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.
๐ What You'll Learn:
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How to connect a SQL database to Python using sqlite3 and pandas
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How to import data using SQL queries directly in Python
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Data cleaning techniques โ fixing data types, renaming columns, selecting relevant columns, quality checks (QC), and handling missing/null values
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Feature engineering โ creating new calculated columns, data transformation, and filtering techniques
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Exploratory Data Analysis (EDA) โ aggregation, group by, and pivot tables using pandas and numpy
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Data visualization using matplotlib and seaborn โ building charts that actually tell a story
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How to summarize insights in a PowerPoint โ key findings, next steps, and how to present this project on your resume
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Keep learning n keep growing ๐
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โจ 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
โจ Congrats on completing this project! ๐
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๐ฃLets Connect๐ฃ
โจ 50% Off on Personal Mentorship, use code: YTRNM50
๐ Personal Guidance: https://www.rishabhnmishra.com/
๐ Instagram: https://www.instagram.com/rishabhnmishra/
๐ LinkedIn: https://www.linkedin.com/in/rishabhnmishra/
๐ Twitter: https://twitter.com/rishabhnmishra
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๐ Download Project Resources: https://www.rishabhnmishra.com/notes
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โจ Complete Courses โจ
๐ข Excel Tutorial in one Video:
https://www.youtube.com/watch?v=OX-iyb-21tk
๐ข SQL Tutorial in one Video:
https://www.youtube.com/watch?v=On9eSN3F8w0
๐ข Power Bi Tutorial in one Video:
https://www.youtube.com/watch?v=6cV3OwFrOkk
๐ข Python Tutorial playlist: https://www.youtube.com/watch?v=8JzOl9MLp4s&list=PLdOKnrf8EcP384Ilxra4UlK9BDJGwawg9
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โจ Hope you liked this video and learned something new :)
See you in next video, until then Bye-Bye! โจ
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