Invoice Intelligence Machine Learning Project | Python + SQL + Scikit-Learn + Deployment

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Build a real Machine Learning project you can show in interviews not just a notebook. This end-to-end ML system covers data preprocessing, model training, Streamlit UI, and production deployment with Python & Scikit-Learn.

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📌 This video is for you if:
– You’re a data science job seeker building a portfolio
– You’re an intermediate Python learner ready for real ML projects
– You want a resume-ready project that impresses in ML interviews
– You’re moving toward a Data Scientist or ML Engineer role

In this video, we cover:
– Data Preprocessing & Feature Engineering using Python and SQL
– Model Training & Hyperparameter Tuning using Scikit-Learn
– Building a Modern UI with Streamlit
– Model Deployment and Production Best Practices

⏱️ Timestamps:
00:00 – Why End-to-End Projects matter for your Resume
01:09 – Project Overview & Business Problem
03:58 – Regression Model Training
30:56 – Classification Model Training
01:03:53 – Streamlit App UI Development

🛠️ Tools & Tech Used: Python | Scikit-learn | Pandas | NumPy | Streamlit | GitHub

📌 Resources & Links
📂 Complete Code: https://topmate.io/ayushi_mishra/page/lAKgi0wOpY
📊 Free Dataset Used: https://topmate.io/ayushi_mishra/1981139

🔥 Job Preparation and Interview Guide: https://topmate.io/ayushi_mishra/page/62xps5j5IH
🔥 Book 1:1 call with me (Career Guidance, Resume Review, LinkedIn Profile Review) : https://topmate.io/ayushi_mishra/133733
🔥 7+Data Analysis Portfolio Ready Projects Resources: https://topmate.io/ayushi_mishra

Follow me on:
✅LinkedIn: https://www.linkedin.com/in/ayushi-mishra-30813b174
✅Instagram: https://www.instagram.com/techie.data/

🎥 Watch Next:
📌 Complete Data Cleaning (Python): https://youtu.be/ZX8vmcSTCrc
📌 Machine Learning Full Course: https://youtu.be/RAniuQEl10s
📌 Statistics Full Course: https://youtu.be/S7LvZZNq4ys
📌 Upload Any Project on Github using Git Commands: https://youtu.be/_x-ripC0_LI

#MachineLearning #Python #DataScience

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