Pooja Pawar, PhD

From Queries to Reels: 10 Powerful Content Formats to Make Your Data Skills Go Viral on Instagram Let’s face it — data analytics, SQL, Power BI, and AI don’t exactly scream “Instagram-worthy,” right?

“From Queries to Reels: 10 Powerful Content Formats to Make Your Data Skills Go Viral on Instagram”

blog.stackademic.com/from-queries...

Turn ChatGPT into your personal tutor. From personalized learning plans to Socratic dialogue and roleplay mentoring, use it to dive deep, think critically, and truly master any subject you choose to learn.
#ChatGPT #AIlearning #Education #Productivity #ArtificialIntelligence #EdTech

5 Python Projects That Can Pay You from Day One: Turn Coding into Cash Most people think coding is all about landing a tech job or building the next Silicon Valley startup. But here’s the truth: you don’t need…

“5 Python Projects Ideas That Can Pay You from Day One: Turn Coding into Cash”

python.plainenglish.io/5-python-pro...

ChatGPT isn’t just a chatbot — it’s your assistant for writing, planning, data analysis, research, and creativity.

From brainstorming ideas to automating workflows with GPTs and plugins, this cheatsheet helps you use AI like a pro.

#ChatGPT #AItools #Productivity #Automation #OpenAI

Python’s power lies in its libraries. From NumPy and Pandas for data analysis, Matplotlib and Plotly for visualization, to TensorFlow, PyTorch, and Scikit-learn for machine learning—these tools turn ideas into real-world solutions. #Python #MachineLearning #DataScience #AI #Coding

Data cleaning is the backbone of reliable analysis. With Python’s pandas, you can handle missing values, drop duplicates, rename columns, filter rows, group data, and even merge DataFrames seamlessly. Clean data = clear insights. #Python #DataCleaning #Pandas #DataScience

SQL Data Types define how data is stored: Numeric (int, float), Character Strings (char, varchar), Unicode (nchar, ntext), Binary (binary, image), Date & Time (date, datetime), and Miscellaneous (xml, json).

Choosing the right type ensures efficiency!

#SQL #Database #DataEngineering #Tech

Python toolkit for Data Analysts

Pandas, NumPy, SciPy for data analysis, OS/Shutil/Glob/Pathlib for file handling, and Matplotlib/Seaborn/Bokeh for stunning visualizations. A complete set for turning raw data into insights!

#Python #DataAnalytics #DataScience #BigData #AI #MachineLearning

Mastering data structures is key to efficient programming.

From arrays & linked lists to trees & graphs, they shape how data is stored, accessed & optimized. Strong foundations here boost coding performance & problem-solving skills.

#DataStructures #Programming #Coding #Tech

To succeed in Data Science, master math (linear algebra, calculus, stats), programming (Python, R, SQL), databases, data wrangling, ML, DL, storytelling, visualization, big data & problem-solving.

These skills form the backbone of a data-driven career.

#DataScience #AI #ML #BigData #Python

26 Proven Ways to Build Passive Income in 2025!

From dividend stocks & rental property to YouTube, blogging, RElTs, dropshipping & more.

Small steps today can create big financial freedom tomorrow.

#Passivelncome #FinancialFreedom #SideHustle #Investing #WealthBuilding

DSA Roadmap to crack coding interviews! Start with basics → Data Structures → Searching/Sorting → Trees & Graphs → Recursion → Advanced DS & Algorithms → Problem Solving → Projects. Master this path & land your dream job!

#DSA #Coding #Programming #LeetCode #100DaysOfCode #TechCareers #Algorithms

Top 100 Websites for Data Science

From learning platforms & datasets to visualization tools, coding libraries, research papers & job boards.

#DataScience #MachineLearning #AI #BigData #Analytics #Python #PowerBI #SQL #DeepLearning #DataVisualization #DataAnalytics #Statistics #Programming

SQL made simple!
From DDL to DML, TCL, DCL & DQL—every query type has its role.
Master commands like CREATE, INSERT, UPDATE & SELECT to unlock the true power of databases.

