SQL for Data Analytics - Learn SQL in 4 Hours
ฝัง
- เผยแพร่เมื่อ 8 มิ.ย. 2024
- Course Links, Problems, & Notes 👉 lukebarousse.com/sql
⚠️ Fix Database Load Issue in Ch 2 👉 lukeb.co/sql_error
Thanks to Kelly Adams for her work in producing this course 🎉🙌
👩🏻💼 Kelly's LinkedIn: / kellyjianadams
🌐 Kelly's Website: www.kellyjadams.com/
Ch 1️⃣ - Basics
==============
00:00 - Welcome
03:43 - What is SQL
10:44 - Intro to Course
16:51 - The Basics
33:58 - Comparisons
41:16 - Practice Problem 1
45:21 - Wildcards
48:47 - Alias: AS
51:04 - Practice Problem 2
53:58 - Operations
59:34 - Aggregation
1:06:25 - Practice Problem 3
1:08:42 - NULL Values
Skipped - Practice Problem 4
1:10:03 - JOINS
1:20:11 - Order of Execution
1:22:31 - Practice Problem 5
Ch 2️⃣ - Advanced
==============
1:26:14 - Setup PostgreSQL
1:32:43 - IDE Install: VS Code
1:44:03 - Data Types
1:47:29 - Manipulate Tables
1:59:54 - Database Load
2:09:55 - Date Functions
2:20:18 - Problem Problem 6
2:24:54 - CASE Expression
2:30:16 - SubQueries and CTEs
2:42:12 - Practice Problem 7
2:50:02 - UNION Operators
2:54:19 - Practice Problem 8
Ch 3️⃣ - Project
==============
2:58:01 - About the Project
3:02:07 - Create the Repository
3:14:39 - Query 1 - Top Paying Jobs
3:20:31 - Query 2 - Top Paying Job's Skills
3:27:59 - Query 3 - In-Demand Skills
3:34:02 - Query 4 - Top Paying Skills
3:41:25 - Query 5 - Most Optimal Skills
3:53:01 - Share on GitHub
4:05:03 - Share on LinkedIn
Social Media / Contact Me
======================
📫Newsletter: www.lukebarousse.com/
👨🏼💼 Linkedin: / luke-b
🅧 X/Twitter: / lukebarousse
🌄 Instagram: / lukebarousse
⏰ TikTok: / lukebarousse
#sql #postgresql #sqlite - วิทยาศาสตร์และเทคโนโลยี
Updates for Video 👇
===========================================================================
2:06:55 - Database Load Issues
WATCH THIS VIDEO FOR A WALKTHROUGH OF THESE INSTRUCTIONS: lukeb.co/sql_error
NOTE: If you are having issues with permissions. And you get an error like: "could not open file
"C:\file_path\job_postings_fact.csv" for reading: Permission denied."
1. Open pgAdmin
2. In Object Explorer (left-hand pane), navigate to `sql_course` database
3. Right-click `sql_course` and select `PSQL Tool`
- This opens a terminal window to write the following code
4. Get the absolute file path of your csv files
a. Find path by right-clicking a CSV file in VS Code and selecting “Copy Path”
5. Paste the following into `PSQL Tool`, (with the CORRECT file path)
\copy company_dim FROM '[Insert File Path]/company_dim.csv' WITH (FORMAT csv, HEADER true, DELIMITER ',', ENCODING 'UTF8');
\copy skills_dim FROM '[Insert File Path]/skills_dim.csv' WITH (FORMAT csv, HEADER true, DELIMITER ',', ENCODING 'UTF8');
\copy job_postings_fact FROM '[Insert File Path]/job_postings_fact.csv' WITH (FORMAT csv, HEADER true, DELIMITER ',', ENCODING 'UTF8');
\copy skills_job_dim FROM '[Insert File Path]/skills_job_dim.csv' WITH (FORMAT csv, HEADER true, DELIMITER ',', ENCODING 'UTF8');
===========================================================================
2:06:55 - Duplicate Key Error
NOTE: If you are getting the following error (below) even after following the steps above you need to restart over and drop the database:
ERROR >> duplicate key value violates unique constraint "company_dim_pkey"
ERROR >> could not open file "C:\Users\...\company_dim.csv" for reading: Permission denied
1. Drop the Database
DROP DATABASE IF EXISTS sql_course;
2. Repeat steps to create database and load table schemas
3. Follow steps above for copying CSV files into the sql_course database
===========================================================================
3:08:15 Git Error - "Tell me who you are"
NOTE: Some users, setting up git for the first time are receiving the following error:
Please tell me who you are.
