shafaq-aslam / data-analytics-dairy

A comprehensive repository for Data Analytics learning and projects. It includes MySQL, Python, Power BI, Tableau, and Excel. The goal is to analyze data, generate insights, and create compelling visualizations for real-world datasets.

Repository from Github https://github.comshafaq-aslam/data-analytics-dairyRepository from Github https://github.comshafaq-aslam/data-analytics-dairy

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πŸ“ˆ Data Analytics Diary

My personal journey into the world of data-driven decision making πŸš€


🧠 About This Repository

Welcome to my Data Analytics Diary β€” a comprehensive repository for learning and practicing Data Analytics using a blend of industry-leading tools:

  • πŸ—„οΈ MySQL: Querying and managing structured data
  • 🐍 Python: Data cleaning, wrangling, and analysis
  • πŸ“Š Power BI & Tableau: Building interactive dashboards & visual storytelling
  • πŸ“— Excel: Quick analysis and spreadsheet-based models
  • ☁️ Azure & AWS: Exploring cloud platforms for data storage, pipelines, and services

πŸŽ“ Learning Resources

This journey is powered by the Data Analyst Bootcamp by Alex The Analyst β€” a beginner-friendly YouTube playlist that covers:

  • SQL fundamentals
  • Python for Data Analytics
  • Excel dashboards
  • Tableau & Power BI visualizations
  • Introduction to cloud platforms
  • Tips on Using Linkedin to land a job
  • Resume and portfolio building tips

πŸ“Ί Highly recommended for aspiring data analysts!


🧩 Skills & Tools Covered

  • βœ… SQL Queries (JOINs, Aggregations, Subqueries)
  • βœ… Data Wrangling with Pandas
  • βœ… Exploratory Data Analysis (EDA)
  • βœ… KPI Dashboards & Visualizations
  • βœ… Business Intelligence Reports
  • βœ… Cloud-based tools (Azure & AWS)
  • βœ… Real-world dataset projects

πŸ—‚οΈ Folder Structure

Each tool's folder contains:

  • πŸ“˜ Practice tasks
  • πŸ“Š Project files & screenshots
  • πŸ“ Notes, queries, and scripts

πŸ” Example Projects

  • 🏒 Sales Analysis Dashboard
  • πŸ“¦ Supply Chain Optimization
  • 🧾 Customer Churn Analysis
  • πŸ’Έ Financial KPI Reporting
  • πŸŽ“ Student Performance Insights

🌱 Why This Diary?

To track my learning journey, reinforce concepts, and showcase real-world problem-solving using data.
If you're learning analytics too β€” feel free to explore, fork, or drop a ⭐!

πŸ’¬ β€œWithout data, you're just another person with an opinion.” β€” W. Edwards Deming


πŸ“Œ Tags for SEO

data-analytics python mysql sql powerbi tableau excel data-visualization kpi-dashboard eda real-world-data data-analysis-projects business-intelligence analytics-portfolio

About

A comprehensive repository for Data Analytics learning and projects. It includes MySQL, Python, Power BI, Tableau, and Excel. The goal is to analyze data, generate insights, and create compelling visualizations for real-world datasets.