Getting Started with MongoDB

Mongo Basics

Day 1: Joining Tables

SQL Reporting by Example

Orientation: Selecting Data

SQL Reporting by Example

Subqueries

Querying Relational Databases

Set Operations

Querying Relational Databases

Joining Table Data with SQL

Querying Relational Databases

Table Relationships

Querying Relational Databases

Database Keys

Querying Relational Databases

Database Normalization

Querying Relational Databases

Date and Time Functions

Reporting with SQL

Aggregate and Numeric Functions

Reporting with SQL

Working with Text

Reporting with SQL

Ordering, Limiting and Paging Results

Reporting with SQL

Selecting Relevant Data

Cleaning and Preparing Data

Handling Bad Data

Cleaning and Preparing Data

“Clean” or “Dirty” Data

Cleaning and Preparing Data

Exploring pandas

Introduction to pandas

Array Programming

Introduction to NumPy

Data Eruption

Introduction to Data Visualization with Matplotlib

Chart Toppers

Introduction to Data Visualization with Matplotlib

Getting Started with Data Visualization

Introduction to Data Visualization with Matplotlib

S3 Storage Service

AWS with S3

AWS and "The Cloud"

AWS with S3

Dice Roller

Object-Oriented Python

Python: Advanced Objects

Object-Oriented Python

Handling Errors When Manipulating Data

Modifying Data with SQL

Deleting Data from a Database

Modifying Data with SQL

Updating Data in a Database

Modifying Data with SQL

Adding Data to a Database

Modifying Data with SQL

Playing a Counting Game

Introduction to Algorithms

Understanding Markdown

Markdown Basics

Python: Inheritance

Object-Oriented Python

Getting to Know Your Data

Data Analysis Basics

Introducing Data Analysis

Data Analysis Basics

Python: Instant Objects

Object-Oriented Python

What is Agile?

Scrum Basics

Dungeon Game 2

Python Collections (2016, retired 2019)

Python Sets

Python Collections (2016, retired 2019)

Python Tuples

Python Collections (2016, retired 2019)

Python Dictionaries

Python Collections (2016, retired 2019)

Python Slices

Python Collections (2016, retired 2019)

Python Lists

Python Collections (2016, retired 2019)

The Data Analysis Process

Data Analysis Basics

Build an Application

Introducing Lists

Using Lists

Introducing Lists

Meet Lists

Introducing Lists

All Together Now

Python Basics

Functions and Looping

Python Basics

Types and Branching

Python Basics

Meet Python

Python Basics

Prototyping Designs in Figma

Prototyping with Figma

Introducing Figma

Prototyping with Figma

How to Make Wireframes in Adobe XD

Introduction to Wireframing

How to Make Wireframes in Sketch

How to Make Wireframes in Balsamiq

Introduction to Wireframing

How to Make Wireframes on Paper

Introduction to Wireframing

What is Wireframing?

