{"id":235180,"date":"2026-06-15T12:00:33","date_gmt":"2026-06-15T12:00:33","guid":{"rendered":"https:\/\/ushopwell.com\/ublog\/data-engineer-bootcamp-free-27-hour-course-sql-python-cloud-bash-ai-git-github\/"},"modified":"2026-06-15T12:00:33","modified_gmt":"2026-06-15T12:00:33","slug":"data-engineer-bootcamp-free-27-hour-course-sql-python-cloud-bash-ai-git-github","status":"publish","type":"post","link":"https:\/\/ushopwell.com\/ublog\/data-engineer-bootcamp-free-27-hour-course-sql-python-cloud-bash-ai-git-github\/","title":{"rendered":"Data Engineer Bootcamp (FREE 27+ Hour Course) &#8211; SQL, Python, Cloud, Bash, AI, Git &#038; GitHub"},"content":{"rendered":"<div class=\"youtubomatic-video-container\"><iframe loading=\"lazy\" width=\"580\" height=\"380\" src=\"https:\/\/www.youtube.com\/embed\/ol9_NnC9-cc?autoplay=1&#038;controls=1&#038;hl=en\" frameborder=\"0\" allowfullscreen><\/iframe><\/div>\n<p>Free 10-Day Data Engineer Crash Course \ud83d\udc49 <a href=\"https:\/\/lukeb.co\/de-crash-course\" target=\"_blank\">https:\/\/lukeb.co\/de-crash-course<\/a><br \/>\nData Engineer Course Bundle (470+ interview problems, certificates, &#038; more) \ud83d\udc49 <a href=\"https:\/\/lukeb.co\/data-engineer-bundle\" target=\"_blank\">https:\/\/lukeb.co\/data-engineer-bundle<\/a><\/p>\n<p>\ud835\uddd7\ud835\uddee\ud835\ude01\ud835\uddee \ud835\uddd8\ud835\uddfb\ud835\uddf4\ud835\uddf6\ud835\uddfb\ud835\uddf2\ud835\uddf2\ud835\uddff\ud835\uddf6\ud835\uddfb\ud835\uddf4 \ud835\uddd5\ud835\uddfc\ud835\uddfc\ud835\ude01\ud835\uddf0\ud835\uddee\ud835\uddfa\ud835\uddfd<br \/>\n\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594<br \/>\n0: 00: 00 Bootcamp Intro<br \/>\n0: 11: 01 Fundamentals: Intro<br \/>\n0: 13: 24 Fundamentals: Stages &#8211; DE Lifecycle<br \/>\n0: 35: 16 Fundamentals: Undercurrents &#8211; DE Lifecycle<br \/>\n0: 42: 42 Fundamentals: Top DE Skills to Focus<\/p>\n<p>\ud835\udde6\ud835\udde4\ud835\udddf \ud835\uddf3\ud835\uddfc\ud835\uddff \ud835\uddd7\ud835\uddee\ud835\ude01\ud835\uddee \ud835\uddd8\ud835\uddfb\ud835\uddf4\ud835\uddf6\ud835\uddfb\ud835\uddf2\ud835\uddf2\ud835\uddff\ud835\uddf6\ud835\uddfb\ud835\uddf4<br \/>\n\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594<br \/>\n0: 47: 22 SQL Intro<br \/>\n1: 06: 01 Ch 1 &#8211; Setup &#038; Basics<br \/>\n1: 39: 28 Ch 1 &#8211; Operators &#038; Functions<br \/>\n2: 42: 23 Ch 1 &#8211; Terminal Intro<br \/>\n3: 15: 54 Ch 1 &#8211; Local DuckDB Intro<br \/>\n3: 53: 46 Ch 1 &#8211; VS Code Intro<br \/>\n4: 16: 18 Ch 1 &#8211; Data Modeling &#038; JOINs<br \/>\n5: 18: 13 Project #1 &#8211; Exploratory Data