Machine-Learning-Using-Python
This repo contains the files created for machine learning using python
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APSSDC Multi-Skill Training Program
This repo contains the files created during the Multi Skill Training program. This training program divided into 3 parts:
- Level-1 Productivity Enhancement tools
- Level-2 Problem Solving using Python
- Level-3 Machine Learning with Python
Level-3 Machine Learning with Python
Supervised Learning
- Linear Regression Model Mathematically and using Sklearn
- Linear Regression Model by Spliting the data using Sklearn
- Multi Linear Regression on Fuel Consumption Dataset
- Polynomial Regression on Random Values
- Polynomial Regression on Boston Analysis
- Multi Class classification using Logistic Regression on Iris Dataset
- Binary Class classification using Logistic Regression on Titanic Dataset
- Decision Trees on Birds dataaset
- Random Forest Ensemble Classifier on Diabetes Dataset
- SVC on Mushroom dataset