You need to calculate the average sales per region from a Pandas DataFrame. Which method would you use?
Anonymous Quiz
65%
A. df.groupby("Region").mean()
24%
B. df["Sales"].sum()
6%
C. df.pivot_table()
6%
D. df.sort_values("Region")
❤2
Master Python Packages & Libraries in this step-by-step tutorial!
Whether you're a beginner or looking to improve your Python projects, this video is for you! - Ivy Professional School
Watch Now:- https://youtu.be/3w1UYn3MAGU
Whether you're a beginner or looking to improve your Python projects, this video is for you! - Ivy Professional School
Watch Now:- https://youtu.be/3w1UYn3MAGU
YouTube
Python Packages and Libraries Explained | Beginner Friendly Guide | IvyProSchool
This video will help you clearly understand the difference between Python packages and libraries, with step-by-step examples to create your own package using Python modules. Ideal for Python beginners and coding students who want to improve their project…
You have monthly CSVs with the same columns. Which Power Query action stacks them?
Anonymous Quiz
42%
A. Append Queries
58%
B. Merge Queries
0%
C. Group By
0%
D. Reference
In this video, Rohan Mondal, a student at Ivy Professional School,
takes us through his Spotify User Skip Behavior Dashboard built in Excel.
Here's what you'll discover:
→ Analyzing 11 years of Spotify streaming data
→ Exploring patterns across different days, hours, devices, and modes
→ Visualizing skips, playback activity, and mood-based listening behavior
Watch Now: https://youtu.be/aqvCyP5LExM
Dive into data-driven insights and explore the power of Excel in real-world applications.
takes us through his Spotify User Skip Behavior Dashboard built in Excel.
Here's what you'll discover:
→ Analyzing 11 years of Spotify streaming data
→ Exploring patterns across different days, hours, devices, and modes
→ Visualizing skips, playback activity, and mood-based listening behavior
Watch Now: https://youtu.be/aqvCyP5LExM
Dive into data-driven insights and explore the power of Excel in real-world applications.
YouTube
Spotify Skip Behavior Analysis | Exploring Skip Trends & Playback Patterns with Excel Dashboards
In this video, Rohan Mandal takes you through an in-depth analysis of user skip behavior on Spotify using an Excel dashboard. With data spanning over 11 years, he uncovers valuable insights into how users interact with the platform, including when they skip…
Learn how to automate #SQL queries using #Python!
In this video, Nawid walks you through the steps to connect #Python to #MySQL,
write #SQL queries, and automate them using Python scripts.
→ Set up your Python environment
→ Install essential libraries like Pandas & SQLAlchemy
→ Automate SQL queries to save time and boost productivity
Watch Now: https://youtu.be/TEjSRYSXRYg
Make sure to Like, Share and Subscribe Ivy's Youtube Channel - https://www.youtube.com/@ivyproschool
In this video, Nawid walks you through the steps to connect #Python to #MySQL,
write #SQL queries, and automate them using Python scripts.
→ Set up your Python environment
→ Install essential libraries like Pandas & SQLAlchemy
→ Automate SQL queries to save time and boost productivity
Watch Now: https://youtu.be/TEjSRYSXRYg
Make sure to Like, Share and Subscribe Ivy's Youtube Channel - https://www.youtube.com/@ivyproschool
YouTube
How to Automate SQL Queries Using Python | Schedule SQL Scripts with Task Scheduler
In this tutorial, you'll learn how to automate SQL queries using Python and schedule them to run daily using Windows Task Scheduler. Whether you're a data analyst or backend developer, this video will help you streamline your workflow and save time on repetitive…
Your data has a story.
It’s time you learned how to tell it.
Most dashboards look pretty.
Few actually guide decisions.
That’s where narrative dashboards win. 🤩
In this bootcamp , we show how to:
→ Turn raw visuals into clear insights
→ Build PowerBI dashboards that tell stories
→ Create headlines that drive decisions
Watch the full session now on https://www.youtube.com/live/FQqohKEdXJA
It’s time you learned how to tell it.
Most dashboards look pretty.
Few actually guide decisions.
