Tabla de Contenidos:

Tabla de Contenidos: “…Grow a SelectionCreate Slices; Chapter 5: Manipulate Selections; Move a Selection; Copy and Paste a Selection; Delete a Selection; Rotate a Selection; Scale a Selection; Skew or Distort a Selection; Feather the Border of a Selection; Extract an Object; Create Vanishing Point Planes; Copy between Vanishing Point Planes; Chapter 6: Paint and Draw with Color; Select the Foreground and Background Colors; Select a Web-Safe Color; Select a Color with the Eyedropper Tool; Select a Color with the Swatches Palette; Add a Color to the Swatches Palette; Using the Paintbrush Tool; Change Brush Styles…”

Tabla de Contenidos: “…Improve Colors with the Touch Up PaletteRemove Red Eye; Retouch with the Clone Stamp Tool; Correct a Spot; Remove Dust and Scratches; Crop an Image; Crop with the Cookie Cutter Tool; Rotate an Image; Straighten an Image; Sharpen an Image; Extract an Object from a Background; Merge Group Shots; Combine Faces; Chapter 9: Enhancing Contrast and Exposure; Enhance Lighting with Guided Edit; Adjust Levels; Adjust Shadows and Highlights; Change Brightness and Contrast; Lighten Areas with the Dodge Tool; Darken Areas with the Burn Tool; Add a Spotlight; Using the Blur and Sharpen Tools…”

Tabla de Contenidos: “…Using Keyframes in VegasFilters in Vegas; How Filters/Plug-ins Function; Velocity Filters; Event Switches in Vegas; 5 Filters and Add-ons; Working with Plug-ins in Vegas; Pixelan SpiceMASTER 2; SpiceFILTERS; BorisFX; Wax/Debugmode Software; 6 Audio Tools in Vegas; Recording Audio in Vegas; Basic Setup; Recording Multiple Tracks; Advanced Recording Techniques and Tools; Recording with Takes; FX Packaging; Recording Multiple Tracks; Editing Audio in Vegas; Placing Audio on the Timeline; Extracting Audio from CDs; Inserting Markers; Rubber Audio; Variable Speed Audio in Vegas…”

Tabla de Contenidos: “…Adjusting Tempo to Match Marker to CursorChapter 4 Tips and Tricks; Reverse Parts of Your Loops; Use the Bus Tracks View; Create a Natural Chorus Effect; The ""Wall o f Sound"" Effect; Pitch-Shifting Tracks; Detuning Tracks; Employing Other Creative Tricks; Chapter 5 Beatmapping Existing Songs; Know Your Copyrights; Extracting Audio from CDs; Matching Tempo; Knowing When to Start; Fixing Tempo Drift Using ACID; Chapter 6 Advanced Looping; Manipulating Loops; Reversing Events; Pseudo-Granular Synthesis/Stutter Effect; The Paint Tool and One-Shots; Rendering FX with a Track…”

Tabla de Contenidos: “…Audio DeviceGetting the Good Stuff in; Off to workflow we go; Project file notes; New project and properties; Open, close, save, save as; To Media Pool or not to Media pool; Import media; Capturing video workflow; Logging; Get the Hookup; Basic capture; Advanced capture; Extract Audio from CD; Get Media from the Web; Adding third-party material; The future of capture; Slicing, Dicing, and Cooking Creative; Adding tracks and media to the Timeline; Right Click Add Media Options; Moving events; Timeline Trimming and Splitting; Event Envelopes; Video; Audio; Transitions…”

Tabla de Contenidos: “…1.4 Finding a Substring in a StringProblem; Solution; Discussion; See Also; 1.5 Extracting a Substring from a String; Problem; Solution; Discussion; See Also; 1.6 Checking for an Existing, Nonempty String; Problem; Solution; Discussion; 1.7 Breaking a Keyword String into Separate Keywords; Problem; Solution; Discussion; See Also; 1.8 Inserting Special Characters; Problem; Solution; Discussion; 1.9 Processing Individual Lines of a textarea; Problem; Solution; Discussion; See Also; 1.10 Trimming Whitespace from the Ends of a String; Problem; Solution; Discussion; See Also…”

Tabla de Contenidos: “…; 3.3 . Inequality, extractive institutions, and rent seeking in Brazil; 3.4 . …”

Tabla de Contenidos: “…Cover; Copyright; Credits; About the Author; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Worksheet, Data Management, and the Calculator; Introduction; Opening an Excel file in Minitab; Opening data from Access using ODBC; Stacking several columns together; Stacking blocks of columns at the same time; Transposing the columns of a worksheet; Splitting a worksheet by categorical column; Creating a subset of data in a new worksheet; Extracting values from a date/time column; Calculator - basic functions; Calculator - using an if statement…”

