Book Title : Machine Learning for Skill Development: Models, Tools and Applications | Machine Learning Skills Development | AGPH Books

In an era where technology reshapes every facet of work and learning, the ability to understand, develop, and measure skills has become paramount.

Machine Learning for Skill Development: Models, Tools, and Applications offers a comprehensive guide to leveraging machine learning for effective workforce development.

This book bridges the gap between complex computational techniques and practical applications in education, training, and corporate upskilling, making advanced concepts accessible to professionals, educators, and learners alike.

The text begins by establishing a solid foundation in machine learning, exploring its evolution, key models, and algorithms. It demonstrates how AI and data analytics can transform skill mapping, performance evaluation, and personalized learning.

Subsequent chapters delve into predictive models, clustering and classification techniques, recommender systems, natural language processing, and sentiment analysis—equipping readers to analyze learning needs and design adaptive, data-driven training solutions.

Practical guidance on tools, platforms, and integration with enterprise systems ensures readers can translate insights into action.

The book also emphasizes designing ML-integrated programs, real-time monitoring, microlearning strategies, and cost–benefit evaluation, highlighting approaches to create efficient, personalized, and outcome-focused learning journeys. Ethical considerations, data privacy, and fairness in algorithmic decisions are thoughtfully addressed, alongside emerging trends that shape the future of skill ecosystems.

By blending theory with actionable insights, this book empowers readers to harness machine learning for smarter skill development, driving individual growth and organizational excellence.

It serves as both a roadmap and an inspiration for those seeking to innovate, optimize, and future-proof learning in a rapidly changing world.

About the Author

Dr. Jaya Sharma

Dr. Jaya Sharma is a distinguished principal, educationist, and academic known for her dedication to shaping young minds and strengthening the foundation of quality education.

With years of rich experience in teaching and administration, she has consistently worked toward creating a learning environment that nurtures curiosity, discipline, creativity, and moral values among students. As a visionary leader, Dr. Sharma believes that education is not merely the transmission of knowledge but the holistic development of personality and character.

Under her guidance, her institution has flourished academically and culturally, reflecting her commitment to excellence and innovation in education. She has actively promoted modern teaching methodologies, value-based learning, and continuous professional development for educators.

Beyond her administrative role, Dr. Jaya Sharma is deeply passionate about writing and academic research, and her work reflects her practical insights, educational philosophy, and dedication to empowering both teachers and students.

Through her books and writings, she aims to inspire educators, guide learners, and contribute meaningfully to the academic community, making her journey a testament to her unwavering commitment to education, leadership, and lifelong learning.

About The Publisher:

AGPH Books is a Professional Self Book Publishing House based in Central India, specializing in academic, professional, fiction, and non-fiction books in both print, digital and audio formats. The publishing house produces textbooks, research and reference works, biographies, self-help titles, children’s books, literary fiction, poetry, and general interest publications. With a transparent publishing process and strong digital distribution, AGPH Books ensures global availability through Google Books, Amazon, Flipkart, and its official website store, supporting authors and institutions in reaching a wide and diverse readership.