Amnah's Lab
Amnah's Lab
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Fabrication of nMOS Transistors-General Process
🔬🔌 Join us in this video as we explore nMOS Transistor Fabrication!
This video is a continuation of the last video where we took a look at lithography. This video looks at general process of nMOS transistor fabrication. 💡⚙️📏
If you're interested in supporting this channel, you do so through Patreon!
patreon.com/user?u=102396117
Thank you for the support to our Patrons:
Ashely Denney!
มุมมอง: 24

วีดีโอ

Fabrication of nMOS Transistors- Lithography
มุมมอง 3614 วันที่ผ่านมา
🔬🔌 Join us in this video as we explore Lithography in nMOS Transistor Fabrication! This video looks at lithography, and views a basic example of optical lithography for semiconductor devices. Understanding lithography is essential in understanding nMOS Transistor fabrication which we will cover in our next video💡⚙️📏 If you're interested in supporting this channel, you do so through Patreon! pat...
Getting started with ESP8266
มุมมอง 6421 วันที่ผ่านมา
🔬🔌 Join us in this video as we explore the potential of the ESP8266 Board! This video looks at how you can add internet connectivity to your projects through the use of ESP8266 board and will help you get started with a simple project. 💡⚙️📏 Timestamps: 00:00 Introduction 01:33 Types of ESP8266 03:20 Potential of ESP8266 4:05 Pinout of ESP8266 Board 05:18 Install the ESP8266 in Arduino IDE 06:30...
Circuit Theory in the Lab: Charging & Discharging in Series RL Circuits
มุมมอง 260หลายเดือนก่อน
🔬🔌 Join us in this video as we explore Inductors in Charging and Discharging Circuits. This video looks at the transient response of inductors in series RL circuits while charging and discharging and how we describe the behavior of current in them through mathematical equations. Understanding these concepts is crucial for beginners in electronics. 💡⚙️📏 Timestamps: 00:00 Introduction 03:18 Charg...
Build Your Own Chatbot with Rasa Open Source | Entities & Slots-pt.2
มุมมอง 90หลายเดือนก่อน
🔥 Unleash the Power of Conversational AI with RASA Are you ready to implement what we’ve touched on in the introductory video to build a chatbot based on a real-life application? In this TH-cam video, we'll look at implementing the first project requirement of the project we discussed in part 1 . 📚 This video is based on the medium article below: [Build Your Own Chatbot with Rasa Open Source](m...
Circuit Theory in the Lab: Inductors in Series and Parallel
มุมมอง 1112 หลายเดือนก่อน
🔬🔌 Join us in this video as we explore Inductors in Series and Parallel. This video looks at how to calculate series and parallel inductance, and how we obtained these equations in the first place. Understanding these concepts is crucial for beginners in electronics. 💡⚙️📏 Timestamps: 00:00 Introduction 03:05 Series Inductance 04:20 Parallel Inductance If you're interested in supporting this cha...
Circuit Theory in the Lab: Inductance
มุมมอง 1.4K2 หลายเดือนก่อน
🔬🔌 Join us in this video as we explore Inductance and Inductors in Electronic Circuits. Learn what a inductor is and briefly how it works, units of inductance and the different types and applications of inductors . Understanding these concepts is crucial for beginners in electronics. Let's make abstract circuit ideas easy to understand together! 💡⚙️📏 Timestamps: 00:00 Introduction 00:55 What ar...
Circuit Theory in the Lab: Time Constants in Discharging RC Circuits
มุมมอง 1602 หลายเดือนก่อน
🔬🔌 Join us in this video as we explore Capacitance and Capacitors in Electronic Circuits. Learn what steady-state and transient responses are in circuits and why they matter, as well as time constants in charging and discharging circuits. This video is the second one of a mini-series that aims to take a look at time constants in RC circuits, the first was concerned with time constant of chargin...
Circuit Theory in the Lab: Time Constants in RC Charging Circuits
มุมมอง 2593 หลายเดือนก่อน
🔬🔌 Join us in this video as we explore Capacitance and Capacitors in Electronic Circuits. Learn what steady-state and transient responses are in circuits and why they matter, as well as time constants in charging and discharging circuits. This video is the first one of a mini-series that aims to take a look at time constants in RC circuits, and it's concerned with time constant of charging RC c...
Circuit Theory in the Lab: Series & Parallel Capacitance
มุมมอง 1.6K3 หลายเดือนก่อน
🔬🔌 Join us in this video as we explore Capacitance and Capacitors in Electronic Circuits. Learn how to measure capacitance as well as how to calculate series and parallel capacitance. Understanding these concepts is crucial for beginners in electronics. Let's make abstract circuit ideas easy to understand together! 💡⚙️📏 Timestamps: 00:00 Introduction 02:05 Measuring Capacitance 04:18 Series and...
