Hands-on Time Series Analysis with Python: From Basics to Bleeding Edge Techniques

Author:   B V Vishwas ,  ASHISH PATEL
Publisher:   APress
Edition:   1st ed.
ISBN:  

9781484259917


Pages:   407
Publication Date:   25 August 2020
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Hands-on Time Series Analysis with Python: From Basics to Bleeding Edge Techniques


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Author:   B V Vishwas ,  ASHISH PATEL
Publisher:   APress
Imprint:   APress
Edition:   1st ed.
Weight:   0.652kg
ISBN:  

9781484259917


ISBN 10:   1484259912
Pages:   407
Publication Date:   25 August 2020
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

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.

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Author Information

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 andhis 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

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