Covers a wide range of heuristics including Jaccard similarity, F1 score, entropy, and more for diverse problem-solving
Includes GA variants and particle swarm optimization to tackle optimization challenges
Provides code notebooks for each technique to enable hands-on learning and experimentation
Explains how to create custom heuristics using a simple, functional framework
Illustrates real-life applications in data science, AI, and cybersecurity
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Become proficient in using heuristics within the data science pipeline to produce higher quality results in less time. Although data professionals have used heuristics for many years within optimization-related applications, heuristics have been a vibrant area of research in vario