That’s where narrative dashboards win. 🤩
In this bootcamp , we show how to:
→ Turn raw visuals into clear insights
→ Build PowerBI dashboards that tell stories
→ Create headlines that drive decisions
Watch the full session now on https://www.youtube.com/live/FQqohKEdXJA
YouTube
Data Storytelling in Power BI | Narrative Dashboards Made Simple | Live Bootcamp
Learn how to design powerful narrative dashboards in Power BI that drive data storytelling and decision-making. This hands-on workshop, led by BI expert Ishani from IvyProSchool, walks you through real-world examples, effective charting, and DAX functions…
❤1
This Navratri, let your career dance forward → not pause.
Opportunities don’t wait. Why should you?
Level up with Data & AI courses at Ivy Professional School
Celebrate growth, celebrate learning.
ivyproschool.com
Opportunities don’t wait. Why should you?
Level up with Data & AI courses at Ivy Professional School
Celebrate growth, celebrate learning.
ivyproschool.com
What does the #SPILL! error indicate?
Anonymous Quiz
60%
A. Spill range blocked
30%
B. Divide by zero
0%
C. Name not found
10%
D. Type mismatch
A big milestone unlocked → 25,000 subscribers 🎉
This wouldn’t have been possible without you.
Your support keeps us inspired to create more content around AI, Data Science & career growth.
Stay tuned for insights, resources & learning opportunities → Ivy Professional School
Thank you for being part of this journey with us!
Check out our official page - https://www.youtube.com/@ivyproschool.
This wouldn’t have been possible without you.
Your support keeps us inspired to create more content around AI, Data Science & career growth.
Stay tuned for insights, resources & learning opportunities → Ivy Professional School
Thank you for being part of this journey with us!
Check out our official page - https://www.youtube.com/@ivyproschool.
In Power BI, what does the ALL() DAX function do when used inside a CALCULATE expression?
Anonymous Quiz
56%
A. Ignores filters on table/cols
38%
B. Returns only unique values
6%
C. Creates a blank filter context
0%
D. Forces relationships inactive
This Dhanteras, let’s celebrate a different kind of wealth.
The one that compounds over time → Knowledge at Ivy Professional School.
The smartest investment you can make is in learning skills that never lose their value — AI, Data, and beyond.
Wishing you prosperity, growth, and lifelong learning.
✨ Happy Dhanteras ✨
The one that compounds over time → Knowledge at Ivy Professional School.
The smartest investment you can make is in learning skills that never lose their value — AI, Data, and beyond.
Wishing you prosperity, growth, and lifelong learning.
✨ Happy Dhanteras ✨
Light your "learning flame", Shine with skills!
Ignite growth, every day!
This Diwali, don’t just light diyas — light up your career.
Because the brightest glow comes from the skills within.
At IVY Professional School, every spark of learning — Excel, SQL, Python, Power BI, AI — fuels your professional journey.
Your growth story deserves to shine, not flicker.
Stay bright, stay inspired. Shine more, glow deep.
Ignite growth, every day!
This Diwali, don’t just light diyas — light up your career.
Because the brightest glow comes from the skills within.
At IVY Professional School, every spark of learning — Excel, SQL, Python, Power BI, AI — fuels your professional journey.
Your growth story deserves to shine, not flicker.
Stay bright, stay inspired. Shine more, glow deep.
A billion hearts. One dream. 💙
Team #India’s women have done it — lifted the #ICC Women’s World Cup for the very first time!
From heartbreaks to history, this victory is more than just a win — it’s proof that when talent meets opportunity, barriers break. 🏆
At Ivy Professional School, we see the same spirit in every learner who dares to chase the next level — in #data, #AI, and beyond.
Here’s to women who code, lead, and now — conquer the world.
Let’s keep rewriting what’s possible.
Team #India’s women have done it — lifted the #ICC Women’s World Cup for the very first time!
From heartbreaks to history, this victory is more than just a win — it’s proof that when talent meets opportunity, barriers break. 🏆
At Ivy Professional School, we see the same spirit in every learner who dares to chase the next level — in #data, #AI, and beyond.
Here’s to women who code, lead, and now — conquer the world.
Let’s keep rewriting what’s possible.
👏1
Want to connect #PostgreSQL with #Python but not sure where to start? 🚀
This video walks you through the entire setup — from creating your database in PGAdmin to running live SQL queries in Jupyter Notebook.
