No-code Ai: Concepts And Applications In Machine Learning, Visualization, And Cloud Platforms

Download or read book No-code Ai: Concepts And Applications In Machine Learning, Visualization, And Cloud Platforms written by Minsoo Kang and published by World Scientific. This book was released on 2024-07-19 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a beginner-friendly guide to artificial intelligence (AI), ideal for those with no technical background. It introduces AI, machine learning, and deep learning basics, focusing on no-code methods for easy understanding. The book also covers data science, data mining, and big data processing, maintaining a no-code approach throughout. Practical applications are explored using no-code platforms like Microsoft Azure Machine Learning and AWS SageMaker. Readers are guided through step-by-step instructions and real-data examples to apply learning algorithms without coding. Additionally, it includes the integration of business intelligence tools like Power BI and AWS QuickSight into machine learning projects.This guide bridges the gap between AI theory and practice, making it a valuable resource for beginners in the field.