Analysis<br \/>\n6: 57: 49 Ch 2 &#8211; Data Types<br \/>\n7: 14: 39 Ch 2 &#8211; DDL &#038; DML<br \/>\n8: 17: 50 Ch 2 &#8211; Subqueries &#038; CTEs<br \/>\n9: 32: 17 Ch 2 &#8211; Data Modeling Pt.2<br \/>\n10: 16: 15 Ch 2 &#8211; Functions (Date, Text, &#038; NULL)<br \/>\n11: 13: 38 Ch 2 &#8211; Window Functions<br \/>\n11: 47: 26 Ch 2 &#8211; Nested Functions<br \/>\n13: 19: 58 Project #2 &#8211; Data Warehouse &#038; ETL Pipeline<\/p>\n<p>\ud835\uddd6\ud835\uddf5\ud835\uddee\ud835\ude01\ud835\uddda\ud835\udde3\ud835\udde7 \ud835\uddf3\ud835\uddfc\ud835\uddff \ud835\uddd7\ud835\uddee\ud835\ude01\ud835\uddee \ud835\uddd4\ud835\uddfb\ud835\uddee\ud835\uddf9\ud835\ude06\ud835\ude01\ud835\uddf6\ud835\uddf0\ud835\ude00<br \/>\n\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594<br \/>\n15: 32: 34 ChatGPT Tutorial<\/p>\n<p>\ud835\udde3\ud835\ude06\ud835\ude01\ud835\uddf5\ud835\uddfc\ud835\uddfb \ud835\uddf3\ud835\uddfc\ud835\uddff \ud835\uddd7\ud835\uddee\ud835\ude01\ud835\uddee \ud835\uddd4\ud835\uddfb\ud835\uddee\ud835\uddf9\ud835\ude06\ud835\ude01\ud835\uddf6\ud835\uddf0\ud835\ude00<br \/>\n\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594<br \/>\n16: 10: 14 Python Intro<br \/>\n16: 18: 56 Ch 1 &#8211; Getting Started<br \/>\n16: 48: 20 Ch 1 &#8211; Data Types<br \/>\n17: 44: 38 Ch 1 &#8211; Lists, Dictionaries, Sets, Tuples<br \/>\n18: 31: 20 Ch 1 &#8211; Loops, List Comprehensions<br \/>\n19: 02: 26 Ch 1 &#8211; Functions, Library, Classes<br \/>\n20: 20: 58 Ch 1 &#8211; NumPy: Intro<br \/>\n20: 33: 10 Ch 1 &#8211; Pandas: Intro<br \/>\n21: 27: 33 Ch 1 &#8211; Matplotlib: Intro<br \/>\n22: 01: 10 Ch 2 &#8211; Python Local Install (Anaconda)<br \/>\n22: 37: 29 Ch 2 &#8211; Pandas: Advanced<br \/>\n24: 27: 35 Ch 2 &#8211; Matplotlib: Format Charts<br \/>\n25: 41: 53 Ch 2 &#8211; Seaborn: Intro<br \/>\n25: 55: 54 Project #3 &#8211; Job &#038; Skill Pipeline Analysis<\/p>\n<p>\u208b\u208b\u208b\u208b\u208b\u208b\u208b\u208b\u208b\u208b\u208b\u208b\u208b\u208b\u208b\u208b\u208b\u208b\u208b\u208b\u208b<br \/>\n\ud835\udddf\ud835\uddf6\ud835\uddfb\ud835\uddf8\ud835\ude00 &#038; \ud835\udde5\ud835\uddf2\ud835\ude00\ud835\uddfc\ud835\ude02\ud835\uddff\ud835\uddf0\ud835\uddf2\ud835\ude00<br \/>\n\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594<\/p>\n<p>\ud835\udde6\ud835\udde4\ud835\udddf \ud835\uddf3\ud835\uddfc\ud835\uddff \ud835\uddd7\ud835\uddee\ud835\ude01\ud835\uddee \ud835\uddd8\ud835\uddfb\ud835\uddf4\ud835\uddf6\ud835\uddfb\ud835\uddf2\ud835\uddf2\ud835\uddff\ud835\uddf6\ud835\uddfb\ud835\uddf4<br \/>\n\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594<br \/>\n\ud83d\udcc1 FREE Course Files &#038; Project \ud83d\udc49 <a href=\"https:\/\/lukeb.co\/sql-de-github\" target=\"_blank\">https:\/\/lukeb.co\/sql-de-github<\/a><br \/>\n\ud83c\udfc6 Supporter Access: Problems, Certificate, &#038; More \ud83d\udc49 <a href=\"https:\/\/lukeb.co\/sql-de\" target=\"_blank\">https:\/\/lukeb.co\/sql-de<\/a><\/p>\n<p>Attach the data_jobs database using ONE of the following:<br \/>\n&#8212; us-east-1 or eu-central-1 region<br \/>\nATTACH &#8216;md:_share\/data_jobs\/87603155-cdc7-4c80-85ad-3a6b0d760d93&#8217; AS data_jobs;<br \/>\n&#8212; us-west-2 region<br \/>\nATTACH &#8216;md:_share\/data_jobs\/a94f9b8a-2b8a-473f-bb86-de09552f052d&#8217; AS data_jobs;<br \/>\n&#8212; eu-west-1 region<br \/>\nATTACH &#8216;md:_share\/data_jobs\/058ad1f4-939b-4998-95e1-0df8f8644f3c&#8217; AS data_jobs;<\/p>\n<p>\u26a0\ufe0f MotherDuck free trial expired?<br \/>\nNo worries \u2014 just go to Settings \u2192 Plans in the UI and select the Lite plan (still 100% free, no credit card needed)<\/p>\n<p>My Job Market Analytics App \ud83d\udc49 <a href=\"https:\/\/datanerd.tech\" target=\"_blank\">https:\/\/datanerd.tech<\/a><br \/>\nProject #1 \ud83d\udc49 <a href=\"https:\/\/lukeb.co\/sql-de-project1\" target=\"_blank\">https:\/\/lukeb.co\/sql-de-project1<\/a><br \/>\nProject #2 \ud83d\udc49 <a href=\"https:\/\/lukeb.co\/sql-de-project2\" target=\"_blank\">https:\/\/lukeb.co\/sql-de-project2<\/a><br \/>\nMotherDuck Signup \ud83d\udc49 <a href=\"https:\/\/lukeb.co\/motherduck\" target=\"_blank\">https:\/\/lukeb.co\/motherduck<\/a><br \/>\nDuckDB Install \ud83d\udc49 <a href=\"https:\/\/lukeb.co\/duckdb\" target=\"_blank\">https:\/\/lukeb.co\/duckdb<\/a><\/p>\n<p>\ud835\uddd6\ud835\uddf5\ud835\uddee\ud835\ude01\ud835\uddda\ud835\udde3\ud835\udde7 \ud835\uddf3\ud835\uddfc\ud835\uddff \ud835\uddd7\ud835\uddee\ud835\ude01\ud835\uddee \ud835\uddd4\ud835\uddfb\ud835\uddee\ud835\uddf9\ud835\ude06\ud835\ude01\ud835\uddf6\ud835\uddf0\ud835\ude00<br \/>\n\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594<br \/>\nData Jobs File \ud83d\udc49\ud83c\udffc <a href=\"https:\/\/lukeb.co\/jobs_file\" target=\"_blank\">https:\/\/lukeb.co\/jobs_file<\/a><\/p>\n<p>\ud835\udde3\ud835\ude06\ud835\ude01\ud835\uddf5\ud835\uddfc\ud835\uddfb \ud835\uddf3\ud835\uddfc\ud835\uddff \ud835\uddd7\ud835\uddee\ud835\ude01\ud835\uddee \ud835\uddd4\ud835\uddfb\ud835\uddee\ud835\uddf9\ud835\ude06\ud835\ude01\ud835\uddf6\ud835\uddf0\ud835\ude00<br \/>\n\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594<br \/>\n\ud83d\udcc1 FREE Course Files &#038; Project \ud83d\udc49 <a