Privacy-Preserving AI for Security
Topic- Machine Learning for Fraud Detection and Cybersecurity Introduction: Machine Learning […]
Privacy-Preserving AI for Security Read More »
Ph.D.
Robotics for Healthcare and Elderly Support
Chapter: Machine Learning and AI in Human-Robot Interaction and Ethics Introduction:
Robotics for Healthcare and Elderly Support Read More »
Humanitarian AI and Crisis Decision Support
Chapter: Machine Learning for Crisis Response and Disaster Management Introduction: Machine
Humanitarian AI and Crisis Decision Support Read More »
Unsupervised Learning
Chapter: Unsupervised Learning: Unlocking Hidden Patterns and Insights Introduction: In the
Unsupervised Learning Read More »
Dimensionality Reduction and Feature Selection
Chapter: Machine Learning and AI Introduction: Machine learning and artificial intelligence
Dimensionality Reduction and Feature Selection Read More »
Generative Adversarial Networks (GANs)
Chapter: Generative Adversarial Networks (GANs): Key Challenges, Key Learnings, and Modern
Generative Adversarial Networks (GANs) Read More »
Image Generation and Style Transfer
Chapter: Machine Learning and AI in Computer Vision and Image Processing
Image Generation and Style Transfer Read More »
Gaussian Processes
Chapter: Machine Learning and AI-Probabilistic Graphical Models-Bayesian Networks and Inference-Gaussian Processes
Gaussian Processes Read More »
Policy Gradient Methods
Chapter: Machine Learning and AI – Reinforcement Learning and Autonomous Agents
Policy Gradient Methods Read More »
Adversarial Machine Learning
Chapter: Transfer Learning and Domain Adaptation in Machine Learning Introduction: Transfer
Adversarial Machine Learning Read More »
Human-Robot Interaction
Chapter: Machine Learning and AI for Robotics and Autonomous Systems Introduction:
Human-Robot Interaction Read More »
Medical Image Segmentation and Analysis
Chapter: Machine Learning and AI in Healthcare and Medical Imaging Introduction:
Medical Image Segmentation and Analysis Read More »
Econometric Modeling with ML
Chapter: Machine Learning and AI in Finance and Economics Introduction: Machine
Econometric Modeling with ML Read More »
Machine Learning in Political Science and Sociology
Chapter: Machine Learning and AI in Social Sciences and Social Media
Machine Learning in Political Science and Sociology Read More »
Human-Centric Design of Autonomous Systems
Chapter: Machine Learning and AI for Autonomous Vehicles Introduction: In recent
Human-Centric Design of Autonomous Systems Read More »
Robustness and Security in AI Systems
Chapter: Machine Learning and AI – Advanced Topics in AI Ethics
Robustness and Security in AI Systems Read More »
Ethical Conduct of ML Research
Chapter: Machine Learning and AI – Machine Learning Research Methodology Introduction:
Ethical Conduct of ML Research Read More »
Ph.D. Dissertation Writing and Defense
Chapter: Machine Learning and AI in Ph.D. Dissertation Research Introduction: In
Ph.D. Dissertation Writing and Defense Read More »
Neuromorphic Engineering
Chapter: Machine Learning and AI-Neuroscience and Machine Learning-Neuroscience Fundamentals for AI-Neuromorphic
Neuromorphic Engineering Read More »
Quantum Data Encoding and Processing
Chapter: Machine Learning and AI in Quantum Computing: Key Challenges, Learnings,
Quantum Data Encoding and Processing Read More »
Food Supply Chain Optimization with ML
Chapter: Machine Learning and AI for Sustainable Agriculture and Food Security
Food Supply Chain Optimization with ML Read More »
Supply Chain Optimization in Manufacturing with ML
Chapter: Machine Learning for Predictive Maintenance in Manufacturing Introduction: Machine learning
Supply Chain Optimization in Manufacturing with ML Read More »
Pharmacogenomics and Personalized Medicine with ML
Chapter: Machine Learning in Drug Design and Discovery Introduction: Machine learning
Pharmacogenomics and Personalized Medicine with ML Read More »
