Cover image for Towards Net-Zero Targets Usage of Data Science for Long-Term Sustainability Pathways
Title:
Towards Net-Zero Targets Usage of Data Science for Long-Term Sustainability Pathways
Author:
Sharma, Neha. author.
ISBN:
9789811952449
Edition:
1st ed. 2023.
Physical Description:
XXIV, 239 p. 103 illus., 100 illus. in color. online resource.
Series:
Advances in Sustainability Science and Technology,
Contents:
Chapter 1. Climate Change and AI in the Financial, Energy, Domestic and Transport Sectors -- Chapter 2. Role of Banking Sector in Climate Change - Literature Review and Data Preparation -- Chapter 3. Application of Machine Learning to Predict Climate Change Consequences due to Investments by Banks in Fossil Fuel Sectors -- Chapter 4. Effect of Non-Renewable Energy Sources on Climate Change in India- Literature Review and Data Preparation -- Chapter 5. Using Machine Learning to Predict the Effect of Non-Renewable Energy Sources on Climate Change in India -- Chapter 6. Impact of Household Emissions on Climate Change in India - Literature Review and Data Preparation -- Chapter 7. Use of Unsupervised Learning Algorithms to Segment Indian States based on Primary Energy Household Emissions -- Chapter 8. Application of Machine Learning in Climate Change for Transport Sector - Literature Review and Data Preparation -- Chapter 9. Application of Machine Learning to Predict CO2 Emission from Transport Sector to Mitigate Climate Change -- Chapter 10. Carbon Emission Calculator: Impact of AI on Climate Change.
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