Tools of the Trade

Intro to Data Analysis

Breaking Down Data Analysis

Intro to Data Analysis

Introduction to Seaborn

Intro to Seaborn

PHPDB Stage 3: Using Relational Data

Integrating PHP with Databases

PHPDB Stage 2: Querying the Database with PHP

Integrating PHP with Databases

PHPDB Stage 1: Databases and PHP

Integrating PHP with Databases

PHP Inventory

Build a Basic PHP Website

PHP Includes

Build a Basic PHP Website

Writing a Classifier

Machine Learning Basics

Machine Learning Vocabulary

Machine Learning Basics

Introduction to Machine Learning

Machine Learning Basics

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

Exploring pandas

Introduction to pandas

Meet pandas

Introduction to pandas

Data Visualization Fundamentals

Data Visualization Foundations

Welcome to Basic Statistics for Data Analysis

Basic Statistics for Data Analysis

Array Programming

Introduction to NumPy

Array Organization

Introduction to NumPy

Meet NumPy

Introduction to NumPy

Additional Scraping Tasks

Scraping Data From the Web

A World Full of Spiders

Scraping Data From the Web

Adding a New Web Page

Introduction to HTML and CSS (2016)

Make It Beautiful with CSS

Introduction to HTML and CSS (2016)

Introducing Data Scraping

Scraping Data From the Web

GitHub and Other Remote Repositories

Introduction to Git

Managing Committed Files

Introduction to Git

First Commits

Introduction to Git

Finding the Data You Want

SQL Basics

Connecting to a Database with SQLAlchemy

Flask with SQLAlchemy Basics

Creating a Basic Website with Flask

Flask with SQLAlchemy Basics

Working with SQLAlchemy

SQLAlchemy Basics

GET and POST Requests in a Browser

HTTP Basics

Introduction to HTTP

HTTP Basics

What is the MailChimp API

MailChimp API

Common Commands

Introduction to the Terminal

Directories and Files

Introduction to the Terminal

The Command Shell

Introduction to the Terminal

Reusable GraphQL

Introduction to GraphQL

Making Changes with Mutations

Introduction to GraphQL

Fetching Data with Queries

Introduction to GraphQL

Getting Started with GraphQL

Introduction to GraphQL

Searching Names

Algorithms: Sorting and Searching

Sorting Algorithms

Algorithms: Sorting and Searching

Introduction to SQLAlchemy

SQLAlchemy Basics

Getting Data from a Database

SQL Basics

Data, Databases and SQL

SQL Basics

API Protection

Flask REST API

Resourceful Blueprints

Flask REST API

Getting the REST You Need 2

Introduction to REST APIs

How to Win Friends

A Social Network with Flask

Broadcasting

A Social Network with Flask

Takin' Names

A Social Network with Flask

Merge Sort and Linked Lists

Introduction to Data Structures

The Merge Sort Algorithm

Introduction to Data Structures

Building a Linked List

Introduction to Data Structures

Exploring Arrays

Introduction to Data Structures

Recursion and Space Complexity

Introduction to Algorithms

Algorithms in Code

Introduction to Algorithms

Time Complexity

Introduction to Algorithms

Making Strong Users

A Social Network with Flask

Playing a Counting Game

Introduction to Algorithms

Character Builder

Flask Basics

Flask Templates

Flask Basics

Welcome to Flask

Flask Basics

The Lambda Lambada

Functional Python

Functional Workhorses

Functional Python

Functional Rules

Functional Python

Covering Your Bases

Python Testing

Be Assertive!

Python Testing

What Is Testing?

Python Testing

Gettin' CRUD-y With It

Using Databases in Python

Our Diary App

Using Databases in Python

Meet Peewee

Using Databases in Python

Python Regular Expressions

Regular Expressions in Python

Welcome to Basic Math for Data Analysis

Basic Math for Data Analysis

HTML: The Structural Foundation of Web Pages and Applications

Introduction to HTML and CSS (2016)

Timezones

Dates and Times in Python (2014)

Math Quiz App

Dates and Times in Python (2014)

Dates and Times

Dates and Times in Python (2014)

Buggy Logs

Write Better Python

Cleaner Code

Write Better Python

Dice Roller

Object-Oriented Python

Python: Advanced Objects

Object-Oriented Python

Python: Inheritance

Object-Oriented Python

Python: Instant Objects

Object-Oriented Python

Iterating and Packing with Dictionaries

Introducing Dictionaries

Introducing Dictionaries

Introducing Dictionaries

Packing and Unpacking

Functions, Packing, and Unpacking

Sequence Operations

Python Sequences

Sequence Iterations

Python Sequences

Getting Info In and Out of Functions

Functions, Packing, and Unpacking

Introduction to Functions

Functions, Packing, and Unpacking

Getting to Know Tuples

Introducing Tuples

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

Getting Familiar with HTML and CSS

Introduction to HTML and CSS (2016)

Newbie