Feature Engineering 2023

Get from novice to professional in Laravel by learning the concepts and build 3 Real World projects with Laravel 9 &10

Mastering ChatGPT: A Comprehensive Course on AI and Advanced Prompt Engineering Strategies

This book includes the proceedings of the 3rd International Congress on Engineering and Sustainability in the XXI CEntury, INCREaSE 2023. INCREaSE is a congress with the aim to bring together valuable and novel scientific contributions that address the critical issues of renewable energy, sustainable building, sustainable manufacturing, sustainable food production and other sustainability science and engineering topics that have an impact in this diverse and fast-changing research area, both in academia and industry.

Data Science Projects with Linear Regression, Logistic Regression, Random Forest, SVM, KNN, KMeans, XGBoost, PCA etc

This book is a comprehensive guide to the latest developments in data-driven additive manufacturing (AM). From data mining and pre-processing to signal processing, computer vision, and more, the book covers all the essential techniques for preparing AM data. Readers willl explore the key physical and synthetic sources of AM data throughout the life cycle of the process and learn about feature engineering techniques, pipelines, and resulting features, as well as their applications at each life cycle phase. With a focus on featurization efforts from reviewed literature, this book offers tabular summaries for major data sources and analyzes feature spaces at the design, process, and structure phases of AM to uncover trends and insights specific to feature engineering techniques. Finally, the book discusses current challenges and future directions, including AI/ML/DL readiness of AM data.

Build a Portfolio/Resume of Machine Learning projects_case studies in Python & get a job of Data Scientist/ ML Engineer

This book focuses on the surface plasmon resonance (SPR) technique covering fibre optic sensor research. It highlights recent advancements in geometric feature-based fibre optic SPR sensors for chemical/biochemical/biosensor applications. The contents also discuss the principle of the SPR sensing technique as well as various designs of fibre optic SPR probes for improving sensor sensitivity. It also includes numerous examples of SPR-based fibre optic sensors with various geometric (such as U-type, taper type, D-type, and interferometric-based) sensors. This volume will be a useful reference to those in academia and industry especially researchers with useful information focusing on fibre optic SPR sensors.