Luke Barousse
Luke Barousse
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Study: GPT-4 outperforms Data Analysts
📈 My SQL Course 👉 ua-cam.com/video/7mz73uXD9DA/v-deo.html
Courses for Data Nerds
==================================
📜 Google Data Analytics Certificate 👉🏼 lukeb.co/GoogleCert
🐍 Python for Everybody 👉🏼 lukeb.co/PythonForEverybody
💿 SQL for Data Science 👉🏼 lukeb.co/SQLdataScience
🧾 Excel Skills for Business 👉🏼 lukeb.co/ExcelBusinessAnalyst
📈 PowerBI for Data Viz 👉🏼 lukeb.co/PowerBI
📊 Tableau for Data Viz 👉🏼 lukeb.co/Tableau_UCDavis
🏴‍☠️ Data Science: Foundations using R 👉🏼 lukeb.co/RforDataScienceJH
➕ Coursera Plus Subscription (7-day free trial) 👉🏼 lukeb.co/CourseraPlus
👨🏼‍🏫 All courses 👉🏼 kit.co/lukebarousse/data-analytics-courses
Books for Data Nerds
==================================
📚 Books I’ve read 👉🏼 kit.co/lukebarousse/book-recommendations
📗 Data Analyst Must Read 👉🏼 geni.us/StorytellingWithData
Tech for Data Nerds
==================================
⚙️ Tech I use 👉🏼 kit.co/lukebarousse/computer-accessories
🪟Windows Virtual Machine for Mac (Parallels) 👉🏼 lukeb.co/ParallelsFreeTrial
Social Media / Contact Me
======================
📫Newsletter: www.lukebarousse.com/
👨🏼‍💼 Linkedin: www.linkedin.com/in/luke-b/
🅧 X/Twitter: LukeBarousse
🌄 Instagram: lukebarousse
⏰ TikTok: www.tiktok.com/@lukebarousse
As an Amazon, Coursera, and Parallels Affiliate Programs member, I earn a commission from qualifying purchases on the links above. It costs you nothing but helps me with content creation.
#datanerd #dataanalyst #datascience
Переглядів: 58 771

