Applied Machine Learning & Data Science with Python, R and MATLAB
A list of Python, R and MATLAB Codes for Applied Machine Learning and Data Science https://setscholars.net/
7 Steps in Applied Machine Learning & Data Science: https://setscholars.net/tag/7-steps-in-data-science/
Learn by Coding Categories:
- Classification: https://setscholars.net/category/classification/
- Data Analytics: https://setscholars.net/category/data-analytics/
- Data Science: https://setscholars.net/category/data-science/
- Data Visualisation: https://setscholars.net/category/data-visualisation/
- Machine Learning Recipe: https://setscholars.net/category/machine-learning-recipe/
- Pandas: https://setscholars.net/category/pandas/
- Python: https://setscholars.net/category/python/
- SKLEARN: https://setscholars.net/category/sklearn/
- Supervised Learning: https://setscholars.net/category/supervised-learning/
- Tabular Data Analytics: https://setscholars.net/category/tabular-data-analytics/
- End-to-End Data Science Recipes: https://setscholars.net/category/a-star-data-science-recipe/
- Applied Statistics: https://setscholars.net/category/applied-statistics/
- Bagging Ensemble: https://setscholars.net/category/bagging-ensemble/
- Boosting Ensemble: https://setscholars.net/category/boosting-ensemble/
- CatBoost: https://setscholars.net/category/catboost/
- Clustering: https://setscholars.net/category/clustering/
- Data Analytics: https://setscholars.net/category/data-analytics/
- Data Science: https://setscholars.net/category/data-science/
- Data Visualisation: https://setscholars.net/category/data-visualisation/
- Decision Tree: https://setscholars.net/category/decision-tree/
- LightGBM: https://setscholars.net/category/lightgbm/
- Machine Learning Recipe: https://setscholars.net/category/machine-learning-recipe/
- Multi-Class Classification: https://setscholars.net/category/multi-class-classification/
- Neural Networks: https://setscholars.net/category/neural-networks/
- Python Machine Learning: https://setscholars.net/category/python-machine-learning/
- Python Machine Learning Crash Course: https://setscholars.net/category/python-machine-learning-crash-course/
- R Classification: https://setscholars.net/category/r-classification/
- R for Beginners: https://setscholars.net/category/r-for-beginners/
- R for Business Analytics: https://setscholars.net/category/r-for-business-analytics/
- R for Data Science: https://setscholars.net/category/r-for-data-science/
- R for Data Visualisation: https://setscholars.net/category/r-for-data-visualisation/
- R for Excel Users: https://setscholars.net/category/r-for-excel-users/
- R Machine Learning: https://setscholars.net/category/r-machine-learning/
- R Machine Learning Crash Course: https://setscholars.net/category/r-machine-learning-crash-course/
- R Regression: https://setscholars.net/category/r-regression/
- Regression: https://setscholars.net/category/regression/
- XGBOOST: https://setscholars.net/category/xgboost/
Portfolio Projects for Aspiring Data Scientists: Tabular Text & Image Data Analytics as well as Time Series Forecasting in Python & R @ https://wacamlds.podia.com/portfolio-projects-for-aspiring-data-scientists-end-to-end-applied-machine-learning-solutions-in-python-r
Western Australian Center for Applied Machine Learning & Data Science @ https://wacamlds.podia.com/