#SQL #DataAnalytics #Database #BigData #DataScience #DataEngineer #Coding #Programming #BusinessIntelligence #Analytics

Pandas Cheatsheet- Data Analysis Essentials

#Python #Pandas #DataScience #BusinessIntelligence
#DataAnalytics #MachineLearning
#Artificiallntelligence #Developers #DataAnalyst #Coding #ProgrammingLanguage #CheatSheets

Python Interview Shortcuts Cheatsheet

#Python #DataScience #BusinessIntelligence #DataAnalytics #MachineLearning
#Artificiallntelligence #Developers #DataAnalyst #ProgrammingLanguage #Coding #CheatSheets

12 Essential Data Cleaning Techniques

#DataCleaning #DataAnalytics #DataScience #BusinessIntelligence #Analytics #DataQuality

10 must-know DataAnalysis concepts for beginners

#DataScience #Analytics #BigData #DataDriven #MachineLearning #Statistics #DataVisualization #BusinessIntelligence #DataEthics #EDA #PredictiveAnalytics #DataQuality #DescriptiveAnalytics #InferentialStatistics #DecisionMaking #DataPrivacy

Python One-Liner Tricks Cheatsheet

#Python #DataScience #BusinessIntelligence #DataAnalytics #MachineLearning
#Artificiallntelligence #Developers #DataAnalyst #ProgrammingLanguage #Coding #CheatSheets #Project

Python EDA Cheatsheet

#Python #DataScience #BusinessIntelligence #DataAnalytics #MachineLearning #Artificialintelligence #Developers #DataAnalyst #ProgrammingLanguage #Coding #CheatSheets

Top Python Projects for 2025

#Python #DataScience #BusinessIntelligence #DataAnalytics #MachineLearning
#Artificiallntelligence #Developers #DataAnalyst #ProgrammingLanguage #Coding #CheatSheets

Python Interview – Day 1

Q: How to read large CSVs in parallel?
A: Use Dask instead of Pandas. It supports parallel processing & handles datasets bigger than memory. Ideal for speeding up large data workflows.

#Python #DataScience #DataEngineering #PythonInterview #TechTips #Analytics #ML #AI

Python Commands for Data Cleaning

#Python #DataCleaning #DataAnalytics #DataScientists #MachineLearning #ArtificialIntelligence #DataAnalysis

Remote Work is the Future of Work!

Looking to work from anywhere in 2025?
Whether you're aiming for freelance gigs, full-time remote roles, or side hustles, these platforms can help you land your dream job!

#RemoteJobs #Remotetechjobs #Remoteitjobs #Workfromhome

SQL Interview Focus Areas (based on 1500+ real questions):

- Basic Functions – 38%
- Joins & Set Operations – 22%
- Window Functions – 15%
- Subqueries & CTEs – 12%

Master these first to crack top company interviews.

#SQL #DataAnalytics #InterviewPrep #DataScience #SQLInterview #TechCareers

New to Python? This one-image cheat sheet covers it all — from basic commands and control structures to exception handling, file operations, decorators & more.

A perfect quick-start guide for beginners and a sharp refresher for pros!

#Python #Coding #100DaysOfCode
#LearnToCode

Data Science Sandwich

#Python #R #Statistics #Mathematics #EDA #PowerBI #Tableau #DataScience #DataCleaning #DataVisualization

R or Python for data analysis?

- R shines in stats & academia
- Python leads in ML & industry use

Choose the tool that fits your goals, not the trend.

#DataAnalysis #Python #RStats #DataScience #Analytics #ML

The coding journey starts with confusion, demands consistency, tests your patience and rewards your dedication.

One day, it clicks—and you realize how far you’ve come. Keep showing up.

Keep building.

Growth is happening.

#Coding #LearnToCode #Tech

Want to build your Python portfolio?

Try these 7 real-world projects:
- Music Recommender
- Email Spam Filter
- Home Price Prediction
- Fake News Detector
- Chatbot
- Stock Scraper
- Credit Card Approval

#Python #DataScience #MachineLearning #CodingProjects #Portfolio