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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๐ 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
โฑ๏ธ 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
๐ ๏ธ Tools & Tech Used: Python | Scikit-learn | Pandas | NumPy | Streamlit | GitHub
๐ Resources & Links
๐ Complete Code: https://topmate.io/ayushi_mishra/page/lAKgi0wOpY
๐ Free Dataset Used: https://topmate.io/ayushi_mishra/1981139
๐ฅ Job Preparation and Interview Guide: https://topmate.io/ayushi_mishra/page/62xps5j5IH
๐ฅ Book 1:1 call with me (Career Guidance, Resume Review, LinkedIn Profile Review) : https://topmate.io/ayushi_mishra/133733
๐ฅ 7+Data Analysis Portfolio Ready Projects Resources: https://topmate.io/ayushi_mishra
Follow me on:
โ
LinkedIn: https://www.linkedin.com/in/ayushi-mishra-30813b174
โ
Instagram: https://www.instagram.com/techie.data/
๐ฅ Watch Next:
๐ Complete Data Cleaning (Python): https://youtu.be/ZX8vmcSTCrc
๐ Machine Learning Full Course: https://youtu.be/RAniuQEl10s
๐ Statistics Full Course: https://youtu.be/S7LvZZNq4ys
๐ Upload Any Project on Github using Git Commands: https://youtu.be/_x-ripC0_LI
#MachineLearning #Python #DataScience
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