Machine Learning Project Deployment Tutorial in Bangla | Complete End to End ML Project (11 Hours +)
🚀 Welcome to Inception BD!
In this 11 hours 23 minutes long live class, you’ll learn End to End Machine Learning Project Implementation in Bangla — 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 you’re a beginner or want to master ML deployment, this full course covers everything you need to become a confident Machine Learning Engineer!
📢 Follow Inception BD for more information:
🌐 Website: https://inceptionbd.com/
🧠 What You’ll Learn in This Video
✅ Introduction to Machine Learning
✅ Data Collection & Cleaning
✅ Exploratory Data Analysis (EDA)
✅ Feature Engineering & Data Preprocessing
✅ Model Building (with Scikit-Learn & Python)
✅ Model Evaluation & Optimization
✅ Saving & Loading ML Models
✅ Flask / FastAPI Deployment
✅ Cloud Deployment (Render / AWS / Heroku)
✅ Smart Deployment Tips & Best Practices
This is a real-life End to End ML Project — implemented completely in Bangla for easy understanding.
By the end of this video, you’ll have a fully deployed ML project you can showcase in your portfolio or resume!
💻 Technologies Used
Python
Pandas, NumPy, Matplotlib, Scikit-learn
Flask / FastAPI
GitHub
Cloud Deployment Platforms
🎯 Who This Video Is For
✅ Students learning Machine Learning in Bangla
✅ Data Science & AI Enthusiasts
✅ Beginners who want to build real ML projects
✅ Anyone looking to deploy ML models professionally
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