by Suf | Dec 1, 2021 | Data Science, Programming, Python, Tips
Table of contentsWhat is a String?What is a Substring in Python?Using split()Using [start:]Using [:end]Using [start:end:step]Using List ComprehensionCheck if Substring Exists in SubstringSimilarities Between StringsPython String ComparisonSummary What is a String? A...
by Suf | Nov 30, 2021 | Data Science, Programming, Python, Tips
If we try to concatenate an integer with a string, we will raise the error “TypeError: can only concatenate str (not “int”) to str”. This error occurs because you can only concatenate strings with other strings. In this tutorial, we will go through the...
by Suf | Nov 27, 2021 | Data Science, Programming, Python, Tips
Table of contentsWhat is Cosine Similarity?How to Calculate Cosine SimilarityCosine DistanceVisual Description of Cosine SimilarityNumerical Example of Cosine SimilarityPython Example of Cosine SimilarityDifferences Between Cosine and Jaccard SimilaritySoft Cosine...
by Suf | Nov 25, 2021 | Data Science, Programming, Python, Tips
Understanding the similarity between two objects is a universal problem. In machine learning, you can use similarity measures for various issues. These include object detection, classification and segmentation tasks in computer vision and similarity between text...
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...