Відео

Should you still learn to code? (ft. Devin)
Переглядів 49 тис.Місяць тому
$100 Off Coursera Plus 👉 lukeb.co/coursera_100off Google Data Analytics Certificate 👉 lukeb.co/GoogleCert Courses for Data Nerds 🐍 Python for Everybody 👉🏼 lukeb.co/PythonForEverybody 💿 SQL for Data Science 👉🏼 lukeb.co/SQLdataScience 🧾 Excel Skills for Business 👉🏼 lukeb.co/ExcelBusinessAnalyst 📈 PowerBI for Data Viz 👉🏼 lukeb.co/PowerBI 📊 Tableau for Data Viz 👉🏼 lukeb.co/Tableau_UCDavis 🏴‍☠️ Data...
SQL for Data Analytics - Learn SQL in 4 Hours
Переглядів 191 тис.2 місяці тому
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: www.linkedin.com/in/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 - P...
Gemini is Here - Is this the End of ChatGPT?
Переглядів 41 тис.3 місяці тому
My NEW Course 👉 ua-cam.com/video/uhyMqbZI6rM/v-deo.html Courses for Data Nerds 📜 Google Data Analytics Certificate 👉🏼 lukeb.co/GoogleCert 🐍 Python for Everybody 👉🏼 lukeb.co/PythonForEverybody 💿 SQL for Data Science 👉🏼 lukeb.co/SQLdataScience 🧾 Excel Skills for Business 👉🏼 lukeb.co/ExcelBusinessAnalyst 📈 PowerBI for Data Viz 👉🏼 lukeb.co/PowerBI 📊 Tableau for Data Viz 👉🏼 lukeb.co/Tableau_UCDavis...
How I Code Faster - GitHub Copilot
Переглядів 55 тис.3 місяці тому
My NEW Course 👉 ua-cam.com/video/uhyMqbZI6rM/v-deo.html Courses for Data Nerds 📜 Google Data Analytics Certificate 👉🏼 lukeb.co/GoogleCert 🐍 Python for Everybody 👉🏼 lukeb.co/PythonForEverybody 💿 SQL for Data Science 👉🏼 lukeb.co/SQLdataScience 🧾 Excel Skills for Business 👉🏼 lukeb.co/ExcelBusinessAnalyst 📈 PowerBI for Data Viz 👉🏼 lukeb.co/PowerBI 📊 Tableau for Data Viz 👉🏼 lukeb.co/Tableau_UCDavis...
ChatGPT for Data Analytics: Full Course
Переглядів 152 тис.3 місяці тому
🙌 Support the Course & Earn a Certificate 👉 lukeb.co/ChatGPT_Extras 🔑 Primary Resources for the Course 💽 Job Posting Data Set: lukeb.co/FreeData Course Chatbot: lukeb.co/chatgpt_chatbot 🔢 My Custom Instructions: lukeb.co/chatgpt_custom_instructions 📝 Sign up to get my ChatGPT cheat sheet: lukebarousse.com/ 1️⃣ Intro to ChatGPT 00:00 Intro 02:22 Options and Setup - Sign up to ChatGPT: openai.co...
Microsoft Copilot - Excel has forever changed
Переглядів 905 тис.3 місяці тому
How to run Windows on a Mac 👉🏼 lukeb.co/ParallelsFreeTrial 👨🏼‍💻 ChatGPT Tutorial 👉 ua-cam.com/video/uhyMqbZI6rM/v-deo.html Courses for Data Nerds 📜 Google Data Analytics Certificate 👉🏼 lukeb.co/GoogleCert 🐍 Python for Everybody 👉🏼 lukeb.co/PythonForEverybody 💿 SQL for Data Science 👉🏼 lukeb.co/SQLdataScience 🧾 Excel Skills for Business 👉🏼 lukeb.co/ExcelBusinessAnalyst 📈 PowerBI for Data Viz 👉🏼 l...
How I'd Learn to be a Data Analyst in 2024
Переглядів 210 тис.4 місяці тому
📊 Become a Data Analyst - Google Certificate 👉🏼 lukeb.co/GoogleCert 👨🏼‍💻 My ChatGPT Tutorial 👉 ua-cam.com/video/uhyMqbZI6rM/v-deo.html Courses for Data Nerds 🐍 Python for Everybody 👉🏼 lukeb.co/PythonForEverybody 💿 SQL for Data Science 👉🏼 lukeb.co/SQLdataScience 🧾 Excel Skills for Business 👉🏼 lukeb.co/ExcelBusinessAnalyst 📈 PowerBI for Data Viz 👉🏼 lukeb.co/PowerBI 📊 Tableau for Data Viz 👉🏼 lukeb...
Top Apps I Use as a Data Analyst
Переглядів 35 тис.4 місяці тому
Apps mentioned in this video 📱 ⦷ Parallels lukeb.co/Parallels 🦫 DBeaver dbeaver.io/ 🐍 Anaconda www.anaconda.com/download 💻 Visual Studio Code code.visualstudio.com/ 👾 Github Copilot github.com/features/copilot 🏴‍☠️R & RStudio posit.co/download/rstudio-desktop/ 📈 Tableau Public www.tableau.com/products/public/download 📊 Power BI powerbi.microsoft.com/en-us/downloads/ 📝 Notion lukeb.co/Notion 📑 G...
ChatGPT’s Best Plugin Was Terminated
Переглядів 16 тис.4 місяці тому
👨🏼‍💻 ChatGPT Tutorial 👉 ua-cam.com/video/uhyMqbZI6rM/v-deo.html Resources mentioned in this video 👾 jupychat → github.com/tizz98/jupychat 👾 kernel-sidecar → github.com/kafonek/kernel-sidecar 👾 Jupyter AI → github.com/jupyterlab/jupyter-ai 🌐 CoCalc → cocalc.com/features/openai-chatgpt Courses for Data Nerds 📜 Google Data Analytics Certificate 👉🏼 lukeb.co/GoogleCert 🐍 Python for Everybody 👉🏼 luke...