Introduction to Wireframing

Active Record Associations

Active Record Associations in Rails

Directories and Files

Introduction to the Terminal

The Command Shell

Introduction to the Terminal

A Route to a Delete Action

Rails Routes and Resources

Routes to Update Actions

Rails Routes and Resources

Routes for Create Actions

Rails Routes and Resources

A Route to a Read Action

Rails Routes and Resources

Rails Resource Index

Rails Routes and Resources

Adding a Model Attribute

Ruby on Rails 5 Basics

Using the Rails Console

Ruby on Rails 5 Basics

Handling Rails Requests

Ruby on Rails 5 Basics

Creating Rails Apps

Ruby on Rails 5 Basics

Sinatra Finishing Touches

Building Web Apps with Sinatra

Updating Data in Sinatra

Building Web Apps with Sinatra

Adding New Data in Sinatra

Building Web Apps with Sinatra

Sinatra ERB Templates

Building Web Apps with Sinatra

Creating New Sinatra Apps

Building Web Apps with Sinatra

Gems In Depth

Ruby Gems

Ruby Gems

Ruby Gems

Ruby Blocks

Ruby Blocks

Build a Bank Account Class

Ruby Objects and Classes

Ruby Variables and Methods

Ruby Objects and Classes

Ruby Objects and Classes

Ruby Objects and Classes

Build a Simple Contact List

Ruby Loops

Ruby Iteration

Ruby Loops

Ruby Loops

Ruby Loops

Build a Grocery List Program

Ruby Collections

Ruby Hashes

Ruby Collections

Ruby Arrays

Ruby Collections

Ruby Conditionals

Ruby Basics

Ruby Numeric Types

Ruby Basics

Ruby Objects

Ruby Basics

Ruby Strings and Escape Sequences

Ruby Basics

Adding a Blog to a WordPress Theme

WordPress Theme Development

Custom Homepage Templates in WordPress

WordPress Theme Development

Finishing Your WordPress Theme

WordPress Theme Development

Custom Post Type Templates

WordPress Theme Development

Building Out WordPress Navigation

WordPress Theme Development

Building Page Templates in WordPress

WordPress Theme Development

The WordPress Loop

WordPress Theme Development

WordPress Header and Footer Templates

WordPress Theme Development

Working with CSS and JS in WordPress Themes

WordPress Theme Development

Starting a WordPress Theme

WordPress Theme Development

A Template Hierarchy Review

The WordPress Template Hierarchy

Media Templates in WordPress

The WordPress Template Hierarchy

Custom Post Type Templates

The WordPress Template Hierarchy

Archive Templates in WordPress

The WordPress Template Hierarchy

Page and Post Templates in WordPress

The WordPress Template Hierarchy

Homepage Templates in WordPress

The WordPress Template Hierarchy

Core WordPress Theme Files

The WordPress Template Hierarchy

How WordPress Templates Work

The WordPress Template Hierarchy

Bokeh Data

Data Visualization with Bokeh

Starting Right with PHP Best Practices

PHP Standards and Best Practices

PHP Basics for WordPress

PHP for WordPress

More Advanced PHP for WordPress

PHP for WordPress

Introduction to PHP for WordPress

PHP for WordPress

Meet pandas

Introduction to pandas

Array Organization

Introduction to NumPy

Meet NumPy

Introduction to NumPy

Finding the Data You Want

SQL Basics

Getting Data from a Database

SQL Basics

Managing Media in WordPress

WordPress Basics

Managing Content in WordPress

WordPress Basics

What Is WordPress?

What Is WordPress?

PHP Email Forms

Build a Basic PHP Website (2018)

Exploration

Web Design Process

Discovery

Web Design Process

Ruby Syntax

Ruby Basics

AJAX and APIs

AJAX Basics (retiring)

jQuery and AJAX

AJAX Basics (retiring)

Programming AJAX

AJAX Basics (retiring)

AJAX Concepts

AJAX Basics (retiring)

Traversing the DOM

JavaScript and the DOM (Retiring)

Responding to User Interaction

Interacting with the DOM

Getting a Handle on the DOM

JavaScript and the DOM (Retiring)

The Browser Environment

JavaScript and the DOM (Retiring)

Additional Scraping Tasks

Scraping Data From the Web

A World Full of Spiders

Scraping Data From the Web

Introducing Data Scraping

Scraping Data From the Web

Sketch Features

Sketch Basics

What is Information Architecture?

Information Architecture

GET and POST Requests in a Browser

HTTP Basics

Introduction to HTTP

HTTP Basics

Getting the REST You Need 2

Introduction to REST APIs

Telling the Story

Design Thinking

Designing for Your User’s "To-be"

Design Thinking

Requesting Real Data

Build An iTunes Search App

Becoming a Design Thinker

Design Thinking

Persuasive Patterns

UX Design Patterns (2018 Version)

Enhancing the iTunes Endpoint

Build An iTunes Search App

URLs and Parameter Encoding

Build An iTunes Search App

UI Patterns

UX Design Patterns (2018 Version)

Designing with Patterns

UX Design Patterns (2018 Version)