Run
git config --global user.email "you@example.com"
git config --global user.name "Your Name"
1. Open your terminal.
2. Set your Git identity by :
git config --global user.email "[insert email address]"
git config --global user.name "[insert your name]"
3. Continue video
Solved it! I found the solution on stack overflow.
'Assuming the psql command-line tool, you may use \copy instead of copy.
\copy opens the file and feeds the contents to the server, whereas copy tells the server the open the file itself and read it, which may be problematic permission-wise, or even impossible if client and server run on different machines with no file sharing in-between.
Under the hood, \copy is implemented as COPY FROM stdin and accepts the same options than the server-side COPY.'
I used SQL Shell (psql). Make use you typed \copy instead of COPY
@@LukeBarousseI've encountered the same issue with Mac but the solution you've posted also worked. Thank you very much!
I have the same problem on MAC. I'm a fresher, please help! @LukeBarousse
yea same
@@attiquetahir
@@mrbartuss1 Thanks for this solution I updated this as the new solution
Gotta say, What i really appreciate about this is that you include when you mess up. its a great teaching point for others to know that someone like you still messes up. its not about being perfect with code, its about knowing how to troubleshoot and debug the code. to me, that matters more than always getting it right the first time.
completely agree with you!
Thank you so much for being an advocate for free learning! I got my MSDA Sept of 2023 and have since been at a position that has the "analyst" title but doesn't actually utilize any of the skills I learned. I definitely need to refreshen my knowledge and this course seems perfect to get my strong foundation back and lead me on a path to being a true, skilled analyst :) Much love to you & good luck everyone!
i have waited for such course from you for my whole life. Thank you
Luke!!!! Just found this video and can hardly wait to get started this evening. Thanks in advance to you and Kelly Adams for putting this course together. Was wondering what I was going to explore next, now I know. Have a fantastic week! 😎
I'm in school for data analytics and this course has been FAR more helpful than any of my classes so far. Thanks a lot!
This is Absolute GOLD. Thank you Luke and Kelly for providing us with this for anyone. You Guys are awesome!!
Pure excelence! Started just now the full course and really looking forward to improving my SQL skills. Thanks once again Luke. 🙌
Absolutely spectacular video! Not finished yet but finding your SQL teaching very very comprehensive indeed. Just wanted to thank you from the bottom of my heart for demystifying this!!
Thank you Luke, I can say awesome tutorial before watching! appreciate it
Amazing content! This course is exactly what I was looking for, can't thank you enough !
This is the best video of sql that i found and i searched a lot. Thank you!!!
Thanks for doing this ! My SQL skillset was thouroughly refreshed 👍
4h of Luke? I can binge on that, but not today!
First few minutes... Not just clear as Cristal (& as tasty!) With real serious info but delivery with wit & humor..
Picture of favorite uncle in picture frame??
Clear, Easy, Simple. You really made me feel confident about this. Thanks a bunch
This is incredible! Thank you so much!
by watching your different videos and the analysis done on your websites, learning SQL is essential in the world of data. Lots of tutorials on the web, I didn't find the motivation to start, but finally here is the SQL tutorial from my favorite channel. no more excuses, I can't wait to start 😀
You sir are a godsend. Will definitely work towards supporting the course.
