by Suf | Jan 3, 2022 | Machine Learning, Programming, Python
This article will go through the sigmoid function formula, sigmoid function as an activation function, the ways to implement the sigmoid function in Python, and a brief history of the origins and applications of the sigmoid function. After reading through this...
by Suf | Dec 30, 2021 | NLP, Programming, Python, Tips
In Python, we can use built-in functions to manipulate strings. For example, we may want to capitalize the first characters in a name for form entry. The upper() function is helpful for converting all case-based characters in a string to uppercase. We can use the...
by Suf | Nov 19, 2021 | Data Science, Machine Learning, Python, Tips
Machine learning is the science of programming a computer to learn from different data and perform inference. Yesteryear, machine learning tasks involved manual coding all of the algorithms and mathematical and statistical formulae. Nowadays, we have fantastic...
by Suf | Nov 7, 2021 | AI, Data Science, Machine Learning, Reinforcement Learning, Research
A Go board illustrating a complex game state. Go is a classic example in reinforcement learning (RL), where AI agents, such as AlphaGo, learn optimal strategies through deep reinforcement learning and self-play. The game’s vast state space and long-term strategic...
by Suf | Oct 26, 2020 | Experience, Machine Learning, Tips
An internship is a fixed period of work experience offered by an organization, typically lasting from a few weeks to a year. Internships are typically undertaken by undergraduates and graduates who want to gain relevant skills and industry insights for their careers....
by Suf | Sep 28, 2020 | Books, Machine Learning, Research, Tips
Machine learning (ML) is an exciting and rapidly expanding domain in Computer Science. ML is a field of study devoted to the automated improvement of computer algorithms through exposure to data. The knowledge base underneath ML consists of a broad range in topics in...