→ Install #psycopg2
→ Connect using dbname, user, password, host & port
→ Run SELECT and INSERT queries
→ Commit, close & verify your data
Watch Now: https://youtu.be/KP_WWYTczDk?si=whwNQHmaIm_9LIq8
This video walks you through the entire setup — from creating your database in PGAdmin to running live SQL queries in Jupyter Notebook.
→ Install #psycopg2
→ Connect using dbname, user, password, host & port
→ Run SELECT and INSERT queries
→ Commit, close & verify your data
Watch Now: https://youtu.be/KP_WWYTczDk?si=whwNQHmaIm_9LIq8
YouTube
Connect PostgreSQL to Python Step-by-Step [Jupyter Notebook Tutorial]
In this tutorial, you'll learn how to seamlessly connect your PostgreSQL database to Python using the psycopg2 library. This step-by-step guide walks you through querying a PostgreSQL table using Python inside Jupyter Notebook, as well as how to fetch and…
New Batch Alert → AI for Product Managers 🚀
Whether you’re building digital products or scaling teams, understanding AI is now a must-have skill with Prateek Agrawal.
Learn to integrate tools like #Claude, #ChatGPT, #LangGraph, #OpenAPI & more...
→ all tailored for real-world product use cases.
Join the next batch
→ https://forms.gle/hC7dpzzhB4y4JUbF9
Limited seats left. Hurry Now.
Whether you’re building digital products or scaling teams, understanding AI is now a must-have skill with Prateek Agrawal.
Learn to integrate tools like #Claude, #ChatGPT, #LangGraph, #OpenAPI & more...
→ all tailored for real-world product use cases.
Join the next batch
→ https://forms.gle/hC7dpzzhB4y4JUbF9
Limited seats left. Hurry Now.
From learning #SQL & #Python to mastering data visualization
→ Suman Mondal’s journey shows what the right mentorship can do.
With guidance from Ivy Professional School’s expert mentors.
He grew his skills, transformed his analytics mindset, and achieved a 3.3x career growth.
Here’s to another inspiring success story that proves
→ learning analytics the right way opens doors to endless possibilities.
Watch our alumni stories here https://ivyproschool.com/alumni
→ Suman Mondal’s journey shows what the right mentorship can do.
With guidance from Ivy Professional School’s expert mentors.
He grew his skills, transformed his analytics mindset, and achieved a 3.3x career growth.
Here’s to another inspiring success story that proves
→ learning analytics the right way opens doors to endless possibilities.
Watch our alumni stories here https://ivyproschool.com/alumni
Ever wondered how #AI can automate real-world workflows? 👇
In our latest YouTube tutorial, we built an end-to-end #AI feedback agent — from scratch!
→ Collects user feedback
→ Analyzes sentiment (positive / neutral / negative)
→ Automatically sends personalized Gmail responses
Watch now:
https://youtu.be/elx-NMCbr5I?si=Ed459uuVmTboaXbj
In our latest YouTube tutorial, we built an end-to-end #AI feedback agent — from scratch!
→ Collects user feedback
→ Analyzes sentiment (positive / neutral / negative)
→ Automatically sends personalized Gmail responses
Watch now:
https://youtu.be/elx-NMCbr5I?si=Ed459uuVmTboaXbj
YouTube
Create an n8n AI Sentiment Agent — End-to-End Guide to Create AI Agent |
Build an end-to-end n8n AI sentiment agent from scratch. In this video you’ll create a feedback form, connect an OpenAI chat model to analyze sentiment, merge outputs, branch with a switch node (positive / neutral / negative), and automatically send Gmail…
Building tools that make real impact
→ that’s where the real thrill is.
Here’s a sneak peek into a smart Bill Generator app built using Python + Streamlit… and it’s surprisingly powerful.
Watch Now:
https://youtu.be/jNKbfi4INvA
→ that’s where the real thrill is.
Here’s a sneak peek into a smart Bill Generator app built using Python + Streamlit… and it’s surprisingly powerful.
Watch Now:
https://youtu.be/jNKbfi4INvA
YouTube
Python Billing App for Small Businesses | Automate Invoicing with Streamlit
Tired of manual billing errors and formatting issues? In this video, a student from Ivy Professional School showcases their powerful and intuitive Bill Generator App, built using Python and Streamlit.
✔️ Input shop & customer details
✔️ Add product details…
✔️ Input shop & customer details
✔️ Add product details…