In this article by Akhil Wali, author of Clojure for Machine Learning, we will discuss several methods that can be used to improve the effectiveness of a given machine learning model. We will also implement a working spam classifier as an example of how to build machine learning systems that incorporate evaluation.Read Using cross-validation in full
In this article by Yuxing Yan, the author of Python for Finance, discusses how to use Monte Carlo simulation to price European, American, average, lookback, and barrier options.
In finance, we study the trade-off between risk and return. The common definition of risk is uncertainty. For example, when evaluating a potential profitable project, we have to predict many factors in the life of the project, such as the annual sales, price of the final product, prices of raw materials, salary increase of employees, inflation rate, cost of borrowing, cost of new equity, and economic status. For those cases, the Monte Carlo simulation could be used to simulate many possible future outcomes, events, and their various combinations. In this article, we focus on the applications of the Monte Carlo simulation to price various options.Read Monte Carlo Simulation and Options in full
This article by Bass Jobsen, the author of Less Web Development Essentials, introduces Bootstrap and then talks about how you can use Bootstrap's Less files, and what modifications can be done on the same.Read Bootstrap 3 and other applications in full
In this article, by Andrea Saccà, the author of Mastering Magento Theme Design, we will learn how to integrate the Bootstrap 3 framework and how to develop the main theme blocks.
The following topics will be covered in this article:
An introduction to Bootstrap
Downloading Bootstrap (the current Version 3.1.1)
Downloading and including jQuery
Integrating the files into the theme
Defining the main layout design template
In this article, by Alok Singh and Sandeep Chanda, the authors of Microsoft Dynamics CRM 2013 Marketing Automation, you will be introduced to the present day marketing and learn how the Customer Relationship Management (CRM) systems are playing a key role in bringing in automation and helping organizations realize their marketing objectives.Read Getting Started with Microsoft Dynamics CRM 2013 Marketing in full