Pooja Pawar, PhD
@pawarpooja03.bsky.social
Data Analyst | Exploring Data Science, ML & AI |
Simplifying data | Sharing insights | Learning out loud.
Simplifying data | Sharing insights | Learning out loud.
The 5 Stages of the Data Analysis Lifecycle can change your entire learning journey. Define your starting point, focus on core stages, ask the right questions, build real projects, and choose a framework that keeps you consistent. Your growth is your best story. #DataAnalytics
December 5, 2025 at 9:39 PM
The 5 Stages of the Data Analysis Lifecycle can change your entire learning journey. Define your starting point, focus on core stages, ask the right questions, build real projects, and choose a framework that keeps you consistent. Your growth is your best story. #DataAnalytics
Every analyst should know the data cleaning workflow: handle missing data, remove duplicates, standardize formats, treat outliers, scale & encode, and validate datasets. Clean data ensures accurate insights and reliable models.
#DataCleaning #DataAnalytics #Python #SQL #Excel
#DataCleaning #DataAnalytics #Python #SQL #Excel
December 3, 2025 at 9:18 AM
Every analyst should know the data cleaning workflow: handle missing data, remove duplicates, standardize formats, treat outliers, scale & encode, and validate datasets. Clean data ensures accurate insights and reliable models.
#DataCleaning #DataAnalytics #Python #SQL #Excel
#DataCleaning #DataAnalytics #Python #SQL #Excel
Data cleaning is key for every analyst: explore datasets, handle missing data, remove duplicates, fix formatting, manage outliers, and validate results. Clean data = accurate insights and better decisions. #DataCleaning #DataAnalytics #Python #SQL #Excel #DataScience
November 21, 2025 at 3:44 AM
Data cleaning is key for every analyst: explore datasets, handle missing data, remove duplicates, fix formatting, manage outliers, and validate results. Clean data = accurate insights and better decisions. #DataCleaning #DataAnalytics #Python #SQL #Excel #DataScience
Choosing the right tool starts with understanding your data. Structured data works best with Excel, SQL, or Python depending on scale. Focus on tools that match your goals instead of learning everything at once.
#DataAnalytics #SQL #Excel #Python #DataScience #AnalyticsCareer #LearningStrategy
#DataAnalytics #SQL #Excel #Python #DataScience #AnalyticsCareer #LearningStrategy
November 19, 2025 at 7:59 PM
Choosing the right tool starts with understanding your data. Structured data works best with Excel, SQL, or Python depending on scale. Focus on tools that match your goals instead of learning everything at once.
#DataAnalytics #SQL #Excel #Python #DataScience #AnalyticsCareer #LearningStrategy
#DataAnalytics #SQL #Excel #Python #DataScience #AnalyticsCareer #LearningStrategy
These Excel shortcuts save hours every month. Filters in one click, jump across data instantly, select rows or columns in seconds, paste values fast, repeat actions with F4 and insert today’s date instantly. Small shortcuts, big productivity.
#Excel #DataAnalysis #Productivity
#Excel #DataAnalysis #Productivity
November 17, 2025 at 3:23 PM
These Excel shortcuts save hours every month. Filters in one click, jump across data instantly, select rows or columns in seconds, paste values fast, repeat actions with F4 and insert today’s date instantly. Small shortcuts, big productivity.
#Excel #DataAnalysis #Productivity
#Excel #DataAnalysis #Productivity
The data analysis journey becomes easier when you break it into stages—learn the basics, build real projects, and showcase your work with confidence. Small wins turn into real expertise when you stay consistent every week.
#DataAnalytics #SQL #Excel #PowerBI #Python #DataScience
#DataAnalytics #SQL #Excel #PowerBI #Python #DataScience
November 13, 2025 at 11:48 AM
The data analysis journey becomes easier when you break it into stages—learn the basics, build real projects, and showcase your work with confidence. Small wins turn into real expertise when you stay consistent every week.
#DataAnalytics #SQL #Excel #PowerBI #Python #DataScience
#DataAnalytics #SQL #Excel #PowerBI #Python #DataScience
100 ChatGPT Tips you wish you knew earlier — from smart frameworks like LOOP & TRACE to shortcuts, extensions, and creative use cases.
Whether you’re a writer, coder, or designer, this cheatsheet helps you get more done in less time.
#ChatGPT #AItools #Productivity #PromptEngineering #OpenAI
Whether you’re a writer, coder, or designer, this cheatsheet helps you get more done in less time.
#ChatGPT #AItools #Productivity #PromptEngineering #OpenAI
October 18, 2025 at 7:40 PM
100 ChatGPT Tips you wish you knew earlier — from smart frameworks like LOOP & TRACE to shortcuts, extensions, and creative use cases.
Whether you’re a writer, coder, or designer, this cheatsheet helps you get more done in less time.
#ChatGPT #AItools #Productivity #PromptEngineering #OpenAI
Whether you’re a writer, coder, or designer, this cheatsheet helps you get more done in less time.
