 The Command-Line Generator Tools -- 12.5 The Generator Ant Tasks -- 12.6 The Template Format -- Chapter 13 Example-Implementing a Model and Editor -- 13.1 Getting Started -- 13.2 Generating the Model -- 13.3 Implementing Volatile Features -- 13.4 Implementing Data Types -- 13.5 Running the ExtendedPO2 Editor -- 13.6 Restricting Reference Targets -- 13.7 Splitting the Model into Multiple Packages -- 13.8 Editing Multiple Resources Concurrently -- Part IV: Programming with EMF -- Chapter 14 Exploiting Metadata -- 14.1 Packages -- 14.2 Reflection -- 14.3 Dynamic EMF -- 14.4 Extended Metadata -- Chapter 15 Persistence -- 15.1 Overview of the Persistence Framework -- 15.2 The EMF Persistence API -- 15.3 XML Resources -- 15.4 EMF Resource and Resource Factory Implementations -- 15.5 Performance Considerations -- 15.6 Custom Storage for Active Objects -- Chapter 16 Client Programming Toolbox -- 16.1 Tree Iterators and Switches -- 16.2 Adapters -- 16.3 Cross-Referencers -- 16.4 Copying Objects -- 16.5 Comparing Objects -- Chapter 17 The Change Model -- 17.1 Describing a Change -- 17.2 Change Recording…”

Tabla de Contenidos: “…Setting up Postman -- Exploring the Vision API -- Face detection -- Request structure -- Constructing the request -- Analyzing the response -- Label detection -- Request structure -- Constructing the request -- Analyzing the response -- Safe search detection -- Request structure -- Constructing the request -- Analyzing the response -- API reference -- Integrating Cloud Vision API with SmartExchange -- Solution design -- Setting up Cloudinary -- Pricing -- API reference -- Signing up with Cloudinary -- Managing the API key -- Setting up the server code -- Installing dependencies -- Defining routes -- Updating the message model -- Defining the controller -- Setting up the client code -- Setting up the ng-bootstrap -- Modifying the view thread component -- Setting up the upload image modal component -- Completing the view thread component -- Creating the Vision API service -- Managing the helpers -- Testing the app -- Deploying to Heroku -- Summary -- Chapter 4: Video Intelligence API -- Video Intelligence API -- Pricing -- Enabling API -- Exploring Video Intelligence API -- Label detection -- Label detection - request structure -- Label detection - constructing the request -- Label detection - analyze response -- Operation status - request structure -- Operation status - constructing the request -- Operation status - analyze response -- API reference -- Integrating Video Intelligence API with SmartExchange -- Solution design -- Get a copy of code from Chapter 3 -- Setting up server code -- Installing dependencies -- Defining routes -- Updating the message model -- Updating the controller -- Setting up client code -- Setting up recordrtc -- Modifying the view thread component -- Setting up the upload video modal component -- Completing the view thread component -- Creating the video API service -- Testing the app -- Deploying to Heroku -- Summary…”

Tabla de Contenidos: “…Custom getters/setters -- The getter versus property default value -- Late-initialized properties -- Annotating properties -- Inline properties -- Constructors -- Properties versus constructor parameters -- Constructors with default arguments -- Patterns -- Inheritance -- The JvmOverloads annotation -- Interfaces -- Data classes -- The equals and hashCode methods -- The toString method -- The copy method -- Destructing declarations -- Operator overloading -- Object declaration -- Object expression -- Companion objects -- Companion object instantiation -- Enum classes -- Infix calls for named methods -- Visibility modifiers -- The internal modifier and Java bytecode -- Sealed classes -- Nested classes -- Import aliases -- Summary -- Chapter 5: Functions as First-Class Citizens -- Function types -- What is function type under the hood? …”

Tabla de Contenidos: “…Biased Rendering -- An Introduction to Render Passes / AOVs -- Sidebar: Lighting Render Passes -- Chapter 6: Reproducing Locations and Lighting Characters -- Lighting Locations and Characters -- Reproducing Lighting at Specific Locations -- Location #1: Elevator Landing -- Location #2: Bus Interior -- Location #3: Outer Space -- Designing Character Lighting -- Sidebar: Character Lighting Pitfalls -- Sidebar: Measuring Light in Stops -- Chapter 7 : Designing Stylistic Lighting -- Stylistic Planning -- Generating a Mood -- Creating a Tribute to Other Art Forms -- Creating a Visually Unconventional Look -- Establishing a Parallel World or Timeline -- Stylized 3D Examples -- Sidebar: Motion Blur and Other Post-Process Effects -- Case Study 1: Copying a Renaissance Still Life -- Using Autodesk Maya with the V-Ray Renderer -- Sidebar: Reloading Missing Texture Bitmaps -- Sidebar: Gamma-Corrected Views -- Switching to the Arnold Renderer -- Creating a Window Reflection -- Adjusting the Render Quality -- Sidebar: Determining Values -- Case Study 2: Lighting a Complex Night Interior…”

Tabla de Contenidos: “…Creating a shortcut (for Tables): Gold zone -- Creating business aggregates for the Gold zone -- Analyze -- Power BI -- SQL endpoint -- Orchestrate data ingestion and transformation flow and schedule notebooks and pipelines -- Data meshes in Fabric - a primer -- Summary -- Chapter 4: Building an End-to-End Analytics System - Data Warehouse -- Understanding the end-to-end scenario -- Data and transformation flow -- Creating a data warehouse -- Creating tables in a data warehouse -- Loading data -- Loading data using the copy activity in Data Factory -- Loading data using T-SQL -- Data transformation using T-SQL -- Orchestrating ETL operations with Data Factory pipelines -- Analyzing data with Power BI -- Summary -- Chapter 5: Building an End-to-End Analytics System - Real-Time Analytics -- Understanding the end-to-end scenario -- Creating a Kusto Query Language (KQL) database -- Capturing and delivering data using eventstreams -- Analyzing data with KQL -- Reporting with Power BI -- Creating a new Power BI report -- Adding visualizations to the Power BI report -- Configure page refresh on the Power BI report -- Summary -- Chapter 6: Building an End-to-End Analytics System - Data Science -- Technical requirements -- End-to-end data science scenario -- Data and storage - creating a lakehouse and ingesting data using Apache Spark -- Importing notebooks -- Problem formulation/ideation (business understanding) -- Semantic Link -- Data acquisition, discovery, and preprocessing -- Data acquisition -- Data discovery -- Data preprocessing -- Data Wrangler -- Experimenting and modeling -- Training - version 1 -- Training - version 2 -- AutoML with FLAML -- Enriching and operationalizing -- Analyzing and getting insights -- Summary -- Part 3: Administration and Monitoring -- Chapter 7: Monitoring Overview and Monitoring Different Workloads…”