Data Science - Predictive Statistics (possible future events)
Data Science is a broad term which includes Artificial Intelligence (AI), Machine Learning (ML), Neural Networks (NN) as well as Advanced Statistical Analysis to analyze large amounts of data. I use advanced statistical and analytical programs such as Python, R and TensorFlow to which gives a deeper understanding of your data, for analytical as well as predictive purposes. Depending on the data available, I will be able to perform different Regression and Classification analyses as well as allow AI/ML to "find" its own solutions and insights for the data set.
Areas of application are:
- Customer Analytics (PCA and K-means)
- Purchase Analytics (Purchase incidence, Brand Choice, Purchase Quantity)