Understanding your User’s “As-is” Scenario

Design Thinking

Becoming Acquainted with Your User

Design Thinking

Building the User Interface

Build An iTunes Search App

Applying IA

Information Architecture

Evaluating IA

Information Architecture

Understanding Our Users

Creating User Experiences

Intro to User Experience (UX) Design

Creating User Experiences

Modeling iTunes Search Results

Build An iTunes Search App

Decoupling the Data Source

Introduction to Table Views

Sorting Contacts Into Sections

Introduction to Table Views

Static Table Views for Detail Interfaces

Introduction to Table Views

Displaying Contact Data

Introduction to Table Views

Error Handling

Parsing JSON Using Codable

Dynamic Keys and Inheritance

Parsing JSON Using Codable

Parsing to Non-Primitive Types

Parsing JSON Using Codable

An Overview of Codable

Parsing JSON Using Codable

Refactoring Using Codable

Build a Weather App

Dark Sky API Client

Build a Weather App

Downloading JSON Data Asynchronously

Build a Weather App

Fetching Data From the Web

Build a Weather App

Modeling Forecast Data

Build a Weather App

Error Handling and Memory Management

Closures in Swift

Building Standard Library Functions

Closures in Swift

Closure Expressions

Closures in Swift

First Class Functions

Closures in Swift

Generics and Protocols

Generics in Swift

Generic Types

Generics in Swift

Generic Functions, Parameters and Constraints

Generics in Swift

Adding Sound Effects

Build an Interactive Story App with Swift

Personalizing The Story

Build an Interactive Story App with Swift

Refactoring Our Code

Build an Interactive Story App with Swift

Creating the User Interface Programmatically

Build an Interactive Story App with Swift

Creating a Story

Build an Interactive Story App with Swift

Navigating Through An Adventure

Build an Interactive Story App with Swift

Using the Delegate Pattern in iOS

Delegation in iOS

The Delegate Pattern

Delegation in iOS

Writing Great Swift

API Design Guidelines in Swift

Access Control

Intermediate Swift

Memory Management in Swift

Intermediate Swift

Extensions and Protocols

Intermediate Swift

Value Semantics, Type Methods and Inheritance

Intermediate Swift

Object Initialization

Intermediate Swift

Properties

Intermediate Swift

Data, Databases and SQL

SQL Basics

Displaying Additional Views

Build a Vending Machine App in Swift

Using the Vending Machine

Build a Vending Machine App in Swift

Loading Data From a Resource

Build a Vending Machine App in Swift

Modeling an Interface

Build a Vending Machine App in Swift

Creating Flexible Objects Using Protocols

Protocols in Swift

Protocol Basics

Protocols in Swift

Error Handling

Error Handling in Swift

Objects and Optionals

Enumerations and Optionals in Swift

Introduction to Optionals

Enumerations and Optionals in Swift

Introduction to Enumerations

Enumerations and Optionals in Swift

Running Apps on a Device

Build a Simple iPhone App with Swift

Improving Our User Interface

Build a Simple iPhone App with Swift

Structs As Data Models

Build a Simple iPhone App with Swift

View Controllers and Views

Build a Simple iPhone App with Swift

Getting Started with iOS Development

Build a Simple iPhone App with Swift

Differentiating Between Objects

Object-Oriented Swift

Class Inheritance

Object-Oriented Swift

Classes in Swift

Object-Oriented Swift

Complex Data Structures

Object-Oriented Swift

Adding Power to Functions

Functions in Swift

Functions in Swift

Functions in Swift

Control Flow With Conditional Statements

Swift Collections and Control Flow

Control Flow With Loops

Swift Collections and Control Flow

Dictionaries in Swift

Swift Collections and Control Flow

Introduction to Collections

Swift Collections and Control Flow

Swift Operators

Swift Basics

Swift Types

Swift Basics

An Introduction to Swift Programming

Swift Basics

Getting Started with Sass

Sass Basics

PHP Inventory

Build a Basic PHP Website (2018)

PHP Includes

Build a Basic PHP Website (2018)

PHP Internal Functions

PHP Functions

PHP Returns & Closures

PHP Functions

PHP Functions Basics

PHP Functions

PHP Loops

PHP Arrays and Control Structures

PHP Arrays

PHP Arrays and Control Structures

PHP Conditionals

PHP Arrays and Control Structures

PHP on the Web

PHP Basics

Daily Exercise Program

PHP Basics

Getting to Know PHP

PHP Basics

Unit Converter

PHP Basics

Creating a Command Line Weather Application

Node.js Basics 2017

Handling Errors in Node

Node.js Basics 2017

Getting Data From an API With Node

Node.js Basics 2017

Introduction to Node.js

Node.js Basics 2017

Player Input and Cameras

How to Make a Video Game

JavaScript Objects

JavaScript Loops, Arrays and Objects

Using a jQuery Carousel

Using jQuery Plugins

Add a Sticky Navigation Bar

Using jQuery Plugins

Introducing jQuery Plugins

Using jQuery Plugins

Working with jQuery Collections (2017)

