Harness Genetic Algorithms to Build the Next Generation of Adaptive AI.Key Features● Step-by-step tutorials on Genetic Algorithms, using PyGAD and DEAP.● Real-world Genetic Algorithm applications in ML, DL, NLP, CV, and RL.● Advanced coverage of evolutionary and metaheuristic algorithms.● Integration of Genetic Algorithms with generative and agent-based AI systems.Book DescriptionGenetic Algorithms (GAs) are nature-inspired optimizati...

Build reliable Build reliable AI evaluation frameworks that measure quality, safety, grounding, and production readiness across modern LLM and SLM applications Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\* Key FeaturesDesign evaluation frameworks for LLMs, SLMs, multimodal, reasoning, and agentic AI systemsMeasure quality, safety, grounding, robustness, and production readiness with practical metricsApply unifi...

Harness Genetic Algorithms to Build the Next Generation of Adaptive AI.Key Features● Step-by-step tutorials on Genetic Algorithms, using PyGAD and DEAP.● Real-world Genetic Algorithm applications in ML, DL, NLP, CV, and RL.● Advanced coverage of evolutionary and metaheuristic algorithms.● Integration of Genetic Algorithms with generative and agent-based AI systems.Book DescriptionGenetic Algorithms (GAs) are nature-inspired optimization tools that help AI systems adapt, improve, and solve ...

Harness Genetic Algorithms to Build the Next Generation of Adaptive AI.Book DescriptionGenetic Algorithms (GAs) are nature-inspired optimization tools that help AI systems adapt, improve, and solve complex problems efficiently. Ultimate Genetic Algorithms with Python explains elaborately the fundamentals of GAs to practical, Python-based implementation, using PyGAD and DEAP.The book starts with a s...

Harness Genetic Algorithms to Build the Next Generation of Adaptive AI. Key Features ● Step-by-step tutorials on Genetic Algorithms, using PyGAD and DEAP. ● Real-world Genetic Algorithm applications in ML, DL, NLP, CV, and RL. ● Advanced coverage of evolutionary and metaheuristic algorithms. ● Integration of Genetic Algorithms with generative and agent-based AI systems. Book Description Genetic Algorithms (GAs) are nature-inspired optimization tools that help AI systems adapt, improve, and...

Harness Genetic Algorithms to Build the Next Generation of Adaptive AI.Key Features● Step-by-step tutorials on Genetic Algorithms, using PyGAD and DEAP.● Real-world Genetic Algorithm applications in ML, DL, NLP, CV, and RL.● Advanced coverage of evolutionary and metaheuristic algorithms.● Integration of Genetic Algorithms with generative and agent-based AI systems.Book Description...

Harness Genetic Algorithms to Build the Next Generation of Adaptive AI.Key Features● Step-by-step tutorials on Genetic Algorithms, using PyGAD and DEAP.● Real-world Genetic Algorithm applications in ML, DL, NLP, CV, and RL.● Advanced coverage of evolutionary and metaheuristic algorithms.● Integration of Genetic Algorithms with generative and agent-based AI systems.Book DescriptionGene...

This book brings all of the elements of data mining together in a single volume, saving the reader the time and expense of making multiple purchases. It consolidates both introductory and advanced topics, thereby covering the gamut of data mining and machine learning tactics ? from data integration and pre-processing, to fundamental algorithms, to optimization techniques and web mining methodology. The proposed book expertly combines the finest data mining material from the Morgan Kaufmann...

Learn How Coupling Impacts Every Software Design Decision You Make--and How to Control ItIf you want to build modular, evolvable, and resilient software systems, you have to get coupling right. Every design decision you make influences coupling, which in turn shapes the design options available to you. Despite its importance, coupling often doesn't receive the attention it deserves--until now.Since the dawn of software engineering, it's been clear that prop...

Build smart cybersecurity systems with the power of machine learning and deep learning to protect your corporate assetsKey FeaturesIdentify and predict security threats using artificial intelligenceDevelop intelligent systems that can detect unusual and suspicious patterns and attacksLearn how to test the effectiveness of your AI cybersecurity algorithms and toolsBook DescriptionToday's organizations spen...

A Hands-On Beginner's Guide to Mastering AI, Supervised, Unsupervised, and Deep Learning Algorithms. A Beginner's Guide to Machine Learning with Hands-on Coding and Real-World ApplicationsCovers key algorithms and techniquesIdeal for students and professionalsHands-on implementation includedMaster the fundamentals of ML and take the first step towards a career in A...

"From start to finish, the best book to help you learn AI algorithms and recall why and how you use them." - Linda Ristevski, York Region District School Board”This book takes an impossibly broad area of computer science and communicates what working developers need to understand in a clear and thorough way.” - David Jacobs, Product Advance LocalKey FeaturesMaster the core algorithms of deep learnin...