Big Data at Netflix

Introduction to Big Data

Where and How Big Data Is Used

Introduction to Big Data

What is Big Data

Introduction to Big Data

Meet pandas

Introduction to pandas

Writing a Classifier

Machine Learning Basics

Machine Learning Vocabulary

Machine Learning Basics

Introduction to Machine Learning

Machine Learning Basics

What is Agile?

Scrum Basics

Introducing Data Scraping

Scraping Data From the Web

Python: Instant Objects

Object-Oriented Python

Packing and Unpacking

Functions, Packing, and Unpacking

Getting Info In and Out of Functions

Functions, Packing, and Unpacking

Introduction to Functions

Functions, Packing, and Unpacking

Sequence Operations

Python Sequences

Sequence Iterations

Python Sequences

Iterating and Packing with Dictionaries

Introducing Dictionaries

Introducing Dictionaries

Introducing Dictionaries

Getting to Know Tuples

Introducing Tuples

Build a Spreadsheet

Spreadsheet Basics

Spreadsheet Best Practices

Spreadsheet Basics

Getting Started With Spreadsheets

Spreadsheet Basics

Introducing Spreadsheets

Spreadsheet Basics

Introducing Data Analysis

Data Analysis Basics

Array Organization

Introduction to NumPy

Meet NumPy

Introduction to NumPy

Defining Models

Using SQL ORMs with Node.js

Getting Started with Sequelize

Using SQL ORMs with Node.js

Asynchronous Code in Express

Asynchronous Code in Express

Working with Text

Reporting with SQL

Ordering, Limiting and Paging Results

Reporting with SQL

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

Finding the Data You Want

SQL Basics

Getting Data from a Database

SQL Basics

Data, Databases and SQL

SQL Basics

React Component Patterns

React Components (2018)

Going Further with Routing

React Router 4 Basics

Stateful Components and Lifecycle Methods

React Components (2018)

Navigating, Nesting and Redirecting Routes

React Router 4 Basics

Managing State and Data Flow

React Components (2018)

Getting Started with React Router

React Router 4 Basics

Build Modular Interfaces with Components

React Components (2018)

Stateful Components

React Basics (2018)

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

25th Techdegree Peer Review

Updating and Uninstalling Packages with npm

npm Basics (retiring)

Installing Packages with npm

npm Basics (retiring)

What is npm?

npm Basics (retiring)

Creating a Command Line Weather Application

Node.js Basics 2017

Handling Errors in Node

Node.js Basics 2017

Exploring Async/Await

Asynchronous Programming with JavaScript

Understanding Promises

Asynchronous Programming with JavaScript

Asynchronous JavaScript with Callbacks

Asynchronous Programming with JavaScript

What is Asynchronous Programming?

Asynchronous Programming with JavaScript

Programming AJAX

AJAX Basics

AJAX Concepts

AJAX Basics

GET and POST Requests in a Browser

HTTP Basics

GitHub and Other Remote Repositories

Introduction to Git

Common Commands

Introduction to the Terminal

Directories and Files

Introduction to the Terminal

Getting Data From an API With Node

Node.js Basics 2017

Introduction to Node.js

Node.js Basics 2017

JavaScript Frameworks, Libraries, and Developer Roles

The JavaScript Ecosystem

JavaScript Outside of the Browser

The JavaScript Ecosystem

Introduction to HTTP

HTTP Basics

Managing Committed Files

Introduction to Git

First Commits

Introduction to Git

10th Techdegree Peer Review

5th Techdegree Peer Review

5 Star Techdegree Reviewer

1st Techdegree Peer Review

Introducing 'Four in a Row'

