Tabla de Contenidos: “…Using the split function -- Accessing Array Elements -- Modifying Arrays -- Deleting Array Elements -- Programming with Array Methods -- Pushing and popping -- Shifting and unshifting -- Slicing an array -- Splicing an array -- Looping with Array Methods -- Passing callback functions to array methods -- Reducing an array -- Mapping an array -- Filtering arrays -- Destructuring Arrays -- Spreading Arrays -- Chapter 7 Making and Using Objects -- Objects: The Basics -- Creating Objects -- Making objects using literal notation -- Making objects using a constructor function -- Making objects with class -- Making objects with Object.create() -- Modifying Objects -- Using dot notation -- Using square brackets notation -- Comparing and Copying Objects -- Understanding Prototypes -- Deleting Object Properties -- Chapter 8 Writing and Running Functions -- Functions: An Introduction -- Using Top-level functions -- Using methods of built-in objects -- Passing by value -- Passing by reference -- Writing Functions -- Naming functions -- Passing arguments -- Using rest parameters -- Using the arguments object -- Passing functions as arguments -- Setting default parameters -- Writing a function body -- Returning data -- Using a return value as an argument -- Creating conditional code with return -- Function declaration scope and hoisting -- Declaring Anonymous functions -- Defining function expressions -- Writing anonymous functions as arrow functions -- Simplifying arrow functions -- Knowing the limits of arrow functions -- Arrow functions don't have this -- Arrow functions don't have the arguments object -- Writing Methods -- Understanding Context and this -- Passing an object to a function -- Setting the context of a function -- Using call() -- Using apply() -- Using bind() -- Passing a function from one object to another…”

Tabla de Contenidos: “…""Contents at a Glance""; ""Contents""; ""About the Author""; ""About the Technical Reviewers""; ""Preface""; ""Chapter 1: Sorting, Searching, and Merging""; ""1.1 Sorting an Array: Selection Sort""; ""1.1.1 Analysis of Selection Sort""; ""1.2 Sorting an Array: Insertion Sort""; ""1.2.1 Analysis of Insertion Sort""; ""1.3 Inserting an Element in Place""; ""1.4 Sorting a String Array""; ""1.5 Sorting Parallel Arrays""; ""1.6 Binary Search""; ""1.7 Searching an Array of Strings""; ""1.8 Example: Word Frequency Count""; ""1.9 Merging Ordered Lists""; ""1.9.1 Implementing the Merge""…”

Tabla de Contenidos: “…Basic Operations Arit hmetic Operators; The M atrix Product; Increm ent and Decrement Operators; Universal Functions (ufunc); Aggregat e Functions; Indexing, Slicing, and Iterating; Indexing; Slicing; Iterating an Array; Conditions an d Boolean Arrays; Shape Manipulation; Array Manipulation; Joining Arrays; Splitting Arrays; General Concepts; Copies or Views of Objects; Vectorization; Broadcasting; Structured Arrays; Reading and Writing Array Data on Files; Loading and Saving Data in Binary Files; Reading File with T abular Data; Conclusions…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Packt Upsell -- Contributor -- Table of Contents -- Preface -- Chapter 1: The Anaconda Distribution and Jupyter Notebook -- The Anaconda distribution -- Installing Anaconda -- Jupyter Notebook -- Creating your own Jupyter Notebook -- Notebook user interfaces -- Using the Jupyter Notebook -- Running code in a code cell -- Running markdown syntax in a text cell -- Styles and formats -- Lists -- Useful keyboard shortcuts -- Summary -- Chapter 2: Vectorizing Operations with NumPy -- Introduction to NumPy -- Problems and solutions -- NumPy arrays -- Creating arrays in NumPy -- Creating arrays from lists -- Creating arrays from built-in NumPy functions -- Attributes of arrays -- Basic math with arrays -- Common manipulations with arrays -- Indexing arrays -- Slicing arrays -- Reshaping arrays -- Using NumPy for simulations -- Coin flips -- Simulating stock returns -- Summary -- Chapter 3: Pandas - Everyone's Favorite Data Analysis Library -- Introduction to the pandas library -- Important objects in pandas -- Series -- Creating a pandas series -- DataFrames -- Creating a pandas DataFrame -- Anatomy of a DataFrame -- Operations and manipulations of pandas -- Inspection of data -- Selection, addition, and deletion of data -- Slicing DataFrames -- Selection by labels -- Answering simple questions about a dataset -- Total employees by department in the dataset -- Overall attrition rate -- Average hourly rate -- Average number of years -- Employees with the most number of years -- Overall employee satisfaction -- Answering further questions -- Employees with Low JobSatisfaction -- Employees with both Low JobSatisfaction and JobInvolvement -- Employee comparison -- Summary -- Chapter 4: Visualization and Exploratory Data Analysis -- Introducing Matplotlib -- Terminologies in Matplotlib -- Introduction to pyplot…”

Tabla de Contenidos: “…Chapter SummaryWorking with Text and Numbers; Text; Defining Text Strings; Manipulating Text; Validating strings; Formatting text; Numbers; Using Different Kinds of Numbers; Arithmetic Operators; Variables; Operating on Variables; Putting Variables Inside Strings; Chapter Summary; Exercises; Making Decisions and Repeating Yourself; Understanding true and false; Making Decisions; Building Complicated Decisions; Repeating Yourself; Chapter Summary; Exercises; Working with Arrays; Array Basics; Creating an Array; Choosing a Good Array Name; Creating a Numeric Array; Finding the Size of an Array…”

Tabla de Contenidos: “…Saving an Array to the File System; Problem; Solution…”

Tabla de Contenidos: “…Fe d'errades a l'últ. f.…”
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