Machine Learning Project Deployment Tutorial in Bangla | Complete End to End ML Project (11 Hours +)



๐Ÿš€ Welcome to Inception BD!
In this 11 hours 23 minutes long live class, youโ€™ll learn End to End Machine Learning Project Implementation in Bangla โ€” from data collection to model deployment. This is a complete practical tutorial where we build a real-world Machine Learning Project step by step in Bangla.

Whether youโ€™re a beginner or want to master ML deployment, this full course covers everything you need to become a confident Machine Learning Engineer!

๐Ÿ“ข Follow Inception BD for more information:
๐ŸŒ Website: https://inceptionbd.com/

๐Ÿง  What Youโ€™ll Learn in This Video
โœ… Introduction to Machine Learning
โœ… Data Collection & Cleaning
โœ… Exploratory Data Analysis (EDA)
โœ… Feature Engineering & Data Preprocessing
โœ… Model Building (with Scikit-Learn & Python)
โœ… Model Evaluation & Optimization
โœ… Saving & Loading ML Models
โœ… Flask / FastAPI Deployment
โœ… Cloud Deployment (Render / AWS / Heroku)
โœ… Smart Deployment Tips & Best Practices

This is a real-life End to End ML Project โ€” implemented completely in Bangla for easy understanding.
By the end of this video, youโ€™ll have a fully deployed ML project you can showcase in your portfolio or resume!

๐Ÿ’ป Technologies Used
Python
Pandas, NumPy, Matplotlib, Scikit-learn
Flask / FastAPI
GitHub
Cloud Deployment Platforms

๐ŸŽฏ Who This Video Is For
โœ… Students learning Machine Learning in Bangla
โœ… Data Science & AI Enthusiasts
โœ… Beginners who want to build real ML projects
โœ… Anyone looking to deploy ML models professionally

๐Ÿ“ข Follow us on Social Media:
๐Ÿ”— Our Automation Channel:- https://www.youtube.com/@inceptionautomation
๐Ÿ”— Our Facebook Page:- https://www.facebook.com/inceptionforfuture
๐Ÿ”—Our Facebook Group:- https://www.facebook.com/groups/inceptionforall
๐Ÿ”—Our LinkedIn:- https://bd.linkedin.com/company/inceptionbd
๐Ÿ”—Our Telegram Channel:- https://t.me/inception_bd
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๐ŸŽฏ Gmail:- [email protected]

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