I have been trying to learn basics of SQL for quite sometime now and this comes at a right time as it's easy to understand and very resourceful.
Thanks Luke for breaking down every step and explaining everything about SQL to millions of people around the world.
I just started my journey in data analytics to change career paths in early January. I'm almost done the IBM Data Analytics course on Coursera. I'm so glad this came out as the course has way more python than SQL and I planned to look for a course soon. THANK YOU!! 😄
I wish you success on your journey!
Same here, but i'm the beginning. But I started a SQL course from University Davis and I find it so complete.
Im halfway through the Google data analytics course on Coursera and it has more SQL than Python
Can u provide more info on Davis course?@@alicecooper2473
So the IBM one has Python
Thank you Luke. You made video just in time that I’m looking for SQL full deep dive course. I used to learn Data science boot camp before, but the boot camp just provided SQL basic thing and course time limit
Thank you Luke. Took me around a month to finish this but now I know SQL very well!
A few minutes in, I am already excited. Can't believe how excited I am. Thanks for taking the time
I'm a college student trying to break into data analytics, really appreciate the time and effort put into this video. Excited to learn more about data, THANK YOU!!
Holy cow, need to set aside some time to walkthrough this beast! thanks Luke
Great content and so generous of you to make it free!!! Bought your notes & problem sets to support. Looking forward to more interesting contents🤩
Got my Sunday covered for this week!!
Really very helpful resource for everyone out there! ❤
I was looking for a SQL tutorial from a professional data analyst and here it is..🎉
Will start soon..
Thank you so much for this great video. Really enjoy the 4 hours ride. Much of beneficial knowledge to gain. Enjoy every single second of the video.
Thank you very much for your job! Love your content.
YAAASSSSS!!!! Thank you so much for putting this together! I haven't watched it yet, but I assume it will be as good as the rest of your content 👍
I'm learning to be a data analyst and this course has been great. Thanks Luke.
Learned a lot. It's great! Thanks!
Starting to learn sql and this just comes very handy at the right time!!
Thank you Luke. This is a very helpful video. I have learned a lot from it.
One of the best course I met around😍 Thanks @Luke
Thank You Luke, I really apperaciate it.
Only video on youtube for advance SQL queries. Really helpful
2 mins in and i already love you! thank you brother Luke
Hey! From Brazil here, please make more of those videos bro, they´re better than most expensive courses that we have here ! Thanks!
Luke, THANKS FOR THAT!
You guys did such a great job.
We’ll never be able to express our gratitude enough 🎉🎉
Such an amazing way to hone my SQL skills 💪🏻
33:38 My fun pneumonic for remembering the order or SQL code is:
Seven (Select)
Fun (From)
Werewolves (Where)
Get (Group By)
Happy (Having)
Over (Order by)
Lunch (Limit)
For me, except W, just look at the keyboard. They are pretty much in order accdg to the command.😊
Awesome work brother! Excellent!!
Holy cow! This is goes in depth of SQL to delve into. I have been trying to find a really good up to date course that is 4 hours long! You did an incredible job. My boyfriend and I are learning SQL together. We changed career paths and want to become a data analyst. THANK. YOU!! 🎉❤😊
I was thinking to learn sql today and you dropped this like what are the chances damn. Thank you
Thank you so much for this!!!!
Thank you I was planing to learn SQL:) - you read my mind.
Thanks for sharing your knowledge ❤
Thank you so much! I appreciate you immensely. You are an awesome human
Thank you so much for sharing your knowledge with us.This course was really very helpful and again thank you
Wooow good timing bro, amazing!!
Legend. Thanks for this. Such a helpful course.
Just on time this vedeo appears thank you 🎉
Thank you so much, so great!!!
It’s only 25.usd to support, that’s a small contribution, happy to “help” but it’s you helping the world. Hoping you’ll find the time to do this also for Python, love to follow that one as well. Keep on doing what you are doing, thanks Luke!