#ChatGPT #AItools #Productivity #PromptEngineering #OpenAI
This ChatGPT Complete Cheatsheet is your ultimate productivity booster — learn how to act as any role, create tasks, set restrictions, and use smart prompts for developers, marketers, and designers. Save time, write better, and work smarter.
#ChatGPT #AItools #Productivity #PromptEngineering #OpenAI
#ChatGPT #AItools #Productivity #PromptEngineering #OpenAI
October 9, 2025 at 8:25 PM
This ChatGPT Complete Cheatsheet is your ultimate productivity booster — learn how to act as any role, create tasks, set restrictions, and use smart prompts for developers, marketers, and designers. Save time, write better, and work smarter.
#ChatGPT #AItools #Productivity #PromptEngineering #OpenAI
#ChatGPT #AItools #Productivity #PromptEngineering #OpenAI
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
#ChatGPT #AIlearning #Education #Productivity #ArtificialIntelligence #EdTech
October 8, 2025 at 3:41 PM
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
#ChatGPT #AIlearning #Education #Productivity #ArtificialIntelligence #EdTech
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
From brainstorming ideas to automating workflows with GPTs and plugins, this cheatsheet helps you use AI like a pro.
#ChatGPT #AItools #Productivity #Automation #OpenAI
October 6, 2025 at 7:18 AM
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
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
October 5, 2025 at 9:16 PM
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
October 4, 2025 at 3:07 PM
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
Choosing the right type ensures efficiency!
#SQL #Database #DataEngineering #Tech
September 12, 2025 at 5:33 PM
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
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
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
September 10, 2025 at 8:48 PM
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
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
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
September 8, 2025 at 9:00 PM
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
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
These skills form the backbone of a data-driven career.
#DataScience #AI #ML #BigData #Python
September 7, 2025 at 9:55 PM
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
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
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
September 1, 2025 at 3:55 PM
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
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
#DSA #Coding #Programming #LeetCode #100DaysOfCode #TechCareers #Algorithms
August 31, 2025 at 6:56 AM
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
#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
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
August 29, 2025 at 9:38 PM
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
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
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
August 28, 2025 at 7:53 PM
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
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 #Pandas #DataScience #BusinessIntelligence
#DataAnalytics #MachineLearning
#Artificiallntelligence #Developers #DataAnalyst #Coding #ProgrammingLanguage #CheatSheets
August 21, 2025 at 8:11 AM
Pandas Cheatsheet- Data Analysis Essentials
#Python #Pandas #DataScience #BusinessIntelligence
#DataAnalytics #MachineLearning
#Artificiallntelligence #Developers #DataAnalyst #Coding #ProgrammingLanguage #CheatSheets
#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
#Python #DataScience #BusinessIntelligence #DataAnalytics #MachineLearning
#Artificiallntelligence #Developers #DataAnalyst #ProgrammingLanguage #Coding #CheatSheets
August 15, 2025 at 7:16 AM
Python Interview Shortcuts Cheatsheet
#Python #DataScience #BusinessIntelligence #DataAnalytics #MachineLearning
#Artificiallntelligence #Developers #DataAnalyst #ProgrammingLanguage #Coding #CheatSheets
#Python #DataScience #BusinessIntelligence #DataAnalytics #MachineLearning
#Artificiallntelligence #Developers #DataAnalyst #ProgrammingLanguage #Coding #CheatSheets
12 Essential Data Cleaning Techniques
#DataCleaning #DataAnalytics #DataScience #BusinessIntelligence #Analytics #DataQuality
#DataCleaning #DataAnalytics #DataScience #BusinessIntelligence #Analytics #DataQuality
August 14, 2025 at 9:20 AM
12 Essential Data Cleaning Techniques
#DataCleaning #DataAnalytics #DataScience #BusinessIntelligence #Analytics #DataQuality
#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
#DataScience #Analytics #BigData #DataDriven #MachineLearning #Statistics #DataVisualization #BusinessIntelligence #DataEthics #EDA #PredictiveAnalytics #DataQuality #DescriptiveAnalytics #InferentialStatistics #DecisionMaking #DataPrivacy
August 13, 2025 at 3:32 PM
10 must-know DataAnalysis concepts for beginners
#DataScience #Analytics #BigData #DataDriven #MachineLearning #Statistics #DataVisualization #BusinessIntelligence #DataEthics #EDA #PredictiveAnalytics #DataQuality #DescriptiveAnalytics #InferentialStatistics #DecisionMaking #DataPrivacy
#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 #DataScience #BusinessIntelligence #DataAnalytics #MachineLearning
#Artificiallntelligence #Developers #DataAnalyst #ProgrammingLanguage #Coding #CheatSheets #Project
August 13, 2025 at 6:52 AM
Python One-Liner Tricks Cheatsheet
#Python #DataScience #BusinessIntelligence #DataAnalytics #MachineLearning
#Artificiallntelligence #Developers #DataAnalyst #ProgrammingLanguage #Coding #CheatSheets #Project
#Python #DataScience #BusinessIntelligence #DataAnalytics #MachineLearning
#Artificiallntelligence #Developers #DataAnalyst #ProgrammingLanguage #Coding #CheatSheets #Project