Time series forecasting
Time series implementation in Python and R
Artificial Intelligence resources
Regularization and Boosting
Concepts and codes on boosting and regularization (currently in R).
Deep Learning using Keras in Python
Deep Learning algorithms (ANN, CNN, RNN) implementation in Python (Keras).
Machine Learning using C++
Machine Learning algorithms implementation in C++.
Machine Learning using R
Machine Learning algorithms implementation in R.
Machine Learning using Python
Machine Learning algorithms implementation in Python.
Oracle SQL basics
Basics of SQL.
R libraries
Basics of R libraries for data analysis.
Mathematics for AI
Necessary mathematics concepts for ML and DL using Python.
Python libraries
Basics of python libraries for data analysis, visualization and machine learning.