Great job, thanks, Luke, so helpful. I am the PM and going to include SQL into my resume.
Thank you so much for this video 🙏🙏
This is amazing, thank you!!
you are my hero blue!!! thanks!!
Thank you so much for this great video. I wanted to start learning SQL and it was kind of scary for me, but you explained everything with great detail and everything was perfect.
Great job. Thank you
Amazing! Thank you!
Dude! halfway through this course. I love the depth and detail you and Kelly have put into this course! I also like that you use VS Code for the second part of the course. I will be setting it up to learn Python when your Python course is out. Please continue making courses of similar quality and depth. I will be buying them as soon as they are available.
Well worth the $25. Thanks for putting this course together!! 🎉
You're so welcome!
Hi @josephletner5066, I'm a student cant afford to buy extra materials. Could you please share me practice questions? It would be really helpful. Thanks!
Thank you for posting this video, Luke. I appreciate your hard work! I bet it took you ages to edit this!
Ha! Actually had to hire an editor to help edit this; way more then I could handle
more of this Luke! Im, gonna buy the resources! more power
Currently on Project 5. I really enjoyed watching and doing the projects. It wasn't all smooth but it came out nicely
It was an awesome project and the best part was editing the readme file and correcting all the hick-ups i found myself in along the way. I have almost completed the Google Data Analytics certificate on Coursera and they have SQL in it but this is so much more insightful. Thank you so much for this video.
Heck yeah, i'm glad it was able to help you go deep er with learning SQL
Probably one of the best 25$ i spent in my entire life. Problems are harder than capstone project itself and you also greatly outlined all the important topics and introduction to the github. Really appreciate Luke, thank you and Kelly for your amazing work!
you are amazing..great work
Good job doing this. You are awesome 🎉🎉
Learning immediately
Thanks for this content. I'm using this as a refresher course after learning SQL last summer as part of a data analyst bootcamp. The job market is difficult in my region (South of France) but I've got to keep "buggering on" 😅 if I'm going to land a job...
This is much better than the boring 20 hour course i followed on Udemy.
Thank you very much 😊
Started yesterday and I'm now in the project section.
this is GOLD!
THANK YOU FOR THIS
Stop it Luke Stop it! I watched the first 5 minutes without meaning to! and its a video about SQL.... bravo!
Ha! thanks for the kind words Tim! (and also for checking it out 😜)
Thank you very much!
How is this FREE?!? Holy moly, this is fantastic. I've been looking into Data Analyst stuff this evening (looking for career change/expansion) and you and this course were referenced in two different places I ended up. And I can see why.
And your "paid" stuff is $25??? THANK YOU for what you're doing.
Thank you soo much Luke
God bless you for your wonderful efforts
Also the starting tune 1:09 is similar to the tune Played in Indian Railway Station
all of this gems for free, you're a legend, thank you is not enough , but really, thank you so much...
Thank you for doing this video Luke, it helped tremendously !
Will you be doing a similar video with Python ?
Thanks Luke I started studying
Totally awesome video on SQL. Kudo's
Insane that this is free. Love it
Dear Luke, I am very happy that you shared this free training. Thank you very much and I am grateful. I am waiting for a similar Python course.🥰
Python coming soon!
I was waiting for something like this !!!!! That's what I and all of us will ever need to understand the SQL. I was at coursera, udemy, but it cannot compare with this masterpiece. Just practise !
Thank you!!
I love this Guy!♥
Just want to say that I think that your teaching and editing style for this SQL course was very effective.
Clear teaching and nice editing, transitions and course structure.
Might be the most effective course that I've gone through yet.
Thanks David!!
thanks for sharing knowledge
God bless you Luke!
Thank you so much
thank you for this interesting course
Full outer joins I use to troubleshoot organic key mismatches, I can see which ones didn’t link from either table and diagnose the failures
gosh that mail notification got me a million times :D, thank you for the great content
🤣; and thanks!!
Luke is the best teacher
woow. Nice one luke