A large portion of machine learning is working with mathematical operations. Since math is an integral part of most data science projects, it becomes essential for beginner data scientists to dwell more deeply into the following subject. A great utility that is offered by one of the best programming languages for data science, in Python, is the numpy library.

Numerical Python (NumPy) is a quintessential portion of most machine learning and Data Science projects. These numpy arrays find their utility in applications of computer vision for the processing of images and computing them in terms of arrays. …

Python offers some of the simplistic and versatile codes to implement complex problems within minimal code blocks. While other programming languages have more complex annotations for solving a particular task, Python offers an easier solution most of the time. Every data scientist must know certain code blocks to get started with their Data Science and machine learning journeys.

It is essential to remember that some lines of code or particular code blocks are always reusable, and they can utilize in multiple programs. …

Cybersecurity is one of the major concerns of the modern era. The risk of a potential hacker or virus invading our systems or personal data is at the highest point it has ever been. Hence, we need near-perfect security testing measures to prevent these from occurring. Apart from preventive measures such as anti-virus installations, we also have certain tools and software that validate the security of programs and applications.

One such testing methodology is static application security testing (SAST).

What is SAST?

SAST is also commonly referred to as static code analysis. It is a white-box testing method that scans the working of…

We are surrounded by beautiful visuals and colorful images all around us. Looking at the natural environment and capturing pictures results in a fun time. While our eyes can visualize the colors and various notions of an image with ease, it is a complex process for computers to recognize these same images. For the analysis of these image visuals, we make use of image processing algorithms with either machine learning or deep learning to create fabulous projects.

Computer Vision is one of the most intriguing aspects of study in the modern world. The tasks which were once perceived to be…

Opinion

The popularity of Deep learning has risen to its peak with all the modern developments in artificial intelligence. The rise to prominence and the wide array of applications that deep learning can perform are magnificent. The revolution of deep learning is bound to continue for the upcoming years as intensive research is being done on many major topics of interest.

If you are aiming to become proficient at deep learning, you will eventually need a powerful system. A system with which you can tackle the wide variety of challenging tasks that are available to you on the internet for deep…

“Machine learning will automate jobs that most people thought could only be done by people.” ~Dave Waters

With the rise in popularity of Data Science and machine learning, everyone wants to adopt a few practices to accomplish better results in these aspects. Luckily for all of us, with all these continuous progressions, there are a bunch of free tools that we can utilize to improve the quality of the models we build and the projects we construct.

All these rapid progressions in machine learning and Data Science has also lead to the rise of some fantastic free machine learning tools…

Without mathematics, there’s nothing you can do. Everything around you is mathematics. Everything around you is numbers. — Shakuntala Devi

Mathematics is a significant aspect of machine learning. While some may absolutely adore math, others may dislike it. However, it is essential to have at least some knowledge of math and understand the concepts of probability, statistics, and calculus to succeed in solving machine learning tasks.

In this article, we will focus on differential and integral calculus. These two concepts are vital aspects of learning machine learning concepts. …

“Programming isn’t about what you know; it’s about what you can figure out.” — Chris Pine

The evolution of the numerous trends in the software industry has made coding one of the most significant skills for an individual developer to possess. Programming in the modern world is the ability of programmers and developers to focus on a specific task to accomplish the desired results and make it public to a wide range of public audiences to benefit from and utilize.

Acquiring the essential coding skills is fabulous for cracking most interviews and developing a bunch of cool projects that you…