|
|
|||
|
||||
OverviewFull Product DetailsAuthor: Banglore Vijay Kumar Vishwas , Sri Ram MacharlaPublisher: APress Imprint: APress ISBN: 9798868812750Pages: 215 Publication Date: 25 March 2025 Audience: Professional and scholarly , Professional & Vocational Format: Paperback Publisher's Status: Active Availability: Manufactured on demand We will order this item for you from a manufactured on demand supplier. Table of ContentsChapter 1: Time series meets Generative AI.- Chapter 2 : Neural Network for time series.- Chapter 3: Transformers for time series.- Chapter 4: Time-LLM: Reprogrammed Large Language Model.- Chapter 5 : Chronos: Pretrained probabilistic time series model.- Chapter 6: TimeGPT: The First Foundation model for time series.- Chapter 7 : Moirai: A Time Series foundation model for universal forecasting.- Chapter 8: TimesFM: Decoder-only foundation model for time series.ReviewsAuthor InformationBangalore Vijay Kumar Vishwas (B.V. Vishwas) is a seasoned Principal Data Scientist and AI researcher with over 11 years of experience in the IT industry. Currently based in San Diego, California, he works at NTT DATA. Vishwas holds a Master of Technology in Software Engineering from Birla Institute of Technology & Science, Pilani, India. He specializes in developing innovative solutions for large enterprises, with expertise in Machine Learning, Deep Learning, Time Series Forecasting, Natural Language Processing, Reinforcement Learning, and Generative AI. He is also the author of Hands-On Time Series Analysis with Python: From Basics to Bleeding-Edge Techniques, published by Apress. Sri Ram Macharla, is a consultant and architect in the areas of AI and ML with over 19 years of experience in IT. He holds an M.Tech from BITS Pilani and has experience working with clients in domains such as finance, retail, life sciences, defense, and manufacturing. Additionally, he has worked as a mentor, corporate trainer, and guest faculty teaching AI and ML. He has papers published and works as a reviewer with leading journals and publishers. He is passionate about mathematical modeling and applying AI for social good. Tab Content 6Author Website:Countries AvailableAll regions |
||||