Circuit Theory in the Lab: Capacitance
มุมมอง 2373 หลายเดือนก่อน
🔬🔌 Join us in this video as we explore Capacitance and Capacitors in Electronic Circuits. Learn what a capacitor is and what makes it up, how a capacitor works, units of capacitance and the different types of capacitors. Understanding these concepts is crucial for beginners in electronics. Let's make abstract circuit ideas easy to understand together! 💡⚙️📏 Timestamps: 00:00 Introduction 00:55 W...
PyPDF2-Merging PDFs with Python!
มุมมอง 443 หลายเดือนก่อน
Unlock the power of PyPDF2 with this guide and tutorial! Load and merge PDFs for further processing 📄📝🏢. 🧑🏻‍💻Code: github.com/amnahhebrahim/PyPDF2-Projects/blob/main/Merge_PDFs_with_the_help_of_PyPDF2.ipynb 📝 Tutorial Overview: In this tutorial, we will focus on building code that merges in single time or batch multiple pdfs together. Here's a breakdown of the topics we'll cover: In this articl...
Summarizing Emails with Hugging Face and Python
มุมมอง 1103 หลายเดือนก่อน
Unlock the power of IMAP protocol with this guide! Connect and load emails for further processing 📄📝🏢.This video is part of a mini-series that aims to explore Natural language processing through emails, stay tuned for the next video! 🧑🏻‍💻Code: github.com/amnahhebrahim/NLP-with-Emails-via-IMAP-Python-/blob/main/Connecting_to_your_Emails_via_IMAP_Pt_2_(Summarisation).ipynb 📝 Tutorial Overview: In...
Connecting to Emails via IMAP with Python
มุมมอง 7344 หลายเดือนก่อน
Unlock the power of IMAP protocol with this guide! Connect and load emails for further processing 📄📝🏢.This video is part of a mini-series that aims to explore Natural language processing through emails, stay tuned for the next video! 🧑🏻‍💻Code: github.com/amnahhebrahim/NLP-with-Emails-via-IMAP-Python-/blob/main/Connecting_to_your_Emails_vis_IMAP_(Python).ipynb 📝 Tutorial Overview: In this tutori...
Open-source OCR for Scanned PDFs: A Comprehensive Guide
มุมมอง 1614 หลายเดือนก่อน
Unlock OCR power with this guide! Convert scanned PDFs 📄 into editable text 📝, a key step in creating a paperless office 🏢. Perfect for anyone looking to digitize documents or streamline workflow. 🧑🏻‍💻Code: github.com/amnahhebrahim/OCR-Scanned-PDFs/blob/main/Open_source_OCR_for_Scanned_PDFs_Tutorial.ipynb 📝 Tutorial Overview: In this tutorial, we will focus on essential preprocessing techniques...
Circuit Theory in the Lab: Voltage Divider Rule (VDR)
มุมมอง 5324 หลายเดือนก่อน
Circuit Theory in the Lab: Voltage Divider Rule (VDR)
Circuit Theory in the Lab: Current Divider Rule (CDR)
มุมมอง 1K4 หลายเดือนก่อน
Circuit Theory in the Lab: Current Divider Rule (CDR)
Circuit Theory in the Lab: Measuring Voltage & Current in Series Circuits
มุมมอง 1.6K5 หลายเดือนก่อน
Circuit Theory in the Lab: Measuring Voltage & Current in Series Circuits
Circuit Theory in the Lab: Measuring Voltage & Current in Parallel Circuits
มุมมอง 4535 หลายเดือนก่อน
Circuit Theory in the Lab: Measuring Voltage & Current in Parallel Circuits
Circuit Theory in the Lab: Circuit Connections: Series & Parallel
มุมมอง 1.7K5 หลายเดือนก่อน
Circuit Theory in the Lab: Circuit Connections: Series & Parallel
Circuit Theory in the Lab: Resistors and Short Circuits
มุมมอง 3.2K5 หลายเดือนก่อน
Circuit Theory in the Lab: Resistors and Short Circuits
Circuit Theory in the Lab: Loops, Meshes, Nodes & Branches
มุมมอง 8K5 หลายเดือนก่อน
Circuit Theory in the Lab: Loops, Meshes, Nodes & Branches
Build Your Own Chatbot with Rasa Open Source | Entities & Slots-pt.1
มุมมอง 1446 หลายเดือนก่อน
Build Your Own Chatbot with Rasa Open Source | Entities & Slots-pt.1
Build your own chatbot with this simple command!
มุมมอง 326 หลายเดือนก่อน
Build your own chatbot with this simple command!
Build Your Own Chatbot with Rasa Open Source- A Gentle Introduction
มุมมอง 1.3K6 หลายเดือนก่อน
Build Your Own Chatbot with Rasa Open Source- A Gentle Introduction
Gentle Introduction to Global Point Cloud Registration using Open3D
มุมมอง 9346 หลายเดือนก่อน
Gentle Introduction to Global Point Cloud Registration using Open3D
Gentle Introduction to Point Cloud Registration using Open3D
มุมมอง 2K7 หลายเดือนก่อน
Gentle Introduction to Point Cloud Registration using Open3D
Tinkering with YDLidar: Setup of YDLidar's SDK on Raspberry Pi
มุมมอง 1.5K7 หลายเดือนก่อน
Tinkering with YDLidar: Setup of YDLidar's SDK on Raspberry Pi
Handling Missing Data with Pandas Pt.2
มุมมอง 97 หลายเดือนก่อน
Handling Missing Data with Pandas Pt.2
Handle Missing Data with Pandas-Pt.1
มุมมอง 237 หลายเดือนก่อน
Handle Missing Data with Pandas-Pt.1

