ABC analysis as the name shows that it is a technique in inventory management to categorize the overall catalogue of products into 3 classes "A","B" and "C". Categorization "A" relates to the class of most valuable products, "B" being less valuable, and "C" beaing the least valuable.
The criteria...
Portfolio optimization of financial assets in Python from scratch
Portfolio optimization is a technique in finance which allow investors to select different proportions of different assets in such a way that there is no way to make a better portfolio under the given criterion. The criteria for optimization is generally to minimize the risk for a certain level of...
Data analysis and visualization in Python (Pima Indians diabetes data set)
Today I am going to perform data analysis for a very common data set i.e. Pima Indians Diabetes data set. You can download the data from here. I'll not give the meta information here in detail because it is given exclusively here. So it is recommended for all who want to understand the complete...
An introduction to Artificial Neural Networks and its detailed implementation in Python and Excel
Artificial Neural Networks (ANNs) is a classification algorithm in machine learning which is inspired by biological neural networks using which our brain works. Let us consider a very intuitive example to understand the concept. So suppose you are sleeping in your apartment and someone rings your...