jQuery Basics

Understanding jQuery Events and DOM Traversal (2017)

jQuery Basics

JavaScript Arrays

JavaScript Loops, Arrays and Objects

Introducing jQuery (2017)

jQuery Basics

JavaScript Loops

JavaScript Loops, Arrays and Objects

JavaScript Functions

JavaScript Basics (Retired)

JavaScript Conditional Statements

JavaScript Basics (Retired)

WordPress Plugins

WordPress Basics

WordPress Themes

WordPress Basics

The WordPress Customizer

WordPress Basics

Installing WordPress Locally

Installing WordPress Locally

JavaScript Numbers

JavaScript Basics (Retired)

JavaScript Variables

JavaScript Basics (Retired)

Introducing JavaScript

JavaScript Basics (Retired)

Finishing the Game

Introducing JavaScript

Introducing JavaScript

Introducing JavaScript

Advanced Selectors

CSS Selectors

Going Further with Attribute Selectors and Pseudo-Classes

CSS Selectors

Selectors - Beyond the Basics

CSS Selectors

Building a Layout with Flexbox

CSS Flexbox Layout

Flexbox Properties

CSS Flexbox Layout

Understanding Flexbox

CSS Flexbox Layout

Choosing Options

HTML Forms

Organizing Forms

HTML Forms

Form Basics

HTML Forms

Structuring Tables

HTML Tables

Table Basics

HTML Tables

Why Version Control Matters

Git Basics

Image Delivery with Srcset and Sizes

Responsive Images

Art Direction with the Picture Element

Responsive Images

Positioning Page Content

CSS Layout Basics

CSS Layout Project

CSS Layout Basics

Page Layout with the Float Property

CSS Layout Basics

Controlling Layout with CSS Display Modes

CSS Layout Basics

Getting Started with CSS Layout

CSS Layout Basics

Fundamental Concepts

CSS Basics (2014)

Designing with the Latest Features

CSS Basics (2014)

Building Forms With Bootstrap

Bootstrap Basics

Using Bootstrap Components

Bootstrap Basics

Responsive Layouts With the Bootstrap Grid

Bootstrap Basics

Getting to Know Bootstrap 4

Bootstrap Basics

Adding a New Web Page

Introduction to HTML and CSS (2016)

Make It Beautiful with CSS

Introduction to HTML and CSS (2016)

HTML: The Structural Foundation of Web Pages and Applications

Introduction to HTML and CSS (2016)

Getting Familiar with HTML and CSS

Introduction to HTML and CSS (2016)

Going Further with HTML

HTML Basics

Images, Text and Links

HTML Basics

Structuring Your Content

HTML Basics

Getting Started With HTML

HTML Basics

Text

HTML

Introduction

HTML

Sharing a Website

How to Make a Website

Getting Started with PHP

Build a Simple PHP Application

Pick a Number! Any Number!

Python Basics (Retired)

Putting the "Fun" Back in "Functions"

Python Basics (Retired)

Shopping List

Python Basics (Retired)

Things That Count

Python Basics (Retired)

Ins & Outs

Python Basics (Retired)

Say Hello to Python

Python Basics (Retired)

Basic Layout

CSS Basics (2014)

The Box Model

CSS Basics (2014)

Understanding Values and Units

CSS Basics (2014)

Debugging HTML and CSS Problems

How to Make a Website

Basic Selectors

CSS Basics (2014)

Getting Started with CSS

CSS Basics (2014)

Responsive Web Design and Testing

How to Make a Website

Adding Pages to a Website

How to Make a Website

Styling Web Pages and Navigation

How to Make a Website

Customizing Colors and Fonts

How to Make a Website

CSS: Cascading Style Sheets

How to Make a Website

Creating HTML Content

How to Make a Website

HTML First

How to Make a Website

Beginning HTML and CSS

How to Make a Website

Newbie