Machine Learning

Topics:

Statistics
Data Manipulation & Visualisa...
- Practical Tutorial on Data Manipulation with Numpy and Pandas in Python
Machine Learning Algorithms
- Beginners Guide to Regression Analysis and Plot Interpretations
- Practical Guide to Logistic Regression Analysis in R
- Practical Tutorial on Random Forest and Parameter Tuning in R
- Practical Guide to Clustering Algorithms & Evaluation in R
- Beginners Tutorial on XGBoost and Parameter Tuning in R
- Deep Learning & Parameter Tuning with MXnet, H2o Package in R
- Decision Tree
Advanced Techniques
Machine Learning Projects
- Practical Machine Learning Project in Python on House Prices Data
Challenges Winning Approach
Transfer Learning
- Transfer Learning Introduction

Practical Guide to Logistic Regression Analysis in R

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