I paid $16 for Grok... so you don’t have to
Переглядів 21 тис.5 місяців тому
👨🏼‍💻 ChatGPT Tutorial 👉 ua-cam.com/video/uhyMqbZI6rM/v-deo.html 🅧 Follow me on X: x.com/LukeBarousse 📰 Article on Q* 👉 arstechnica.com/ai/2023/12/the-real-research-behind-the-wild-rumors-about-openais-q-project Courses for Data Nerds 📜 Google Data Analytics Certificate 👉🏼 lukeb.co/GoogleCert 🐍 Python for Everybody 👉🏼 lukeb.co/PythonForEverybody 💿 SQL for Data Science 👉🏼 lukeb.co/SQLdataScience ...
Google Lied To Us
Переглядів 24 тис.5 місяців тому
👨🏼‍💻 ChatGPT Tutorial 👉 ua-cam.com/video/uhyMqbZI6rM/v-deo.html Courses for Data Nerds 📜 Google Data Analytics Certificate 👉🏼 lukeb.co/GoogleCert 🐍 Python for Everybody 👉🏼 lukeb.co/PythonForEverybody 💿 SQL for Data Science 👉🏼 lukeb.co/SQLdataScience 🧾 Excel Skills for Business 👉🏼 lukeb.co/ExcelBusinessAnalyst 📈 PowerBI for Data Viz 👉🏼 lukeb.co/PowerBI 📊 Tableau for Data Viz 👉🏼 lukeb.co/Tableau_...
Gemini - Google's Competitor to ChatGPT
Переглядів 37 тис.5 місяців тому
👨🏼‍💻 ChatGPT Tutorial 👉 ua-cam.com/video/uhyMqbZI6rM/v-deo.html Courses for Data Nerds 📜 Google Data Analytics Certificate 👉🏼 lukeb.co/GoogleCert 🐍 Python for Everybody 👉🏼 lukeb.co/PythonForEverybody 💿 SQL for Data Science 👉🏼 lukeb.co/SQLdataScience 🧾 Excel Skills for Business 👉🏼 lukeb.co/ExcelBusinessAnalyst 📈 PowerBI for Data Viz 👉🏼 lukeb.co/PowerBI 📊 Tableau for Data Viz 👉🏼 lukeb.co/Tableau_...
I Built A Python Project WITHOUT Coding
Переглядів 12 тис.5 місяців тому
👨🏼‍💻 ChatGPT Tutorial 👉 ua-cam.com/video/uhyMqbZI6rM/v-deo.html 👾 The Final Project: lukeb.co/capstone Courses for Data Nerds 📜 Google Data Analytics Certificate 👉🏼 lukeb.co/GoogleCert 🐍 Python for Everybody 👉🏼 lukeb.co/PythonForEverybody 💿 SQL for Data Science 👉🏼 lukeb.co/SQLdataScience 🧾 Excel Skills for Business 👉🏼 lukeb.co/ExcelBusinessAnalyst 📈 PowerBI for Data Viz 👉🏼 lukeb.co/PowerBI 📊 Ta...
ChatGPT for Data Analytics: Beginner Tutorial
Переглядів 80 тис.5 місяців тому
ChatGPT for Data Analytics: Beginner Tutorial
Excel's Major Upgrade: CoPilot (Microsoft Event Recap)
Переглядів 151 тис.7 місяців тому
Excel's Major Upgrade: CoPilot (Microsoft Event Recap)
This ChatGPT Change is HUGE for Data Analysts
Переглядів 23 тис.7 місяців тому
This ChatGPT Change is HUGE for Data Analysts
Python In Excel: Microsoft Changed EVERYTHING
Переглядів 444 тис.8 місяців тому
Python In Excel: Microsoft Changed EVERYTHING
ChatGPT's 'Advanced Data Analysis' is OBSOLETE ☠️ (formerly called 'Code Interpreter')
Переглядів 116 тис.8 місяців тому
ChatGPT's 'Advanced Data Analysis' is OBSOLETE ☠️ (formerly called 'Code Interpreter')
The End of Data Analysts?!? (ChatGPT's Code Interpreter)
Переглядів 245 тис.9 місяців тому
The End of Data Analysts?!? (ChatGPT's Code Interpreter)
How I use ChatGPT as a Data Analyst
Переглядів 281 тис.10 місяців тому
How I use ChatGPT as a Data Analyst
ChatGPT vs. Bard for Data Analysts
Переглядів 70 тис.11 місяців тому
ChatGPT vs. Bard for Data Analysts
Google’s BI vs. Advanced Data Analytics Certificates
Переглядів 150 тис.Рік тому
Google’s BI vs. Advanced Data Analytics Certificates
I analyzed 2,524,975 jobs to solve THIS
Переглядів 299 тис.Рік тому
I analyzed 2,524,975 jobs to solve THIS
How I use Python as a Data Analyst
Переглядів 340 тис.Рік тому
How I use Python as a Data Analyst
THEY became Data Analysts with NO degree
Переглядів 69 тис.Рік тому
THEY became Data Analysts with NO degree
Tools you should know as a Data Analyst
Переглядів 49 тис.Рік тому
Tools you should know as a Data Analyst
How I use Machine Learning as a Data Analyst
Переглядів 113 тис.Рік тому
How I use Machine Learning as a Data Analyst
How I use Math as a Data Analyst
Переглядів 104 тис.Рік тому
How I use Math as a Data Analyst
Data Analyst vs. Data Scientist (funny!)
Переглядів 49 тис.Рік тому
Data Analyst vs. Data Scientist (funny!)

