This post is part of my forthcoming book The Mathematical Foundations of Data Science. Probability is one of the foundations of machine learning (along with… Read More »Understanding the applications of Probability in Machine Learning
Another free book to learn Machine Learning. It also comes with a Youtube video series available here. Content Machine Learning Setup k-Nearest Neighbors / Curse… Read More »Machine Learning and Deep Learning Textbook – Cornell University
Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2. Source: from the… Read More »Jupyter Notebooks: Fundamentals of Machine Learning and Deep Learning
Some original and very interesting material is presented here, with possible applications in Fintech. No need for a PhD in math to understand this article:… Read More »Fun Math: Infinite Nested Radicals of Random Variables – Connection with Fractals and Brownian Motions
Which statistical method you use to compare data sets depends on two main factors: your overall goal and the type of data you have. Parametric… Read More »Comparing Data Sets in One Picture
In the early 2000’s, IBM Deep Blue was on the lookout for its next Grand Challenge. It had achieved an exhilarating win over chess grand… Read More »Digital Transformation Horizon 1 to Horizon 3: When Is Innovation Really Innovation?
Originally posted by Zeeshan Usmani in May 2015. Big Data, Data Sciences, and Predictive Analytics are the talk of the town and it doesn’t matter which town… Read More »How to Become a Data Scientist on your Own
The process of software development is rapidly evolving with the emerging new technologies being introduced in the field. In order for any software development service… Read More »The Role of Big Data in Customer Software Development
You have probably heard about the concept of massive open online courses (MOOC’s) in the last few years. It is an alternative to formal education… Read More »Higher Education–Universities or MOOCs?
In a modern world of advanced technologies, our life is literally impossible without cellular telecommunications. Today, smartphones and wireless broadband Internet are common things for… Read More »5G Networks Security Risks