Computational Chemistry with ML
Chapter: Machine Learning for Quantum Chemistry and Materials Science Introduction: Machine
Computational Chemistry with ML Read More »
Ethical AI Impact Assessment
Chapter: Machine Learning and AI for Ethical AI Governance and Policy
Ethical AI Impact Assessment Read More »
Climate-Resilient Ecosystem Modeling with ML
Chapter: Machine Learning for Environmental Conservation and Sustainability Introduction: In recent
Climate-Resilient Ecosystem Modeling with ML Read More »
Ethical Considerations in AI for Genomic Medicine
Chapter: Machine Learning for Human Genome Analysis and Personalized Medicine Introduction:
Ethical Considerations in AI for Genomic Medicine Read More »
Immersive Education with AI
Topic- Machine Learning and AI in Augmented Reality (AR) and Virtual
Immersive Education with AI Read More »
Ethical Considerations in AI for Space Exploration
Topic- Machine Learning and AI in Space Exploration: Overcoming Challenges and
Ethical Considerations in AI for Space Exploration Read More »
Ethical Considerations in AI for Media Integrity
Chapter: Machine Learning and AI for Ethical Journalism and Media Integrity
Ethical Considerations in AI for Media Integrity Read More »
Ethical Considerations in AI for Industry 4.0
Chapter: Machine Learning and AI for Digital Transformation and Industry 4.0
Ethical Considerations in AI for Industry 4.0 Read More »
Public Policy and AI Regulation
Chapter: Machine Learning for Ethical Governance and Public Policy Introduction: Machine
Public Policy and AI Regulation Read More »
Ethical Considerations in AI for Gaming and Entertainment
Chapter: Machine Learning and AI in Gaming and Entertainment Introduction: Machine
Ethical Considerations in AI for Gaming and Entertainment Read More »
Ethical Considerations in AI for Disaster Resilience
Chapter: Machine Learning and AI for Disaster Resilience and Mitigation Introduction:
Ethical Considerations in AI for Disaster Resilience Read More »
Neuroethical Decision Support Systems
Chapter: Machine Learning for Neuroethics and Brain-Computer Interfaces Introduction: Machine learning
Neuroethical Decision Support Systems Read More »
Quantum Machine Learning Frameworks
Chapter: Machine Learning and AI-Quantum Machine Learning for Quantum Computing-Quantum Machine
Quantum Machine Learning Frameworks Read More »
Ethical Considerations in AI for Music and Audio
Chapter: Machine Learning and AI for Music and Audio Processing Introduction:
Ethical Considerations in AI for Music and Audio Read More »
Data Bias and Fairness in AI for Social Impact
Chapter: Machine Learning and AI for Human Rights and Social Justice
Data Bias and Fairness in AI for Social Impact Read More »
Quantum Secure Key Exchange with ML
Chapter: Machine Learning and AI in Quantum Information and Quantum Cryptography
Quantum Secure Key Exchange with ML Read More »
Ethical Considerations in AI for Language Preservation
Chapter: Machine Learning and AI for Language Preservation and Revitalization Introduction:
Ethical Considerations in AI for Language Preservation Read More »
Ethical Considerations in AI for Urban Planning
Chapter: Machine Learning and AI for Sustainable Urban Planning and Smart
Ethical Considerations in AI for Urban Planning Read More »
Ethical Considerations in AI for Creativity and Innovation
Chapter: Machine Learning for AI-Enhanced Creativity and Innovation Introduction: Machine Learning
Ethical Considerations in AI for Creativity and Innovation Read More »
Supervised Learning
Topic 1: Introduction to Supervised Learning In this chapter, we will
Supervised Learning Read More »
Classification Techniques
Chapter: Machine Learning and AI Introduction: Machine Learning and Artificial Intelligence
Classification Techniques Read More »
Recurrent Neural Networks (RNNs)
Chapter: Recurrent Neural Networks (RNNs) – Key Challenges, Key Learnings, and
Recurrent Neural Networks (RNNs) Read More »
