Machine learning projects
ML Projects Basics Repo: A repository containing foundational machine learning projects designed to help beginners understand core concepts. The repo includes hands-on examples, from data preprocessing to model training and evaluation, covering essential ML techniques and algorithms for practical learning.
Technologies:
- Python
- Supervised ML Algos
- Unsupervised ML Algos
Projects:
- Company profit prediction (Regression)
- Diwali sales analysis
- Hierarchicle clustering
- Kmeans clustering
- SVM (Supervised)
- Student score using KNN (Classification)
- Time series forecasting
- Real/Fake job listing (NLP + Classification)
- Text classification using bert
Skills I gained:
- Python
- Machine learning concepts and algos
- Working with data
- EDA, Feature engineering
- Scoring metrics