Complete Data Analytics Portfolio Project | Learn How Data Analyst Work (Python + SQL)
Complete Data Analytics Portfolio Project | Learn How Data Analyst Work (Python + SQL)
Learn Data Analytics with Python from scratch by building a real, end-to-end project- from connecting a SQL database to Python, all the way to presenting business insights in a PowerPoint. This 3-hour hands-on tutorial covers the exact workflow used by Data Analysts, Business Intelligence Analysts, and Data Scientists in the industry, using 5 core Python libraries: sqlite3, pandas, numpy, matplotlib, and seaborn.
🔍 What You'll Learn:
✅ How to connect a SQL database to Python using sqlite3 and pandas
✅ How to import data using SQL queries directly in Python
✅ Data cleaning techniques — fixing data types, renaming columns, selecting relevant columns, quality checks (QC), and handling missing/null values
✅ Feature engineering — creating new calculated columns, data transformation, and filtering techniques
✅ Exploratory Data Analysis (EDA) — aggregation, group by, and pivot tables using pandas and numpy
✅ Data visualization using matplotlib and seaborn — building charts that actually tell a story
✅ How to summarize insights in a PowerPoint — key findings, next steps, and how to present this project on your resume
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❤️ Subscribe for more data analytics and jobs related videos.
Keep learning n keep growing 🚀
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📌 Download Project Resources:
👉Link1: https://drive.google.com/drive/folder...
👉Link2: https://www.rishabhnmishra.com/notes
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✨ Timestamps:
0:00:00 Intro
0:04:52 Project Setup
0:06:54 Import SQL Data
0:13:57 Data Cleaning
0:42:50 Feature Engineering
0:58:21 Data Analysis
1:38:00 Data Visualization using Matplotlib
1:55:22 Data Visualization using Seaborn
2:19:19 Pivot Table in Pandas Python
2:26:13 SQL in Pandas Python
2:36:40 Writing Data insights
✨ Congrats on completing this project! 🎉
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📣Lets Connect📣
✨ 50% Off on Personal Mentorship, use code: YTRNM50
👉 Personal Guidance: https://www.rishabhnmishra.com/
👉 Instagram: / rishabhnmishra
👉 LinkedIn: / rishabhnmishra
👉 Twitter: / rishabhnmishra
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✨ Complete Courses ✨
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✨ Hope you liked this video and learned something new :)
See you in next video, until then Bye-Bye! ✨
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