Word2Vec
Chapter: Machine Learning and AI-Machine Learning for Natural Language Processing (NLP)-Text
Image Segmentation and Feature Extraction
Chapter: Machine Learning and AI in Computer Vision and Image Processing
Image Segmentation and Feature Extraction Read More »
Conditional Random Fields (CRFs)
Chapter: Machine Learning and AI: Probabilistic Graphical Models Introduction: Machine Learning
Conditional Random Fields (CRFs) Read More »
Q-Learning and Deep Q-Networks (DQNs)
Chapter: Machine Learning and AI – Reinforcement Learning and Autonomous Agents
Q-Learning and Deep Q-Networks (DQNs) Read More »
Machine Learning Fairness and Bias
Chapter: Transfer Learning and Domain Adaptation in Machine Learning Introduction: Transfer
Machine Learning Fairness and Bias Read More »
Simultaneous Localization and Mapping (SLAM)
Chapter: Machine Learning for Robotics and Autonomous Systems Introduction: Machine Learning
Simultaneous Localization and Mapping (SLAM) Read More »
Healthcare Predictive Analytics
Chapter: Machine Learning and AI for Healthcare and Medical Imaging Introduction:
Healthcare Predictive Analytics Read More »
Financial Forecasting and Time Series Analysis
Chapter: Machine Learning and AI for Finance and Economics Introduction: Machine
Financial Forecasting and Time Series Analysis Read More »
Text Analytics for Social Sciences
Chapter: Machine Learning and AI for Social Sciences and Social Media
Text Analytics for Social Sciences Read More »
Simulators and Testing for Autonomous Vehicles
Topic 1: Machine Learning and AI Introduction: Machine Learning (ML) and
Simulators and Testing for Autonomous Vehicles Read More »
Value Alignment in AI
Chapter: Bias and Fairness in Machine Learning Introduction: In recent years,
Value Alignment in AI Read More »
Statistical Analysis for ML Research
Topic 1: Machine Learning and AI Introduction: Machine Learning (ML) and
Statistical Analysis for ML Research Read More »
Data Analysis and Results Interpretation
Chapter: Machine Learning and AI – Ph.D. Dissertation Research-Proposal Development and
Data Analysis and Results Interpretation Read More »
Brain-Computer Interfaces (BCIs)
Chapter: Machine Learning and AI in Neuroscience and Brain-Computer Interfaces (BCIs)
Brain-Computer Interfaces (BCIs) Read More »
Computational Genomics and Phylogenetics
Chapter: Machine Learning and AI in Bioinformatics and Computational Biology Introduction:
Computational Genomics and Phylogenetics Read More »
Robot Learning from Demonstrations
Chapter: Machine Learning and AI-Deep Reinforcement Learning for Robotics Introduction: Machine
Robot Learning from Demonstrations Read More »
Contextual Understanding and Reasoning
Chapter: Machine Learning and AI in Conversational AI and Natural Language
Contextual Understanding and Reasoning Read More »
Remote Sensing and Earth Observation Data
Chapter: Machine Learning for Climate Science Introduction: Machine learning and artificial
Remote Sensing and Earth Observation Data Read More »
IoT and Sensor Networks in Agriculture
Chapter: Machine Learning and AI in Autonomous Agriculture Introduction: Machine Learning
IoT and Sensor Networks in Agriculture Read More »
Ethical AI Design and User-Centered Development
Chapter: Machine Learning and AI-Human-Centered AI and Explainability Introduction: Machine Learning
Ethical AI Design and User-Centered Development Read More »
Educational Data Mining and Learning Analytics
Chapter: Machine Learning and AI in Education: Key Challenges, Learnings, and
Educational Data Mining and Learning Analytics Read More »
Energy-Efficient AI Algorithms
Chapter: Machine Learning for Energy Efficiency and Sustainability Introduction: Machine learning
Energy-Efficient AI Algorithms Read More »
Predictive Modeling for Patient Outcomes
Chapter: Machine Learning and AI for Healthcare Decision Support Introduction: Machine
Predictive Modeling for Patient Outcomes Read More »