Object-Oriented JavaScript: Challenge

The Command Shell

Introduction to the Terminal

Combining Array Methods

JavaScript Array Iteration Methods

Array Manipulation

JavaScript Array Iteration Methods

Callbacks and the DOM

Callback Functions in JavaScript

Array Iteration

JavaScript Array Iteration Methods

Callbacks with Timers

Callback Functions in JavaScript

Introduction to Callback Functions

Callback Functions in JavaScript

Getters and Setters

Object-Oriented JavaScript

Working with Classes in JavaScript

Object-Oriented JavaScript

Object Basics

Object-Oriented JavaScript

Reformatting User Input

Regular Expressions in JavaScript

Validating a Form with Regular Expressions

Regular Expressions in JavaScript

Introduction to Object-Oriented JavaScript

Object-Oriented JavaScript

Regular Expressions

Regular Expressions in JavaScript

Choosing Options

HTML Forms

Organizing Forms

HTML Forms

Working with jQuery Collections (2017)

jQuery Basics

Understanding jQuery Events and DOM Traversal (2017)

jQuery Basics

Introducing jQuery (2017)

jQuery Basics

Improving the Application Code

DOM Scripting By Example

Editing and Filtering Names

DOM Scripting By Example

Adding and Removing Names

DOM Scripting By Example

Traversing the DOM

JavaScript and the DOM (Retiring)

Form Basics

HTML Forms

JavaScript Objects

JavaScript Loops, Arrays and Objects

JavaScript Arrays

JavaScript Loops, Arrays and Objects

JavaScript Loops

JavaScript Loops, Arrays and Objects

JavaScript Functions

JavaScript Basics (Retired)

JavaScript Conditional Statements

JavaScript Basics (Retired)

JavaScript Tools and Workflows

The Landscape of JavaScript

JavaScript is Everywhere

The Landscape of JavaScript

JavaScript Numbers

JavaScript Basics (Retired)

JavaScript Variables

JavaScript Basics (Retired)

Introducing JavaScript

JavaScript Basics (Retired)

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)

Responding to User Interaction

Interacting with the DOM

Making Changes to the DOM

JavaScript and the DOM (Retiring)

Getting a Handle on the DOM

JavaScript and the DOM (Retiring)

The Browser Environment

JavaScript and the DOM (Retiring)

The Role of Selectors in JavaScript

CSS Selectors Quickstart

Pseudo-classes and Combinators

CSS Selectors Quickstart

Selector Basics

CSS Selectors Quickstart

Create Function Using Arrow Syntax

Getting Started With ES2015

Using Template Literals

Getting Started With ES2015

Defining Variables With let and const

Getting Started With ES2015

What a View

Django Basics

Say Hello to Django

Django Basics

Using Slack Effectively

Slack for the Techdegree

Introducing Slack for the Techdegree

Slack for the Techdegree

Finishing the Game

Introducing JavaScript

Introducing JavaScript

Introducing JavaScript

Introducing Props

React Basics (2018)

Thinking in Components

React Basics (2018)

First Steps in React

React Basics (2018)

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

Persuasive Patterns

UX Design Patterns (2018 Version)

UI Patterns

UX Design Patterns (2018 Version)

Designing with Patterns

UX Design Patterns (2018 Version)

Exploration

Web Design Process

Discovery

Web Design Process

Applying IA

Information Architecture

Evaluating IA

Information Architecture

Main Principles

Information Architecture

What is Information Architecture?

Information Architecture

Improving Usability

Usability Foundations

Mobile Usability

Usability Foundations

Website Usability

Usability Foundations

What is Usability?

Usability Foundations

Planning Your Users’ Journey

Creating User Experiences

Strategy: Determining Goals for your Product

Creating User Experiences

Understanding Our Users

Creating User Experiences

Intro to User Experience (UX) Design

Creating User Experiences

Design Principles

Introduction to Product Design

The Design Solution

Introduction to Product Design

The Design Problem

Introduction to Product Design

What is Product Design?

Introduction to Product Design

Telling the Story

Design Thinking

Designing for Your User’s "To-be"

Design Thinking

Understanding your User’s “As-is” Scenario

Design Thinking

Becoming Acquainted with Your User

Design Thinking

Becoming a Design Thinker

Design Thinking

Newbie