КОМЕНТАРІ

  • @Samwarren1982
    @Samwarren1982 6 годин тому

    I don’t have a degree in data analytics, but I have a degree in computer science in an unrelated field.

  • @billykotsos4642
    @billykotsos4642 10 годин тому

    Yea but does it know what analysis to run?

  • @anonymous-yf6ur
    @anonymous-yf6ur 11 годин тому

    If people don't have jobs as a result of AI taking over almost all jobs, people will not have money. If people don't have money, they will not spend on anything. Then what data will the companies analyse if nobody is buying their products?

  • @IncomeBoost42
    @IncomeBoost42 14 годин тому

    The latest Gemini demo showed 2 cartoon pictures of a cat, one dead and one alive. Then they put a box next to the pictures and asked Gemini what they reminded it of (or something along those lines) and it said Schrödinger’s cat. I was amazed by that level of abstract thinking, something I haven’t even seen with ChatGPT but now I wonder if they didn’t fake it.

  • @houssameddine1965
    @houssameddine1965 20 годин тому

    Sir, I feel like subscribing to your channel is the proudest subscription of my entire existence in UA-cam. I’m actually a L&D professional from Morocco and I’m trying to steer my career to data & business analytics and really need guidance. Thanks for the very cool story though!

  • @papataj
    @papataj 22 години тому

    this only applies on excel right? not on google spreadsheet?

  • @FauziFayyad
    @FauziFayyad День тому

    Love your content😊

  • @nevildadrewalla
    @nevildadrewalla День тому

    Please give us some time to read the prompts.. .

  • @shkf95
    @shkf95 День тому

    Hey Luke , how should i corss verify the practical problem answers ?

  • @DIGITAL_COOKING
    @DIGITAL_COOKING День тому

    Please, I need your help. I'm an accountant with a little knowledge of SQL, Python, and Power Query. As you are professional, what would you advise me to study? I'm very confused. Should I study Power Query and M language, SQL, or Pandas? I would like to study all of them, but due to time constraints, I'm seeking your guidance to help me make a plan or focus on one thing. Thank you.

  • @xedgerenegade6666
    @xedgerenegade6666 День тому

    what about SAS ?

  • @ericbroun4657
    @ericbroun4657 День тому

    ❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤

  • @RichardObinna-mt8ph
    @RichardObinna-mt8ph День тому

    very helpful, but i was stuck at installing postgre, it never works on my computer

  • @nauikun652
    @nauikun652 День тому

    all of this gems for free, you're a legend, thank you is not enough , but really, thank you so much...

  • @stephendooley857
    @stephendooley857 2 дні тому

    Having data spread across many tables in a database is not a problem 😂 that's the whole point of a database... If you store it in a single table, it's not a database, it's an excel file... Your statement makes no sense

  • @joshuawade7341
    @joshuawade7341 2 дні тому

    I am pivoting for a time to learn data analysis and machine learning skills. I eventually want to do work as a biologist (once I finish my college education but I want to be able to use data analysis as part of my skillset in any research I might be doing in the future.

