An explanation of the merge sort algorithm with an implementation in Python — Introduction Data Scientists deal with algorithms daily. However, the data science discipline as a whole has developed into a role that does not involve the implementation of sophisticated algorithms. Nonetheless, practitioners can still benefit from building an understanding and repertoire of algorithms. In this article, the sorting algorithm merge sort is…

Machine Learning algorithms utilise backpropagation and the gradient descent algorithm to simulate learning. Understand the fundamentals of the algorithms and processes involved in the computational simulation of learning within neural networks. — Artificial Neural Networks (ANN) are the fundamental building blocks of Artificial Intelligence (AI) technology. ANNs are the basis of machine-learning models; they simulate the process of learning identical to human brains. Simply put, ANNs give machines the capacity to accomplish human-like performance (and beyond) for specific tasks. …

Here’s a revelation I’ve lately accepted…I do not enjoy writing — Although I’ve spent a significant portion of my professional career sitting behind a computer, pounding away at my keyboard, I’ve done so as a Software Engineer rather than a writer. What I appreciate most about writing is the growth of my personality and the job advantages and, yes, the additional…

Introduction Algorithms are commonplace in the world of data science and machine learning. Algorithms power social media applications, Google search results, banking systems, and plenty more. Therefore, it’s paramount that Data Scientists and machine-learning practitioners have an intuition for analyzing, designing, and implementing algorithms. Efficient algorithms have saved companies millions of…

How to understand the AI/ML research publications — Is it necessary for data scientists or machine-learning experts to read research papers? The short answer is yes. And don’t worry if you lack a formal academic background or have only obtained an undergraduate degree in the field of machine learning. Reading academic research papers may be intimidating for individuals…

There’s a chance this could be the article that gets you started — Primarily the dual purpose of writing has been to preserve and transfer knowledge across communities, organizations, and so on. Writing within the machine-learning domain is used for the sole purposes mentioned. There are prominent individuals that have placed immense time and effort in advancing the frontier of machine learning and…

The rewards gained from learning and practising this skill consistently could propel your career to new heights — Data Science as a discipline and profession demands its practitioners possess various skills, ranging from soft skills such as communication, leadership to hard skills such as deductive reasoning, algorithmic thinking, programming, and so on. …

You now have an easier method of sifting through life-changing and brain-enhancing dialogues from distinguished experts. — "The following is a conversation within *insert name of exceptional human here*…." That's how Lex Fridman starts the introduction to each episode of his podcast. …