In today’s world of fast-paced information exchange, data needs to travel rapidly and efficiently. Encoding images in the form of strings is one of the most common ways in which we can transfer it from one network to another. Image…
In statistics, Bootstrap Sampling is a method that involves retrieving of subset data repeatedly with replacement from a vast data source to calculate a population parameter. Sampling is the process of selecting a subset or smaller dataset from a vast…
Do you wonder how many calories you’ve burnt after a heavy workout? Not only health enthusiasts or body-builders, in today’s world everyone should exercise and pay attention to their physical health. And with the increasing availability of smart watches and…
In this article, let us try to compare deterministic vs Stochastic approaches to Machine Learning.
One of the most widely used and preferred languages today is Python programming language. Python is used extensively not only because it is user-friendly, relatively easier to read and understand, and has simple language syntax, but also because it is…
Deque or double-ended queue is an extension of the queue that allows insertion and deletion from both ends of the queue. In this article, we’re going to learn about queues, different types of queues, deque in-depth, and finally, how to…
If you are new to machine learning, you must have heard about feature engineering and thought, “What is feature engineering?” “It sure sounds like something complicated; I’ll save it for later.” But let me tell you, it just sounds complicated,…
In Python, we can easily extract the file name from an entire file path using built-in functions and libraries. You might be wondering why you need to extract file names from the absolute path of a file in Python. The…
Different fields like Machine learning, Data science, and Deep learning make use of ‘data’ to build different models. We perform different tasks on the ‘data’; some numbers/results are in the form of ‘Percentage values‘. Let’s understand how to print a…
As many of us know, deep learning is a booming field in technology and innovations. Understanding it requires a substantial amount of information on many different concepts. It is important to know the basics of any technology for better understanding…