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Python: Check if String Contains a Substring
In this Python Solutions post, you will learn the various ways to check if a string contains a substring. Checking for a substring is a common task in Python that you can use for conditional statements. We will explore with the use of the in Operator, the .index()...
Python Square Root Function
In this post, you will learn how to calculate the square root in Python. A square root is a standard mathematical operation you can use to solve quadratic equations or calculate the length of one side of a right-angled triangle. There are several ways of calculating...
Top 12 Python Libraries for Data Science and Machine Learning
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...
Why Python is Ideal for Machine Learning
Python has steadily risen in popularity among the ranks of programming languages, rivalling Java and C. Based on Github statistics, Python is the second most used language across publically accessible repositories in 2021. It is the third most used programming...
The History of Reinforcement Learning
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...
Six Essential Tips After Two Years as a Research Scientist
Research scientists have a unique position within a company. They bridge the gap between pure research and application and explainability of data science solutions. They require a broad understanding of existing research and techniques and write algorithms and design...
Introduction to Pandas: A Complete Tutorial for Beginners
Pandas is an open-source library providing high-performance, easy-to-use data structures, and data analysis tools for Python. It is one of the fundamental tools for data scientists and can be thought of like Python's Excel. With Pandas, you can work with many...
6 Easy Steps to a ML Internship
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....
The Best Books For Machine Learning for Both Beginners and Experts
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...
The History of Machine Learning
Machine learning is an exciting and rapidly developing field of study centered around the automated improvement (learning) of computer algorithms through experience with data. Through persistent innovation and research, the capabilities of machine learning are now in...