Practical Jenkins

Continuous Integration with Jenkins

Pipelines

Continuous Integration with Jenkins

How Jenkins Works

Continuous Integration with Jenkins

Build a Spreadsheet

Spreadsheet Basics

Spreadsheet Best Practices

Spreadsheet Basics

Spreadsheet Functions & Formulas

Spreadsheet Basics

Getting Started With Spreadsheets

Spreadsheet Basics

Writing a Classifier

Machine Learning Basics

Machine Learning Vocabulary

Machine Learning Basics

Introduction to Machine Learning

Machine Learning Basics

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

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

Array Organization

Introduction to NumPy

Meet NumPy

Introduction to NumPy

Introducing Spreadsheets

Spreadsheet Basics

When To Use What Type of Chart

Data Visualization with Excel

Chart Formatting and Layout

Data Visualization with Excel

Practicing Data Visualization in Excel

Data Visualization with Excel

Introduction To Data Visualization

Data Visualization with Excel

Getting to Know Your Data

Data Analysis Basics

The Data Analysis Process

Data Analysis Basics

Introducing Data Analysis

Data Analysis Basics

Data Eruption

Introduction to Data Visualization with Matplotlib

Chart Toppers

Introduction to Data Visualization with Matplotlib

Dice Roller

Object-Oriented Python

Python: Advanced Objects

Object-Oriented Python

Python: Inheritance

Object-Oriented Python

Meet Lists

Introducing Lists

Using Lists

Introducing Lists

Build an Application

Introducing Lists

Meet Python

Python Basics

Types and Branching

Python Basics

Functions and Looping

Python Basics

All Together Now

Python Basics

Python: Instant Objects

Object-Oriented Python

JavaScript Loops

JavaScript Loops, Arrays and Objects

Finishing the Game

Introducing JavaScript

Introducing JavaScript

Introducing JavaScript

Meet pandas

Introduction to pandas

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

The Lambda Lambada

Functional Python

Functional Workhorses

Functional Python

Searching Names

Algorithms: Sorting and Searching

Sorting Algorithms

Algorithms: Sorting and Searching

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

Playing a Counting Game

Introduction to Algorithms

Functional Rules

Functional Python

Getting Started with Data Visualization

Introduction to Data Visualization with Matplotlib

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

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

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

Tacocat Challenge

Build a Social Network with Flask

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)

API Protection

Flask REST API

Resourceful Blueprints

Flask REST API

Exploring Best Practices

Introduction to Selenium

Test Drive

Introduction to Selenium

Meet Selenium

Introduction to Selenium

MASH JavaScript

Treehouse Club - MASH

MASH CSS

Treehouse Club - MASH

MASH HTML

Treehouse Club - MASH

Treehouse Club - JavaScript

Treehouse Club: JavaScript

Treehouse Club - CSS

Treehouse Club: CSS

Welcome to the Treehouse Club

Treehouse Club: HTML

WWW

How the Web Works

The Internet

How the Internet Works

Computer Languages

Computer Basics

Computer Basics

Computer Basics

Getting the REST You Need

REST API Basics

How to Win Friends

Build a Social Network with Flask

Broadcasting

Build a Social Network with Flask

Takin' Names

Build a Social Network with Flask

Making Strong Users

Build a Social Network with Flask

GET and POST Requests in a Browser

HTTP Basics

Introduction to HTTP

HTTP Basics

Character Builder

Flask Basics

Flask Templates

Flask Basics

JavaScript Functions

JavaScript Basics (Retired)

JavaScript Conditional Statements

JavaScript Basics (Retired)

JavaScript Numbers

JavaScript Basics (Retired)

JavaScript Variables

JavaScript Basics (Retired)

Introducing JavaScript

JavaScript Basics (Retired)

Python Regular Expressions

Regular Expressions in Python

Gettin' CRUD-y With It

Using Databases in Python

Our Diary App

Using Databases in Python

Meet Peewee

Using Databases in Python

Covering Your Bases

Python Testing

Be Assertive!

Python Testing

What Is Testing?

Python Testing

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

Hack-n-Slash

Object-Oriented Python (retired)

Python Inheritance

Object-Oriented Python (retired)

Python Objects

Object-Oriented Python (retired)

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 Lists

Python Collections (2016, retired 2019)

Welcome to Flask

Flask Basics

Python Slices

Python Collections (2016, retired 2019)

Logic in Python

Python Basics (2015)

Letter Game App

Python Basics (2015)

Number Game App

Python Basics (2015)

Shopping List App

Python Basics (2015)

Python Data Types

Python Basics (2015)

Python For Beginners

Python Basics (2015)

Newbie