ความคิดเห็น

  • @colekeircom
    @colekeircom 9 วันที่ผ่านมา

    Thank you Amnah. Having started my electronics journey way back in the 60s, videos like this would have been wonderful. I am also passionate about electronics and I still revisit the basics as one can always learn something new. Never reached the heights like you to become an engineer but I still love the subject. Many thanks again Amnah and I have subscribed to show my appreciation . Regards, Kieron.

    • @AmnahsLab
      @AmnahsLab 5 วันที่ผ่านมา

      Thank you, I really appreciate your kind words and your encouragement. It’s great that you’ve been revisiting concepts and basics as it’s always nice to see them in different perspectives to solidify your understanding even more.

  • @laxmividyaclasses9770
    @laxmividyaclasses9770 9 วันที่ผ่านมา

    thank you for this video

    • @AmnahsLab
      @AmnahsLab 7 วันที่ผ่านมา

      Glad you found it helpful!

  • @Reverend11dMEOW
    @Reverend11dMEOW 11 วันที่ผ่านมา

    I am buying several dozen different colour Sharpies, so I can do this. I am betting I will have better luck understanding. ;-) Thank You!

  • @roro4787
    @roro4787 26 วันที่ผ่านมา

    Thank you so much, this is such a well-made video. I will watch the complete playlist.

    • @AmnahsLab
      @AmnahsLab 21 วันที่ผ่านมา

      Glad it was helpful!

  • @ALL1POV
    @ALL1POV 27 วันที่ผ่านมา

    ❤❤❤

  • @tranhoang2930
    @tranhoang2930 27 วันที่ผ่านมา

    Hi Madam, Does Rasa pro free for production? thank you

  • @kenmichaels1842
    @kenmichaels1842 หลายเดือนก่อน

    As an electrical instructor, your info is correct, but it would benefit the viewer greatly to show this happening on a breadboard. Nice job, though

    • @AmnahsLab
      @AmnahsLab หลายเดือนก่อน

      Thank you for your feedback. I try my best to do that in other videos of the series. However, I will take this into consideration in future videos 👌

  • @Leedah7-hn7sg
    @Leedah7-hn7sg หลายเดือนก่อน

    How to make my chatbot in the Arabic language with rasa?