Tabla de Contenidos: “…; 2.2 Data Cleaning; 2.3 Handling Missing Data. 2.4 Identifying Misclassifications2.5 Graphical Methods for Identifying Outliers; 2.6 Measures of Center and Spread; 2.7 Data Transformation; 2.8 Min-Max Normalization; 2.9 Z-Score Standardization; 2.10 Decimal Scaling; 2.11 Transformations to Achieve Normality; 2.12 Numerical Methods for Identifying Outliers; 2.13 Flag Variables; 2.14 Transforming Categorical Variables into Numerical Variables; 2.15 Binning Numerical Variables; 2.16 Reclassifying Categorical Variables; 2.17 Adding an Index Field; 2.18 Removing Variables that are not Useful; 2.19 Variables that Should Probably not be Removed. 2.20 Removal of Duplicate Records2.21 A Word About ID Fields; The R Zone; R Reference; Exercises; Chapter 3: Exploratory Data Analysis; 3.1 Hypothesis Testing Versus Exploratory Data Analysis; 3.2 Getting to Know The Data Set; 3.3 Exploring Categorical Variables; 3.4 Exploring Numeric Variables; 3.5 Exploring Multivariate Relationships; 3.6 Selecting Interesting Subsets of the Data for Further Investigation; 3.7 Using EDA to Uncover Anomalous Fields; 3.8 Binning Based on Predictive Value; 3.9 Deriving New Variables: Flag Variables; 3.10 Deriving New Variables: Numerical Variables. 3.11 Using EDA to Investigate Correlated Predictor Variables3.12 Summary of Our EDA; The R Zone; R References; Exercises; Chapter 4: Dimension-Reduction Methods; 4.1 Need for Dimension-Reduction in Data Mining; 4.2 Principal Components Analysis; 4.3 Applying PCA to the Houses Data Set; 4.4 How Many Components Should We Extract?; 4.5 Profiling the Principal Components; 4.6 Communalities; 4.7 Validation of the Principal Components; 4.8 Factor Analysis; 4.9 Applying Factor Analysis to the Adult Data Set; 4.10 Factor Rotation; 4.11 User-Defined Composites…”

Tabla de Contenidos: “…Learning mechanisms7 Extracting regularities: The gateway to language; 8 What does the future hold?…”

Tabla de Contenidos: “…. -- A Combination of Aqueous Extraction and Ultrafiltration for the Purification of Phycocyanin -- from Arthrospira maxima -- Reprinted from: Microorganisms 2022, 10, 308, doi:10.3390/microorganisms10020308 117 -- Amalia Piro, Dante Matteo Nistic`o, Daniela Oliva, Francesco Antonio Fag`a and Silvia -- Mazzuca -- Physiological and Metabolic Response of Arthrospira maxima to Organophosphates -- Reprinted from: Microorganisms 2022, 10, 1063, doi:10.3390/microorganisms10051063 131 -- Alessia Bani, Katia Parati, Anna Pozzi, Cristina Previtali, Graziella Bongioni and Andrea -- Pizzera et al. -- Comparison of the Performance and Microbial Community Structure of Two Outdoor -- Pilot-Scale Photobioreactors Treating Digestate -- Reprinted from: Microorganisms 2020, 8, 1754, doi:10.3390/microorganisms8111754 149 -- Diogo Fleury Azevedo Costa, Joaqu ́ın Miguel Castro-Montoya, Karen Harper, Leigh -- Trevaskis, Emma L. …”

Tabla de Contenidos: “…. -- How it works... -- See also -- Extracting web browser data from Pagefile.sys -- Getting ready -- How to do it... -- How it works... -- See also -- Chapter 9: Email and Instant Messaging Forensics -- Introduction -- Outlook mailbox parsing with Intella -- Getting ready -- How to do it... -- How it works... -- See also -- Thunderbird mailbox parsing with Autopsy -- Getting ready -- How to do it... -- How it works... -- See also -- Webmail analysis with Magnet AXIOM -- Getting ready -- How to do it... -- How it works... -- See also -- Skype forensics with Belkasoft Evidence Center -- Getting ready -- How to do it... -- How it works... -- See also -- Skype forensics with SkypeLogView -- Getting ready…”

Tabla de Contenidos: “…-- Logical AND: && -- Logical OR: || -- Combining Boolean Operators -- Ternary Expressions -- Chapter 2: Numbers -- Basic Math -- Number Formats -- Constants and Functions -- The Math Object -- Even More Properties and Methods -- Generating Random Integers -- Conversion -- Number Precision -- Chapter 3: Strings -- Escape Characters -- Operators -- Properties -- Methods -- Changing Case: toUpperCase(), toLowerCase() -- Extracting Parts of a String -- charAt(x), charCodeAt(x) -- slice(x[, y]) -- substr(x[, y]) -- Converting Strings to Arrays: split([delimiter, limit]) -- Search and Replace -- indexOf(substring[, start]) -- lastIndexOf(substring[, start]) -- search(regexp) -- match(regexp) -- replace(pattern, replacement) -- Helper Functions -- stringTrim() -- Global Functions -- escape(string), unescape(string) -- encodeURI(string), decodeURI(string) -- encodeURIComponent(string), decodeURIComponent(string) -- Chapter 4: Arrays -- Creating Arrays -- Properties -- Looping Over Arrays -- forEach(loopFunc) -- Methods -- Adding Items to Arrays -- concat(x[,y,z ...]) -- push(x[,y,z ...]) -- unshift(x[,y,z ...]) -- Removing Items from Arrays -- pop() -- shift()…”

