A World Full of Spiders

Scraping Data From the Web

Introducing Data Scraping

Scraping Data From the Web

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

Meet pandas

Introduction to pandas

Array Programming

Introduction to NumPy

Array Organization

Introduction to NumPy

Meet NumPy

Introduction to NumPy

The Data Analysis Process

Data Analysis Basics

Getting to Know Your Data

Data Analysis Basics

Introducing Data Analysis

Data Analysis Basics

Security: Concerns

Introduction to Data Security

Day 3: Getting Creative

SQL Reporting by Example

Day 2: Advanced Selecting

SQL Reporting by Example

Day 1: Joining Tables

SQL Reporting by Example

Orientation: Selecting Data

SQL Reporting by Example

Modeling an Interface

Build a Vending Machine App in Swift

Error Handling

Error Handling in Swift

Creating Flexible Objects Using Protocols

Protocols in Swift

Protocol Basics

Protocols 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

Concurrency and Error Handling

Build a Weather App

Networking

Build a Weather App

Exploring an API

Build a Weather App

Build Modular Interfaces with Components

React Components (2018)

Refining the App

React by Example

Building the Application

React by Example

Setting up with Create React App

React by Example

Stateful Components

React Basics (2018)

Introducing Props

React Basics (2018)

Thinking in Components

React Basics (2018)

First Steps in React

React Basics (2018)

Using the Discovery Service

Build a Chatbot with Watson APIs

Using the Conversation Service

Build a Chatbot with Watson APIs

Introducing the Watson APIs

Build a Chatbot with Watson APIs

Demystifying the Portfolio

Building a Portfolio

Serving Static Files in Express

Express Basics

Applying Express Knowledge

Express Basics

Middleware

Express Basics

Deeper into Routing with Express

Express Basics

Using Templates with Express

Express Basics

Getting Started with Express

Express 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

Adding the Game Logic

Object-Oriented JavaScript: Challenge

Making the Game Interactive

Object-Oriented JavaScript: Challenge

Rendering the Game

Object-Oriented JavaScript: Challenge

Building Constructor Methods and Generating Objects

Object-Oriented JavaScript: Challenge

Introducing 'Four in a Row'

Object-Oriented JavaScript: Challenge

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

Writing a Classifier

Machine Learning Basics

Machine Learning Vocabulary

Machine Learning Basics

Introduction to Machine Learning

Machine Learning Basics

S3 Storage Service

AWS with S3

Building an Alexa Skill

Build an Alexa Skill

Alexa Skills Kit Overview

Build an Alexa Skill

Getting There

Java Data Structures

Delivering the MVP

Java Objects

Creating the MVP

Java Objects

Introducing Scrum

Scrum Basics

What is Agile?

Scrum Basics

Harnessing the Power of Objects

Java Objects

Meet Objects

Java Objects

Newbie