  • @adwaithkv9367
    @adwaithkv9367 หลายเดือนก่อน

    Thank you for the video

    • @AmnahsLab
      @AmnahsLab หลายเดือนก่อน

      Most welcome 🙏🏻

  • @AmnahsLab
    @AmnahsLab 2 หลายเดือนก่อน

    If you found the video "Circuit Theory in the Lab: Time Constants in RC Charging Circuits" and the video "Circuit Theory in the Lab: Time Constants in Discharging RC Circuits" useful then you may want to view the tutorial notes for these two videos over on Patreon! Happy learning! www.patreon.com/posts/circuit-theory-100430101?Link&

  • @AmnahsLab
    @AmnahsLab 2 หลายเดือนก่อน

    If you found the video "Circuit Theory in the Lab: Time Constants in RC Charging Circuits" and the video "Circuit Theory in the Lab: Time Constants in Discharging RC Circuits" useful then you may want to view the tutorial notes for these two videos over on Patreon! Happy learning! www.patreon.com/posts/circuit-theory-100430101?Link&

  • @-ethanhunt-5957
    @-ethanhunt-5957 2 หลายเดือนก่อน

    Your teaching is great.. Need your part 2 video

  • @gbhd4u276
    @gbhd4u276 2 หลายเดือนก่อน

    Great job, highly appreciated your presentation skill and best wishes on your technical journey..👍

    • @AmnahsLab
      @AmnahsLab 2 หลายเดือนก่อน

      Appreciate it and wishing you the same!

  • @mxb2432
    @mxb2432 2 หลายเดือนก่อน

    Good video! Very clear info. Thanks for sharing some knowledge! 👍🏽

    • @AmnahsLab
      @AmnahsLab 2 หลายเดือนก่อน

      Many thanks for your kind words!

  • @AmnahsLab
    @AmnahsLab 2 หลายเดือนก่อน

    If you found this video as "Circuit Theory in the Lab: Series & Parallel Capacitance" useful then you may want to view the tutorial notes over on Patreon! Happy learning! www.patreon.com/posts/circuit-theory-99868174?Link&

  • @AmnahsLab
    @AmnahsLab 2 หลายเดือนก่อน

    If you found this video as "Circuit Theory in the Lab: Capacitance" useful then you may want to view the tutorial notes over on Patreon! Happy learning! www.patreon.com/posts/circuit-theory-99868174?Link&

  • @AmnahsLab
    @AmnahsLab 2 หลายเดือนก่อน

    If you found this video useful then you may want to view the tutorial notes over on Patreon! Happy learning! www.patreon.com/posts/voltage-divider-99864268?Link&

  • @AmnahsLab
    @AmnahsLab 2 หลายเดือนก่อน

    If you found this video useful then you may want to view the tutorial notes over on Patreon! Happy learning! www.patreon.com/posts/voltage-divider-99864268?Link&

  • @glenmartin2437
    @glenmartin2437 2 หลายเดือนก่อน

    Thanks.

  • @user-wo1tm5wu1x
    @user-wo1tm5wu1x 2 หลายเดือนก่อน

    ننتضر اكمال السلسله +شرح جميل ومختصر 👏

  • @xila8861
    @xila8861 2 หลายเดือนก่อน

    اللهجه البحرينيه ما تتضيع 😂 ...موفقه المهندسه

  • @AmnahsLab
    @AmnahsLab 2 หลายเดือนก่อน

    If you found the video "Circuit Theory in the Lab: Measuring Voltage & Current in Parallel Circuits" useful then you may want to view the tutorial notes over on Patreon! Happy learning! 🥰 www.patreon.com/posts/voltmeters-in-99126679?Link&

  • @AmnahsLab
    @AmnahsLab 2 หลายเดือนก่อน

    If you found the video "Circuit Theory in the Lab: Measuring Voltage & Current in Series Circuits" useful then you may want to view the tutorial notes over on patreon! www.patreon.com/posts/voltmeters-in-99126679?Link& Happy learning! 🥰

  • @AmnahsLab
    @AmnahsLab 3 หลายเดือนก่อน

    If you found the video "Circuit Theory in the Lab: Circuit Connections: Series & Parallel" useful then you may want to view the tutorial notes over on Patreon! Happy learning! www.patreon.com/posts/circuit-theory-98847846?Link&

  • @AmnahsLab
    @AmnahsLab 3 หลายเดือนก่อน

    If you found the video "Circuit Theory in the Lab: Resistors and Short Circuits" useful then you may want to view the tutorial notes attached! Happy learning! www.patreon.com/posts/circuit-theory-94761649?Link&