Tabla de Contenidos: “…-- Version prefixing -- Virtual hosts -- Serving static content -- Serving static content from Sanic -- Serving static content with Nginx -- Streaming static content -- Summary -- Chapter 4: Ingesting HTTP Data -- Technical requirements -- Reading cookies and headers -- Headers are flexible -- Authentication headers -- Context headers -- Sanic extracts header data for us…”

Tabla de Contenidos: “…-- DuckDB deployment options and installation -- DuckDB deployment options -- Installing the DuckDB CLI -- Starting the DuckDB CLI -- Working with the DuckDB CLI -- A short SQL primer -- Creating your first DuckDB table -- Running your first DuckDB query -- Summary -- Chapter 2: Loading Data into DuckDB -- Technical requirements -- Loading CSV files -- The COPY statement -- COPY statement options -- Error handling with CSV reading -- File loading with read_csv -- Table creation with read_csv -- Date formats -- When to use COPY versus read_csv -- Loading multiple files -- Mixed schemas -- Loading JSON files -- JSON Lines - Newline Delimited JSON -- JSON array objects -- Working with Parquet files -- Exploring public datasets -- Bike-share station readings -- Loading the bike station readings -- Specifying date load formats -- Summarizing the bike station readings -- Exporting data -- Exporting a table into a CSV file -- Exporting JSON data -- Exporting Parquet with Hive partitioning -- Summary -- Chapter 3: Data Manipulation with DuckDB -- Technical requirements -- Data wrangling with DuckDB - cleaning and reshaping data -- Data import and manipulation -- Regular expressions -- The regexp_extract function -- Using regular expressions for text extraction -- Altering tables and creating views -- Converting strings to dates -- Adding a new column -- Creating a language lookup table -- Joining tables with DuckDB -- Creating a view -- Scripting SQL steps -- Aggregate functions and common table expressions -- Aggregate functions -- Bucketing dates…”

Tabla de Contenidos: “…-- Benefits of confidential computing -- Trusted execution environments - attestation of source code and how it helps protect against insider threat attacks -- Industry standards for ML in TEEs -- Confidential Computing Consortium -- High-level comparison of Intel SGX, AWS Nitro Enclaves, Google Asylo, Azure enclaves, and Anjuna -- Pros and cons of TEEs -- Summary -- Chapter 10: Preserving Privacy in Large Language Models -- Key concepts/terms used in LLMs -- Prompt example using ChatGPT (closed source LLM) -- Prompt example using open source LLMs -- Comparison of open source LLMs and closed source LLMs -- AI standards and terminology of attacks -- NIST -- OWASP Top 10 for LLM applications -- Privacy attacks on LLMs -- Membership inference attacks against generative models -- Extracting training data attack from generative models -- Prompt injection attacks -- Privacy-preserving technologies for LLMs…”

Tabla de Contenidos: “…Li -- Metallogenic prediction based on GIS through automatic database building and extraction of regional gravity and magnetic structure / S.S. …”

Tabla de Contenidos: “…Intro -- Foreword -- Table of contents -- Acronyms and abbreviations -- Executive summary -- 1 Assessment and Recommendations -- Stocktaking of Ukraine's policy framework for investment in the energy sector -- Policy framework for investment -- The protection of investment in Ukraine -- Energy infrastructure in Ukraine -- Investment promotion and facilitation -- Public governance in Ukraine's energy sector -- RBC in Ukraine's energy sector -- 2 Stocktaking of Ukraine's Policy Framework for Investment in the Energy Sector -- Introduction -- Energy Profile of Ukraine -- Investment in Ukraine's energy sector takes an important place in the country's FDI -- Energy production and consumption -- Regulatory analysis of Ukraine's energy subsectors -- Upstream Oil and Gas sector -- Natural Gas Market -- Coal Extraction -- Electricity Generation and Transmission -- Wholesale Electricity Market -- Energy Pricing -- Crude Oil and Gas Condensate -- Natural gas -- Electricity -- Heat -- The government's energy strategy and future energy investment requirements -- Key trends for investors in Ukraine ́s energy sector -- Direct private participation in Ukraine ́s energy sector -- Public procurement, auctions and privatisation in the energy sector -- Increased public-private synergies in oil and gas exploration and production -- Fragmented land reforms to advance energy projects -- Securing sustainable energy investments in a challenging global reality -- Investing in the energy sector and the COVID-19 crisis -- Renewable energy potential and opportunities in Ukraine -- Amendments to the regulatory framework for renewable energy -- International co-operation to advance energy projects -- Support to advance energy reforms and the integration of Ukraine into the EU energy system -- Support to advance private investments in the energy sector…”

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