Data Engineer Bootcamp (FREE 27+ Hour Course) - SQL, Python, Cloud, Bash, AI, Git & GitHub

Luke Barousse ยท Beginner ยท๐Ÿ“ ML Fundamentals ยท5d ago
Free 5-Day Data Engineer Crash Course ๐Ÿ‘‰ https://lukeb.co/de-crash-course Data Engineer Course Bundle (470+ interview problems, certificates, & more) ๐Ÿ‘‰ https://lukeb.co/data-engineer-bundle ๐——๐—ฎ๐˜๐—ฎ ๐—˜๐—ป๐—ด๐—ถ๐—ป๐—ฒ๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด ๐—•๐—ผ๐—ผ๐˜๐—ฐ๐—ฎ๐—บ๐—ฝ โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–” 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 ๐—ฆ๐—ค๐—Ÿ ๐—ณ๐—ผ๐—ฟ ๐——๐—ฎ๐˜๐—ฎ ๐—˜๐—ป๐—ด๐—ถ๐—ป๐—ฒ๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–” 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 ๐—–๐—ต๐—ฎ๐˜๐—š๐—ฃ๐—ง ๐—ณ๐—ผ๐—ฟ ๐——๐—ฎ๐˜๐—ฎ ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜๐—ถ๐—ฐ๐˜€ โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–” 15:32:34 ChatGPT Tutorial ๐—ฃ๐˜†๐˜๐—ต๐—ผ๐—ป ๐—ณ๐—ผ๐—ฟ ๐——๐—ฎ๐˜๐—ฎ ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜๐—ถ๐—ฐ๐˜€ โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–” 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 โ‚‹โ‚‹โ‚‹โ‚‹โ‚‹โ‚‹โ‚‹โ‚‹โ‚‹โ‚‹โ‚‹โ‚‹โ‚‹โ‚‹โ‚‹โ‚‹โ‚‹โ‚‹โ‚‹โ‚‹โ‚‹ ๐—Ÿ๐—ถ๐—ป๐—ธ๐˜€ & ๐—ฅ๐—ฒ๐˜€๐—ผ๐˜‚๐—ฟ๐—ฐ๐—ฒ๐˜€ โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–” ๐—ฆ๐—ค๐—Ÿ ๐—ณ๐—ผ๐—ฟ ๐——๐—ฎ๐˜๐—ฎ ๐—˜๐—ป๐—ด๐—ถ๐—ป๐—ฒ๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–”โ–” ๐Ÿ“ FREE Course Files & Project ๐Ÿ‘‰ https://lukeb.co/sql-de-github ๐Ÿ† Supporter Access: Problems, Certificate, & More ๐Ÿ‘‰ https://lukeb.co/sql-de Attach the data_
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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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