Applications of machine learning in Analytical chemistry is popular PDF and ePub book, written by Dr Manish Kumar Thimmaraju in 2023-03-22, it is a fantastic choice for those who relish reading online the Education genre. Let's immerse ourselves in this engaging Education book by exploring the summary and details provided below. Remember, Applications of machine learning in Analytical chemistry can be Read Online from any device for your convenience.
Applications of machine learning in Analytical chemistry Book PDF Summary
“Applications of Machine Learning in Analytical Chemistry" is a comprehensive guide for anyone interested in understanding the fundamentals of ML and its application in analytical chemistry. The book is divided into 5 units, starting with ML basics such as categories, tools, data cleaning, and setup. The 2nd unit covers various ML algorithms such as regression, classification, clustering, ensemble modeling, and deep learning. The 3rd unit is dedicated to ML techniques in chemical product engineering, covering solutions for chemical product engineering issues, and chemical reaction forecasting. The 4th unit focuses on big data and ML for chemistry, discussing compound identification, ML-based synthesis prediction, and electronic drug design. The 5th and final unit discusses biosensors and sensors for the internet of things and intelligent systems, highlighting their potential applications and present limitations. The book is an excellent resource for analytical chemists, data scientists, and anyone interested in exploring the applications of ML in analytical chemistry.
Detail Book of Applications of machine learning in Analytical chemistry PDF
- Author : Dr Manish Kumar Thimmaraju
- Release : 22 March 2023
- Publisher : Blue Rose Publishers
- ISBN : 978186723xxxx
- Genre : Education
- Total Page : 340 pages
- Language : English
- PDF File Size : 11,6 Mb
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