Multilingual and Cross-Lingual NLP
Topic- Advancements in Natural Language Understanding: From Attention Mechanisms to Multilingual
Multilingual and Cross-Lingual NLP Read More »
Credit Risk Modeling and Fraud Detection
Chapter: Machine Learning and AI for Financial Risk Management Introduction: In
Credit Risk Modeling and Fraud Detection Read More »
Computational Social Science and Agent-Based Modeling
Topic- Machine Learning and AI in Political Science and Social Sciences:
Computational Social Science and Agent-Based Modeling Read More »
Drug Repurposing with ML
Chapter: Machine Learning for Drug Discovery and Bioinformatics Introduction: Machine learning
Drug Repurposing with ML Read More »
Reinforcement Learning in Recommender Systems
Topic- Machine Learning and AI for Recommender Systems: Key Challenges, Learnings,
Reinforcement Learning in Recommender Systems Read More »
Portfolio Risk Management with AI
Chapter: Machine Learning and AI in Quantitative Finance Introduction: Machine Learning
Portfolio Risk Management with AI Read More »
Forest and Ecosystem Modeling
Chapter: Machine Learning and AI for Natural Resource Management Introduction: Machine
Forest and Ecosystem Modeling Read More »
Supply Chain Risk Management with ML
Chapter: Machine Learning and AI in Supply Chain Optimization Introduction: Machine
Supply Chain Risk Management with ML Read More »
Cybersecurity for Critical Infrastructure
Chapter: Machine Learning for Fraud Detection and Cybersecurity Introduction: Machine learning
Cybersecurity for Critical Infrastructure Read More »
Ethical Considerations in AI-Powered Robotics
Chapter: Machine Learning and AI-Human-Robot Interaction and Ethics-Robotic Assistive Technologies for
Ethical Considerations in AI-Powered Robotics Read More »
Ethical Considerations in AI for Disaster Relief
Chapter: Machine Learning for Crisis Response and Disaster Management Introduction: Machine
Ethical Considerations in AI for Disaster Relief Read More »
Generative AI in Art and Literature
Chapter: Machine Learning and AI in Music and Creative Arts Introduction:
Generative AI in Art and Literature Read More »
Aircraft Maintenance and Predictive Maintenance
Chapter: Machine Learning and AI in Aerospace Engineering Introduction: Machine Learning
Aircraft Maintenance and Predictive Maintenance Read More »
Human-Centered AI Design
Chapter: Machine Learning and AI for Human-Centric AI Introduction: Machine Learning
Human-Centered AI Design Read More »
Climate-Driven Disaster Modeling
Chapter: Machine Learning and AI in Natural Disaster Prediction Introduction: Natural
Climate-Driven Disaster Modeling Read More »
Neural Data Analysis and Modeling
Chapter: Machine Learning and AI for Computational Neuroscience Introduction: Machine Learning
Neural Data Analysis and Modeling Read More »
Ethical Considerations in Human-Robot Teaming
Chapter: Machine Learning and AI in Human-Robot Teaming: Challenges, Key Learnings,
Ethical Considerations in Human-Robot Teaming Read More »
Exoplanet Discovery and Analysis
Chapter: Machine Learning and AI in Space Exploration and Astroinformatics Introduction:
Exoplanet Discovery and Analysis Read More »
Ethical AI in the Legal Profession
Chapter: Machine Learning and AI in the Legal Profession: Key Challenges,
Ethical AI in the Legal Profession Read More »
Ethical Considerations in AI for Healthcare Diagnostics
Chapter: Machine Learning and AI for AI-Enhanced Healthcare Diagnostics Introduction: Machine
Ethical Considerations in AI for Healthcare Diagnostics Read More »
Ethical Considerations in AI Storytelling
Chapter: Machine Learning for AI-Powered Storytelling and Content Creation Introduction: Machine
Ethical Considerations in AI Storytelling Read More »
Ethical Considerations in AI for Financial Regulation
Topic- Machine Learning and AI in Financial Regulation: Addressing Challenges, Key
Ethical Considerations in AI for Financial Regulation Read More »