href=\"https:\/\/lukeb.co\/python_repo\" target=\"_blank\">https:\/\/lukeb.co\/python_repo<\/a><br \/>\n\ud83c\udfc6 Supporter Access: Problems, Certificate, &#038; More \ud83d\udc49 <a href=\"https:\/\/lukeb.co\/python\" target=\"_blank\">https:\/\/lukeb.co\/python<\/a><\/p>\n<p>1\ufe0f\u20e3 Basics Links<br \/>\n&#8211; Dataset (Hugging Face) &#8211; <a href=\"https:\/\/huggingface.co\/datasets\/lukebarousse\/data_jobs\" target=\"_blank\">https:\/\/huggingface.co\/datasets\/lukebarousse\/data_jobs<\/a><br \/>\n&#8211; Python Docs &#8211; <a href=\"https:\/\/docs.python.org\" target=\"_blank\">https:\/\/docs.python.org<\/a><br \/>\n&#8211; Matplotlib Docs &#8211; <a href=\"http:\/\/matplotlib.org\/\" target=\"_blank\">http:\/\/matplotlib.org\/<\/a><br \/>\n&#8211; Matplotlib CheatSheet &#8211; <a href=\"https:\/\/matplotlib.org\/cheatsheets\/\" target=\"_blank\">https:\/\/matplotlib.org\/cheatsheets\/<\/a><\/p>\n<p>2\ufe0f\u20e3 Advanced Links<br \/>\n&#8211; VS Code Install &#8211; <a href=\"https:\/\/code.visualstudio.com\/download\" target=\"_blank\">https:\/\/code.visualstudio.com\/download<\/a><br \/>\n&#8211; Anaconda Install &#8211; <a href=\"https:\/\/anaconda.com\/download\/success\" target=\"_blank\">https:\/\/anaconda.com\/download\/success<\/a><br \/>\n&#8211; Anaconda Docs &#8211; <a href=\"https:\/\/docs.conda.io\" target=\"_blank\">https:\/\/docs.conda.io<\/a><br \/>\n&#8211; Software Jobs CSV &#8211; <a href=\"https:\/\/lukeb.co\/software_csv\" target=\"_blank\">https:\/\/lukeb.co\/software_csv<\/a><br \/>\n&#8211; Joins Explained (SQL for Data Analytics) &#8211; <a href=\"https:\/\/lukeb.co\/sql_joins\" target=\"_blank\">https:\/\/lukeb.co\/sql_joins<\/a><br \/>\n&#8211; Pandas Cheat Sheet &#8211; <a href=\"https:\/\/pandas.pydata.org\/Pandas_Cheat_Sheet.pdf\" target=\"_blank\">https:\/\/pandas.pydata.org\/Pandas_Cheat_Sheet.pdf<\/a><br \/>\n&#8211; Seaborn Docs &#8211; <a href=\"https:\/\/seaborn.pydata.org\/\" target=\"_blank\">https:\/\/seaborn.pydata.org\/<\/a><\/p>\n<p>3\ufe0f\u20e3 Project Links<br \/>\n&#8211; Git Download &#8211; <a href=\"https:\/\/git-scm.com\/downloads\" target=\"_blank\">https:\/\/git-scm.com\/downloads<\/a><br \/>\n&#8211; GitHub Signup &#8211; <a href=\"http:\/\/github.com\/signup\" target=\"_blank\">http:\/\/github.com\/signup<\/a><br \/>\n&#8211; Markdown CheatSheet &#8211; <a href=\"https:\/\/www.markdownguide.org\/cheat-sheet\/\" target=\"_blank\">https:\/\/www.markdownguide.org\/cheat-sheet\/<\/a><\/p>\n<p>\ud835\udde0\ud835\ude06 \ud835\uddd6\ud835\uddfc\ud835\ude02\ud835\uddff\ud835\ude00\ud835\uddf2\ud835\ude00 \ud835\uddf3\ud835\uddfc\ud835\uddff \ud835\uddd7\ud835\uddee\ud835\ude01\ud835\uddee \ud835\udde1\ud835\uddf2\ud835\uddff\ud835\uddf1\ud835\ude00<br \/>\n\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594<br \/>\n\ud83d\udcbd SQL for Data Analytics \ud83d\udc49\ud83c\udffc <a href=\"https:\/\/youtu.be\/7mz73uXD9DA\" target=\"_blank\">https:\/\/youtu.be\/7mz73uXD9DA<\/a><br \/>\n\ud83d\udee0\ufe0f SQL for Data Engineering \ud83d\udc49\ud83c\udffc <a href=\"https:\/\/youtu.be\/UjhFbq4uU2Y\" target=\"_blank\">https:\/\/youtu.be\/UjhFbq4uU2Y<\/a><br \/>\n\u274e Excel for Data Analytics \ud83d\udc49\ud83c\udffc <a href=\"https:\/\/youtu.be\/pCJ15nGFgVg\" target=\"_blank\">https:\/\/youtu.be\/pCJ15nGFgVg<\/a><br \/>\n\ud83d\udcca Power BI for Data Analytics \ud83d\udc49\ud83c\udffc <a href=\"https:\/\/youtu.be\/FwjaHCVNBWA\" target=\"_blank\">https:\/\/youtu.be\/FwjaHCVNBWA<\/a><br \/>\n\ud83d\udc0d Python for Data Analytics \ud83d\udc49\ud83c\udffc <a href=\"https:\/\/youtu.be\/wUSDVGivd-8\" target=\"_blank\">https:\/\/youtu.be\/wUSDVGivd-8<\/a><br \/>\n\u269b\ufe0f ChatGPT for Data Analytics \ud83d\udc49\ud83c\udffc <a href=\"https:\/\/youtu.be\/uhyMqbZI6rM\" target=\"_blank\">https:\/\/youtu.be\/uhyMqbZI6rM<\/a><br \/>\n\ud83d\ude4c Course Bundles \ud83d\udc49\ud83c\udffc <a href=\"https:\/\/lukeb.co\/courses\" target=\"_blank\">https:\/\/lukeb.co\/courses<\/a><\/p>\n<p>\ud835\udde6\ud835\uddfc\ud835\uddf0\ud835\uddf6\ud835\uddee\ud835\uddf9 \ud835\udde0\ud835\uddf2\ud835\uddf1\ud835\uddf6\ud835\uddee<br \/>\n\u2594\u2594\u2594\u2594\u2594\u2594<br \/>\n\ud83d\udceb Newsletter: <a href=\"https:\/\/lukebarousse.com\/crash-courses\" target=\"_blank\">https:\/\/lukebarousse.com\/crash-courses<\/a><br \/>\n\ud83d\udc68\ud83c\udffc\u200d\ud83d\udcbc LinkedIn: <a href=\"https:\/\/www.linkedin.com\/in\/luke-b\/\" target=\"_blank\">https:\/\/www.linkedin.com\/in\/luke-b\/<\/a><br \/>\n\ud83d\udc7e GitHub: <a href=\"https:\/\/github.com\/lukebarousse\" target=\"_blank\">https:\/\/github.com\/lukebarousse<\/a><br \/>\n\ud83c\udd67 X\/Twitter: <a href=\"https:\/\/twitter.com\/LukeBarousse\" target=\"_blank\">https:\/\/twitter.com\/LukeBarousse<\/a><br \/>\n\ud83c\udf04 Instagram: <a href=\"https:\/\/www.instagram.com\/lukebarousse\/\" target=\"_blank\">https:\/\/www.instagram.com\/lukebarousse\/<\/a><br \/>\n\u23f0 TikTok: <a href=\"https:\/\/www.tiktok.com\/@\" target=\"_blank\">https:\/\/www.tiktok.com\/@<\/a>lukebarousse<\/p>\n<p>#dataengineer #bootcamp #datanerd<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Free 10-Day Data Engineer Crash Course \ud83d\udc49 https:\/\/lukeb.co\/de-crash-course