  • @sarowarnahian7194
    @sarowarnahian7194 2 дні тому

    I am planning to buy your course ChatGPT for Data Analytics. Is it okay to become a data analyst without knowing coding? Can I get a good job and salary? Can the company accept me to do data analysis with the chat gpt4? Please let me know.

  • @mqcapps
    @mqcapps 2 дні тому

    You'll need to buy a "proper" database query tool as excel is not designed to part the red sea...can sort our koolaid though

  • @bryce1361
    @bryce1361 2 дні тому

    Fyi for those who didn't know, you can text from your windows machine as well as use apps, view photos etc etc through the "phone link" app which comes with your pc

  • @muslumagayev1126
    @muslumagayev1126 2 дні тому

    Sənə halaldı, Mujiksən 😎

  • @tqjulia
    @tqjulia 2 дні тому

    Great job, thanks, Luke, so helpful. I am the PM and going to include SQL into my resume.

  • @malikholdingdevelopments
    @malikholdingdevelopments 2 дні тому

    Amazing! Thank you!

  • @user-pc2gu7lv1t
    @user-pc2gu7lv1t 3 дні тому

    This is the best video of sql that i found and i searched a lot. Thank you!!!

  • @weishanlei8682
    @weishanlei8682 3 дні тому

    The course is too long. Could you please tell me the plugins you use in the ChatGPT plus and list all the prompts?

  • @cgc2300
    @cgc2300 4 дні тому

    Hello

  • @mohamedamr9944
    @mohamedamr9944 4 дні тому

    I never write comments but this video is awesome seems perfect

  • @EdgarRamosMc
    @EdgarRamosMc 4 дні тому

    Imagine being a student now... Ina few years, no one will know a damn thing... The future is terrifying

  • @just_a_viewer5
    @just_a_viewer5 4 дні тому

    Thank you Luke. Took me around a month to finish this but now I know SQL very well!

  • @just_a_viewer5
    @just_a_viewer5 4 дні тому

    I was planning this exact project myself, but it seems that you beat me to it. I need to come up with some other idea now. I must say, excellent work. You're an inspiration to me. The concept, the method, the execution of the project, and then the presentation of it in this video is top-notch. How I wish I could do a cool af project like this and make a video about it too.

  • @mariansweetheart
    @mariansweetheart 4 дні тому

    I didn’t understood anything but I want to learn everything 🤩

  • @winstonjen5360
    @winstonjen5360 4 дні тому

    Can you ask Grok if overpopulation is a myth?

  • @MystifulHD
    @MystifulHD 5 днів тому

    pray for communism

  • @salonisharma1506
    @salonisharma1506 5 днів тому

    Hi, so i am done with my studies, and my tableau license that i got through my college is expiring soon. PowerBI is not available on Mac natively, I do use my windows machine from time to time, is there any other software that you can suggest for me please Thank you :)

  • @nessim.liamani
    @nessim.liamani 6 днів тому

    ChatGPT summary : Summary: - The video outlines the process of utilizing Python for data analysis, focusing on collecting data, cleaning it, performing exploratory data analysis (EDA), and building a dashboard. - Python is highlighted as a versatile tool for data analytics, capable of tasks ranging from collecting data from APIs like serp API, cleaning and analyzing the data, to building interactive dashboards using libraries like Streamlit. - The process involves automation using Google Cloud services, particularly BigQuery for storing data and automating data collection scripts. - Key skills highlighted for data analysts include proficiency in SQL, Excel, and Python, with Python catching up in popularity. - The video emphasizes the importance of continuous learning and improvement in Python skills, recommending courses like "Python for Everybody" and "Applied Data Science with Python Specialization" on Coursera. - Future plans include expanding data collection to include other data analyst roles and encouraging contributions from viewers through open-sourcing the project on Reddit.

