Data Engineer Bootcamp (FREE 27+ Hour Course) - SQL, Python, Cloud, Bash, AI, Git & GitHub
Free 5-Day Data Engineer Crash Course ๐ https://lukeb.co/de-crash-course
Data Engineer Course Bundle (470+ interview problems, certificates, & more) ๐ https://lukeb.co/data-engineer-bundle
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0:00:00 Bootcamp Intro
0:11:01 Fundamentals: Intro
0:13:24 Fundamentals: Stages - DE Lifecycle
0:35:16 Fundamentals: Undercurrents - DE Lifecycle
0:42:42 Fundamentals: Top DE Skills to Focus
๐ฆ๐ค๐ ๐ณ๐ผ๐ฟ ๐๐ฎ๐๐ฎ ๐๐ป๐ด๐ถ๐ป๐ฒ๐ฒ๐ฟ๐ถ๐ป๐ด
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0:47:22 SQL Intro
1:06:01 Ch 1 - Setup & Basics
1:39:28 Ch 1 - Operators & Functions
2:42:23 Ch 1 - Terminal Intro
3:15:54 Ch 1 - Local DuckDB Intro
3:53:46 Ch 1 - VS Code Intro
4:16:18 Ch 1 - Data Modeling & JOINs
5:18:13 Project #1 - Exploratory Data Analysis
6:57:49 Ch 2 - Data Types
7:14:39 Ch 2 - DDL & DML
8:17:50 Ch 2 - Subqueries & CTEs
9:32:17 Ch 2 - Data Modeling Pt.2
10:16:15 Ch 2 - Functions (Date, Text, & NULL)
11:13:38 Ch 2 - Window Functions
11:47:26 Ch 2 - Nested Functions
13:19:58 Project #2 - Data Warehouse & ETL Pipeline
๐๐ต๐ฎ๐๐๐ฃ๐ง ๐ณ๐ผ๐ฟ ๐๐ฎ๐๐ฎ ๐๐ป๐ฎ๐น๐๐๐ถ๐ฐ๐
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15:32:34 ChatGPT Tutorial
๐ฃ๐๐๐ต๐ผ๐ป ๐ณ๐ผ๐ฟ ๐๐ฎ๐๐ฎ ๐๐ป๐ฎ๐น๐๐๐ถ๐ฐ๐
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16:10:14 Python Intro
16:18:56 Ch 1 - Getting Started
16:48:20 Ch 1 - Data Types
17:44:38 Ch 1 - Lists, Dictionaries, Sets, Tuples
18:31:20 Ch 1 - Loops, List Comprehensions
19:02:26 Ch 1 - Functions, Library, Classes
20:20:58 Ch 1 - NumPy: Intro
20:33:10 Ch 1 - Pandas: Intro
21:27:33 Ch 1 - Matplotlib: Intro
22:01:10 Ch 2 - Python Local Install (Anaconda)
22:37:29 Ch 2 - Pandas: Advanced
24:27:35 Ch 2 - Matplotlib: Format Charts
25:41:53 Ch 2 - Seaborn: Intro
25:55:54 Project #3 - Job & Skill Pipeline Analysis
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๐๐ถ๐ป๐ธ๐ & ๐ฅ๐ฒ๐๐ผ๐๐ฟ๐ฐ๐ฒ๐
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๐ฆ๐ค๐ ๐ณ๐ผ๐ฟ ๐๐ฎ๐๐ฎ ๐๐ป๐ด๐ถ๐ป๐ฒ๐ฒ๐ฟ๐ถ๐ป๐ด
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๐ FREE Course Files & Project ๐ https://lukeb.co/sql-de-github
๐ Supporter Access: Problems, Certificate, & More ๐ https://lukeb.co/sql-de
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Chapters (36)
Bootcamp Intro
11:01
Fundamentals: Intro
13:24
Fundamentals: Stages - DE Lifecycle
35:16
Fundamentals: Undercurrents - DE Lifecycle
42:42
Fundamentals: Top DE Skills to Focus
47:22
SQL Intro
1:06:01
Ch 1 - Setup & Basics
1:39:28
Ch 1 - Operators & Functions
2:42:23
Ch 1 - Terminal Intro
3:15:54
Ch 1 - Local DuckDB Intro
3:53:46
Ch 1 - VS Code Intro
4:16:18
Ch 1 - Data Modeling & JOINs
5:18:13
Project #1 - Exploratory Data Analysis
6:57:49
Ch 2 - Data Types
7:14:39
Ch 2 - DDL & DML
8:17:50
Ch 2 - Subqueries & CTEs
9:32:17
Ch 2 - Data Modeling Pt.2
10:16:15
Ch 2 - Functions (Date, Text, & NULL)
11:13:38
Ch 2 - Window Functions
11:47:26
Ch 2 - Nested Functions
13:19:58
Project #2 - Data Warehouse & ETL Pipeline
15:32:34
ChatGPT Tutorial
16:10:14
Python Intro
16:18:56
Ch 1 - Getting Started
16:48:20
Ch 1 - Data Types
17:44:38
Ch 1 - Lists, Dictionaries, Sets, Tuples
18:31:20
Ch 1 - Loops, List Comprehensions
19:02:26
Ch 1 - Functions, Library, Classes
20:20:58
Ch 1 - NumPy: Intro
20:33:10
Ch 1 - Pandas: Intro
21:27:33
Ch 1 - Matplotlib: Intro
22:01:10
Ch 2 - Python Local Install (Anaconda)
22:37:29
Ch 2 - Pandas: Advanced
24:27:35
Ch 2 - Matplotlib: Format Charts
25:41:53
Ch 2 - Seaborn: Intro
25:55:54
Project #3 - Job & Skill Pipeline Analysis
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Tutor Explanation
DeepCamp AI