Data Engineer Course Bundle (470+ interview problems, certificates, &#038; more) \ud83d\udc49 https:\/\/lukeb.co\/data-engineer-bundle \ud835\uddd7\ud835\uddee\ud835\ude01\ud835\uddee \ud835\uddd8\ud835\uddfb\ud835\uddf4\ud835\uddf6\ud835\uddfb\ud835\uddf2\ud835\uddf2\ud835\uddff\ud835\uddf6\ud835\uddfb\ud835\uddf4 \ud835\uddd5\ud835\uddfc\ud835\uddfc\ud835\ude01\ud835\uddf0\ud835\uddee\ud835\uddfa\ud835\uddfd \u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594 0: 00: 00 Bootcamp Intro 0: 11: 01 Fundamentals: Intro 0: 13: 24 Fundamentals: Stages &#8211; DE Lifecycle 0: 35: 16 Fundamentals: Undercurrents &#8211; DE Lifecycle 0: 42: 42 Fundamentals: Top DE Skills to Focus \ud835\udde6\ud835\udde4\ud835\udddf \ud835\uddf3\ud835\uddfc\ud835\uddff \ud835\uddd7\ud835\uddee\ud835\ude01\ud835\uddee \ud835\uddd8\ud835\uddfb\ud835\uddf4\ud835\uddf6\ud835\uddfb\ud835\uddf2\ud835\uddf2\ud835\uddff\ud835\uddf6\ud835\uddfb\ud835\uddf4 \u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594 0: 47: 22 SQL Intro 1:&#8230;<\/p>\n","protected":false},"author":1,"featured_media":235181,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","tve_updated_post":"","tve_custom_css":"","tve_user_custom_css":"","tve_globals":{},"tcb2_ready":0,"tcb_editor_enabled":0,"tve_landing_page":"","_tve_header":"","_tve_footer":""},"categories":[1],"tags":[],"class_list":["post-235180","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data Engineer Bootcamp (FREE 27+ Hour Course) - SQL, Python, Cloud, Bash, AI, Git &amp; GitHub - UshopWell.com<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ushopwell.com\/ublog\/data-engineer-bootcamp-free-27-hour-course-sql-python-cloud-bash-ai-git-github\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Engineer Bootcamp (FREE 27+ Hour Course) - SQL, Python, Cloud, Bash, AI, Git &amp; GitHub - UshopWell.com\" \/>\n<meta property=\"og:description\" content=\"Free 10-Day Data Engineer Crash Course \ud83d\udc49 https:\/\/lukeb.co\/de-crash-course Data Engineer Course Bundle (470+ interview problems, certificates, &#038; more) \ud83d\udc49 https:\/\/lukeb.co\/data-engineer-bundle \ud835\uddd7\ud835\uddee\ud835\ude01\ud835\uddee \ud835\uddd8\ud835\uddfb\ud835\uddf4\ud835\uddf6\ud835\uddfb\ud835\uddf2\ud835\uddf2\ud835\uddff\ud835\uddf6\ud835\uddfb\ud835\uddf4 \ud835\uddd5\ud835\uddfc\ud835\uddfc\ud835\ude01\ud835\uddf0\ud835\uddee\ud835\uddfa\ud835\uddfd \u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594\u2594 0: 00: 00 Bootcamp Intro 0: 11: 01 Fundamentals: Intro 0: 13: 24 Fundamentals: Stages &#8211; 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