  • @AmnahsLab
    @AmnahsLab 3 หลายเดือนก่อน

    If you found the video "Circuit Theory in the Lab: Loops, Meshes, Nodes & Branches" useful then you may want to view the tutorial notes attached over on patreon! 😍 Happy learning! www.patreon.com/posts/circuit-theory-98776129?Link&

  • @nouayoub9571
    @nouayoub9571 3 หลายเดือนก่อน

    Great video and useful too👍👍👍

  • @sitaraloth
    @sitaraloth 3 หลายเดือนก่อน

    Thank you so much for making these videos!!!!

    • @AmnahsLab
      @AmnahsLab 3 หลายเดือนก่อน

      I am glad you’re finding it useful 🙏🏻

  • @juanmanuelmillansanchez8165
    @juanmanuelmillansanchez8165 3 หลายเดือนก่อน

    Sick video, keep up with the great content!

    • @AmnahsLab
      @AmnahsLab 3 หลายเดือนก่อน

      Thank you 🙏🏻

  • @moayadmyro2091
    @moayadmyro2091 3 หลายเดือนก่อน

    I will support you sister 👍

    • @AmnahsLab
      @AmnahsLab 3 หลายเดือนก่อน

      I highly appreciate the support 🙏🏻

  • @ilhamiznithalaha3800
    @ilhamiznithalaha3800 4 หลายเดือนก่อน

    i couldnt install the ylidar library needed. it said directory not found although I followed every steps

  • @RaulVillaseca
    @RaulVillaseca 4 หลายเดือนก่อน

    Saludos desde Lima Perú, me suscribo a su canal

    • @AmnahsLab
      @AmnahsLab 4 หลายเดือนก่อน

      Gracias 🙏🏻

  • @vaasuvlogs1666
    @vaasuvlogs1666 4 หลายเดือนก่อน

    Subscribed 😊 ... useful information keeps updating such contents Thanks 👍

    • @AmnahsLab
      @AmnahsLab 4 หลายเดือนก่อน

      Glad you found it useful! Let me know what topics you’d like for me to look at next

    • @user-wt9lt5yb6l
      @user-wt9lt5yb6l 4 หลายเดือนก่อน

      Looking about electronics components explore like about capacitors, inductors, Diodes,MOSFET and transformer contents😊

  • @lycakito1814
    @lycakito1814 4 หลายเดือนก่อน

    Hey nice work, enjoying watching. You’re explaining really well, hope you keep going! 😅

    • @AmnahsLab
      @AmnahsLab 4 หลายเดือนก่อน

      Thank you for your kind words!

  • @ElectricalAndElectronics
    @ElectricalAndElectronics 4 หลายเดือนก่อน

    Very nice series

    • @AmnahsLab
      @AmnahsLab 4 หลายเดือนก่อน

      Glad you enjoyed it!

  • @ElectricalAndElectronics
    @ElectricalAndElectronics 4 หลายเดือนก่อน

    Thanks

    • @AmnahsLab
      @AmnahsLab 4 หลายเดือนก่อน

      Most welcome

  • @DA-_D_DA....._____....._____
    @DA-_D_DA....._____....._____ 4 หลายเดือนก่อน

    Great Video!! deserves millions of views. Keep going... All the best!!

    • @AmnahsLab
      @AmnahsLab 3 หลายเดือนก่อน

      Many thanks!

  • @eai-ydlidar9226
    @eai-ydlidar9226 5 หลายเดือนก่อน

    Hello, would you mind me to share your this video in the YDLIDAR official account, please?

