udacity - DATA FOUNDATIONS

udacity - Data Foundations youtube lecture link list

유다시티 - 데이터 파운데이션 유튜브 강의 링크 리스트

1. Welcome to the Program

Part 1 Welcome to the Program - Lesson 1: Welcome to Data Foundations

https://www.youtube.com/playlist?list=PLThaeFYh-yLz5bjuLx70cT3d2v6Iypmar&disable_polymer=true

Part 1 Welcome to the Program - Lesson 2: Nanodegree Orientation

https://www.youtube.com/playlist?list=PLThaeFYh-yLwExKEtKwvefdLW1VFS1vHo&disable_polymer=true

2. Introduction to Data

Part 2 Introduction to Data - Lesson 1: Descriptive Statistics I

https://www.youtube.com/playlist?list=PLThaeFYh-yLz8uOQV1H-AB8P-x_d_Gp8X&disable_polymer=true

Part 2 Introduction to Data - Lesson 2: Descriptive Statistics II

https://www.youtube.com/playlist?list=PLThaeFYh-yLxha3I1BgnU_Vq67sVA42X2&disable_polymer=true

Part 2 Introduction to Data - Lesson 3: Spreadsheets 1: Getting Started

https://www.youtube.com/playlist?list=PLThaeFYh-yLx4gUUSDU1_uKUhwzc-abpc&disable_polymer=true

Part 2 Introduction to Data - Lesson 4: Spreadsheets 2: Manipulate Data

https://www.youtube.com/playlist?list=PLThaeFYh-yLxj8pd8qcTp8TtcSqrmEOx_&disable_polymer=true

Part 2 Introduction to Data - Lesson 5: Spreadsheets 3: Analyze Data

https://www.youtube.com/playlist?list=PLThaeFYh-yLxVJnL1IDG80xp5F-1uocPm&disable_polymer=true

Part 2 Introduction to Data - Lesson 6: Spreadsheets 4: Visualize Data

https://www.youtube.com/playlist?list=PLThaeFYh-yLyKDkw1R3rtlgOEDCIgu9Lh&disable_polymer=true

3. SQL for Data Analysis

PART 3 SQL for Data Analysis - Lesson 1: Basic SQL

https://www.youtube.com/playlist?list=PLThaeFYh-yLwXqAroAh7NEXVP6gzlhfjZ&disable_polymer=true

Part 3 SQL for Data Analysis - Lesson 2: SQL Joins

https://www.youtube.com/playlist?list=PLThaeFYh-yLzRNlfEw5VAXFDJ4WK7qAm0&disable_polymer=true

Part 3 SQL for Data Analysis - Lesson 3: SQL Aggregations

https://www.youtube.com/playlist?list=PLThaeFYh-yLyj139NlWd-xkwOD82RaZBn&disable_polymer=true

Part 3 SQL for Data Analysis - Lesson 4: [Optional] SQL Subqueries & Temporary Tables (Advanced)

https://www.youtube.com/playlist?list=PLThaeFYh-yLyrtQTYmQcLp0rc3Q1EyKuE&disable_polymer=true

Part 3 SQL for Data Analysis - Lesson 5: [Optional] SQL Data Cleaning (Advanced)

https://www.youtube.com/playlist?list=PLThaeFYh-yLw3UZQsjb3QBOGMiMueFYVq&disable_polymer=true

4. Data Visualization

Part 4 Data Visualization - Lesson 1: Introduction to Data Visualization

https://www.youtube.com/playlist?list=PLThaeFYh-yLwQeNMGGA5bf-Wu_YRYctLO&disable_polymer=true

Part 4 Data Visualization - Lesson 2: Design

https://www.youtube.com/playlist?list=PLThaeFYh-yLzEZtEJaFw5jDdNxH8j1m0u&disable_polymer=true

Part 4 Data Visualization - Lesson 3: Data Visualizations in Tableau

https://www.youtube.com/playlist?list=PLThaeFYh-yLxOMGQQHhN-YL4FjKNUHZq7&disable_polymer=true

Part 4 Data Visualization - Lesson 4: Making Dashboards & Stories in Tableau

https://www.youtube.com/playlist?list=PLThaeFYh-yLyOJQzPPD9tmk-3X-B86sRG&disable_polymer=true