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Hands-On Time Series Analysis with Python: From Basics to Bleeding Edge Techniques (Paperback)


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Chapter 1: Time Series and its Characteristics

Chapter 2: Data Wrangling and Preparation for Time Series

Chapter 3: Smoothing Methods

Chapter 4: Regression Extension Techniques for Time Series

Chapter 5: Bleeding Edge Techniques

Chapter 6: Bleeding Edge Techniques for Univariate Time Series

Chapter 7: Bleeding Edge Techniques for Multivariate Time Series

Chapter 8: Prophet

About the Author

Vishwas B V is a Data Scientist, AI researcher and Sr. AI Consultant, Currently living in Bengaluru(INDIA). His highest qualification is Master of Technology in Software Engineering from Birla Institute of Technology & Science, Pilani, and his primary focus and inspiration is Data Warehousing, Big Data, Data Science (Machine Learning, Deep Learning, Timeseries, Natural Language Processing, Reinforcement Learning, and Operation Research). He has over seven years of IT experience currently working at Infosys as Data Scientist & Sr. AI Consultant. He has also worked on Data Migration, Data Profiling, ETL & ELT, OWB, Python, PL/SQL, Unix Shell Scripting, Azure ML Studio, Azure Cognitive Services, and AWS.Ashish Patel is a Senior Data Scientist, AI researcher, and AI Consultant with over seven years of experience in the field of AI, Currently living in Ahmedabad(INDIA). He has a Master of Engineering Degree from Gujarat Technological University and his keen interest and ambition to research in the following domains such as (Machine Learning, Deep Learning, Time series, Natural Language Processing, Reinforcement Learning, Audio Analytics, Signal Processing, Sensor Technology, IoT, Computer Vision). He is currently working as Senior Data Scientist for Cynet infotech Pvt Ltd. He has published more than 15 + Research papers in the field of Data Science with Reputed Publications such as IEEE. He holds Rank 3 as a kernel master in Kaggle. Ashish has immense experience working on cross-domain projects involving a wide variety of data, platforms, and technologies
Product Details
ISBN: 9781484259917
ISBN-10: 1484259912
Publisher: Apress
Publication Date: September 22nd, 2020
Pages: 407
Language: English