    • @AmnahsLab
      @AmnahsLab 5 หลายเดือนก่อน

      Hello there, can you please contact me through my email (you'll find it in the description of this email)

  • @user-oj5es1oo5u
    @user-oj5es1oo5u 5 หลายเดือนก่อน

    Say i have a power supply not battery and i want to find the current it is provoding. Voltage i can find by direct pugging to its output i.e. parallel. How about current. Do i need to add resistor in series with output so that current can flow through it or do i directly plug the leads to output of p.s. but then isn't it becomes parallel to the output. Please help

    • @hishamguess5843
      @hishamguess5843 4 หลายเดือนก่อน

      Once you complete a path from your positive to negative terminals you will have a current path. This is why you do not short the terminals together as there will be a very high amount of current resulting not only in a short circuit but possibly a fire. You should understand Ohms Law: Current, measured in Amps represented by "I" , Voltage, measured in Volts represented by "E" or "V" and Resistance, measured in Ohms represented by "R". I = E / R, E = I × R, R= E / I To measure current, connect the probes of your ammeter in series. If you're not sure how to do that picture what would happen if you took a wire in your circuit and cut it. You could rejoin the two cut ends to complete your circuit but instead you will attach one end of the wire to one probe of your ammeter and the other end of wire to the other probe of your ammeter. This completes the circuit giving you a Amperage reading. Here's where I believe you're getting confused. Let's say you have a glass. Let's pretend the glass represents a 10VDC power source, fill your glass with water, the water will represent the current supplied by your power source. Now pick the cup up and turn it upside down. There goes all the current available. Your battery is now empty. So do you understand the analogy? Your circuit will supply the current you need but it will come at a cost.

  • @forgedwithsteel
    @forgedwithsteel 5 หลายเดือนก่อน

    nice video!

  • @user-rg2dn1ns1h
    @user-rg2dn1ns1h 5 หลายเดือนก่อน

    Doesn’t work. Cmake doesn’t install. Swig doesn’t install and there is no build directory inside YLidar-SDK Edit: I tried on my Ubuntu machine and it works but on my raspbery pi it doesn’t. Maybe it’s the os

    • @AmnahsLab
      @AmnahsLab 5 หลายเดือนก่อน

      It might as you stated just because of the OS. Try flashing the SD card with Ubuntu or Debian, as the GitHub repository only mentions the following in their installation guide: Ubuntu 18.04/16.04/14.04 LTS

  • @mehdimbb3622
    @mehdimbb3622 5 หลายเดือนก่อน

    Hi Can i measurment distance by device??

    • @AmnahsLab
      @AmnahsLab 21 วันที่ผ่านมา

      Do you mean LiDAR? Yes traditional lidar uses the time-of-flight (TOF) of unmodulated narrow light pulse echoes that are reflected from a target to measure distance

  • @chrsl3
    @chrsl3 5 หลายเดือนก่อน

    Is there also a possibility to train chatbots simply by feeding them with very many sample conversations?

    • @AmnahsLab
      @AmnahsLab 5 หลายเดือนก่อน

      Yes, you can edit the data files with different examples for the existing intents or even create new intents with different examples

  • @chrsl3
    @chrsl3 5 หลายเดือนก่อน

    thank you for the brilliant introduction

  • @emaadahmed2328
    @emaadahmed2328 5 หลายเดือนก่อน

    Will this work with normal RPI os (like bullseye) or do I have to flash ubuntu or Debian?

    • @AmnahsLab
      @AmnahsLab 5 หลายเดือนก่อน

      It’s better to play it safe and go for Ubuntu/Debian OS as the guide in GitHub mentions only the following: Ubuntu 18.04/16.04/14.04 LTS.

  • @JReinhoud
    @JReinhoud 5 หลายเดือนก่อน

    Wow, really the best videos to explain point cloud processing and registration I have found yet. I found one error though (if I understood everything correctly) @ 3:14 "to visualize the transformed source pointcloud together with the target pointcloud" which should be the other way around?

  • @user-oj5es1oo5u
    @user-oj5es1oo5u 5 หลายเดือนก่อน

    Next video when

    • @AmnahsLab
      @AmnahsLab 5 หลายเดือนก่อน

      Upcoming Friday

  • @armedjaquar
    @armedjaquar 5 หลายเดือนก่อน

    Damn! These videos are exactly what I need as a beginner!

    • @AmnahsLab
      @AmnahsLab 5 หลายเดือนก่อน

      Glad you found them useful!

  • @ChandrashekarCN
    @ChandrashekarCN 5 หลายเดือนก่อน

    💖💖💖💖

  • @user-jf2vm3qc8b
    @user-jf2vm3qc8b 5 หลายเดือนก่อน

    If I use a point cloud video other than the demo video, the registration is not done properly and I don't know why. Can you tell me why?

    • @AmnahsLab
      @AmnahsLab 5 หลายเดือนก่อน

      Hello there, do you mean the demo data?