  • @nessim.liamani
    @nessim.liamani 6 днів тому

    ChatGPT Summary : In the last video, the creator highlighted a significant issue in the data science industry regarding the mismatch between recommended skills and actual job postings. They built an app analyzing data analyst job posts in the US and discovered outdated recommendations lacking evidence. The Stack Overflow developer survey inspired them to create a similar survey for data professionals. However, they faced challenges such as limited data for data professionals and technical issues with their app. To address these issues, they embarked on building a new solution. They utilized Python to connect to an API, collecting job data globally. They engaged a data engineer to refine the data pipeline using tools like Airflow for scheduling and BigQuery for data warehousing. They also employed Spark clusters for processing large datasets efficiently. After cleaning the data, they delved into exploring salary and skills. They found discrepancies in salary ranges in job postings and used median values for accuracy. They also identified the most in-demand skills for different roles, emphasizing SQL and Python for data professionals. To provide accessible insights, they developed a web app using Streamlit, allowing users to filter job postings by title and explore skills and salaries. Users can now make informed decisions about skill acquisition based on real-time data. Overall, their journey involved overcoming challenges in data collection, processing, and analysis to create a valuable resource for data professionals. They continue to seek feedback for further improvements to the website. | Key Points | |------------------------------------------------------------------------------| | - Identified a gap between recommended skills and actual job postings in data science. | | - Built an app analyzing US data analyst job posts but faced technical issues and limited data. | | - Developed a new solution, collecting global job data using Python, Airflow, and Spark clusters. | | - Explored salary and skill data, highlighting discrepancies in salary ranges and in-demand skills. | | - Created a web app using Streamlit for users to access real-time insights on skills and salaries. | | - Open to feedback for improving the website and continuing data collection for future analysis. |

  • @ZipDeKoprstadt
    @ZipDeKoprstadt 7 днів тому

    Hi Luke. I am completely new in this field. I always loved doing analyses in excel. But I found my self limited. Now I am going through your course of SQL and also went through this course. I was able to set up local LLM using LM Studio (on MacBook Air M2) and get it running in VS Code via Continue extension. My question is, have you tried some locally running LLM? Also I recently found Microsoft LIDA. It would be great if we have your opinion on this tools.

  • @Flamechr
    @Flamechr 8 днів тому

    Hello Luke 😀 hope your all well. Hmm is there a way to check the version on dataset you put up on kaggle on the datajobs via the Kaggle API ?. I just want to make sure that I don't start downloading a dataset if I already got it 😀

  • @hyrisecrown
    @hyrisecrown 8 днів тому

    Data analysis seem interesting. Though I was wondering which certificate has more weight or is more considered between IBM and Google?

  • @Esra-ln6rj
    @Esra-ln6rj 8 днів тому

    Hi Luke! Great video. Very informative. Would you consider giving a discount code to your viewers abroad? I really want to purchase the notes you provided but but my country's currency is very worthless and 25 dollars is unfortunately a huge amount for me.

  • @amams_kaiser
    @amams_kaiser 8 днів тому

    Wow… this is a great content Luke. A lot of work was put into this.

  • @kellycriterion1019
    @kellycriterion1019 8 днів тому

    R is simply the best👏👏👏👏👏

  • @user-wf8xm7to6i
    @user-wf8xm7to6i 8 днів тому

    Stackoverflow assistant

  • @larbidriouich9651
    @larbidriouich9651 9 днів тому

    too fast for me to follow.

  • @user-op9dw2py6o
    @user-op9dw2py6o 9 днів тому

    can i please get the file on smss?

  • @regineyo726
    @regineyo726 9 днів тому

    Is this suitable for an introvert ?

  • @gingermariska198912
    @gingermariska198912 9 днів тому

    "store them in excel sheets', lol, "no God please no", hahahaha

  • @mischapeters5204
    @mischapeters5204 9 днів тому

    Hi Luke, I have been experiencing frequent and prolonged errors with ChatGPT’s inability to read Excel, CSV and other file types. Even very small datasets seem to be a problem. Do you know whether this problem also persists in the USA, I'm living in the Netherlands Has anyone else experienced this issue? I think this is a major shortcoming of a service for which you also have to pay monthly

  • @answerhsiao0610
    @answerhsiao0610 9 днів тому

    说实话在365中copilot对我来说似乎没什么用处,我很少用到他们

  • @SnickersMMC
    @SnickersMMC 9 днів тому

    Nice! And Great!

  • @user-bx3zx8yf1t
    @user-bx3zx8yf1t 9 днів тому

    Who lives in the USA I want to do this course.