Work With Us
Private Coaching
Done-For-You
Short Courses
Client Reviews
Free Resources
Research Topics & Ideas: AI & ML
50+ Research ideas in Artifical Intelligence and Machine Learning
PS – This is just the start…
We know it’s exciting to run through a list of research topics, but please keep in mind that this list is just a starting point . To develop a suitable research topic, you’ll need to identify a clear and convincing research gap , and a viable plan to fill that gap.
AI-Related Research Topics & Ideas
Below you’ll find a list of AI and machine learning-related research topics ideas. These are intentionally broad and generic , so keep in mind that you will need to refine them a little. Nevertheless, they should inspire some ideas for your project.
- Developing AI algorithms for early detection of chronic diseases using patient data.
- The use of deep learning in enhancing the accuracy of weather prediction models.
- Machine learning techniques for real-time language translation in social media platforms.
- AI-driven approaches to improve cybersecurity in financial transactions.
- The role of AI in optimizing supply chain logistics for e-commerce.
- Investigating the impact of machine learning in personalized education systems.
- The use of AI in predictive maintenance for industrial machinery.
- Developing ethical frameworks for AI decision-making in healthcare.
- The application of ML algorithms in autonomous vehicle navigation systems.
- AI in agricultural technology: Optimizing crop yield predictions.
- Machine learning techniques for enhancing image recognition in security systems.
- AI-powered chatbots: Improving customer service efficiency in retail.
- The impact of AI on enhancing energy efficiency in smart buildings.
- Deep learning in drug discovery and pharmaceutical research.
- The use of AI in detecting and combating online misinformation.
- Machine learning models for real-time traffic prediction and management.
- AI applications in facial recognition: Privacy and ethical considerations.
- The effectiveness of ML in financial market prediction and analysis.
- Developing AI tools for real-time monitoring of environmental pollution.
- Machine learning for automated content moderation on social platforms.
- The role of AI in enhancing the accuracy of medical diagnostics.
- AI in space exploration: Automated data analysis and interpretation.
- Machine learning techniques in identifying genetic markers for diseases.
- AI-driven personal finance management tools.
- The use of AI in developing adaptive learning technologies for disabled students.
AI & ML Research Topic Ideas (Continued)
- Machine learning in cybersecurity threat detection and response.
- AI applications in virtual reality and augmented reality experiences.
- Developing ethical AI systems for recruitment and hiring processes.
- Machine learning for sentiment analysis in customer feedback.
- AI in sports analytics for performance enhancement and injury prevention.
- The role of AI in improving urban planning and smart city initiatives.
- Machine learning models for predicting consumer behaviour trends.
- AI and ML in artistic creation: Music, visual arts, and literature.
- The use of AI in automated drone navigation for delivery services.
- Developing AI algorithms for effective waste management and recycling.
- Machine learning in seismology for earthquake prediction.
- AI-powered tools for enhancing online privacy and data protection.
- The application of ML in enhancing speech recognition technologies.
- Investigating the role of AI in mental health assessment and therapy.
- Machine learning for optimization of renewable energy systems.
- AI in fashion: Predicting trends and personalizing customer experiences.
- The impact of AI on legal research and case analysis.
- Developing AI systems for real-time language interpretation for the deaf and hard of hearing.
- Machine learning in genomic data analysis for personalized medicine.
- AI-driven algorithms for credit scoring in microfinance.
- The use of AI in enhancing public safety and emergency response systems.
- Machine learning for improving water quality monitoring and management.
- AI applications in wildlife conservation and habitat monitoring.
- The role of AI in streamlining manufacturing processes.
- Investigating the use of AI in enhancing the accessibility of digital content for visually impaired users.
Recent AI & ML-Related Studies
While the ideas we’ve presented above are a decent starting point for finding a research topic in AI, they are fairly generic and non-specific. So, it helps to look at actual studies in the AI and machine learning space to see how this all comes together in practice.
Below, we’ve included a selection of AI-related studies to help refine your thinking. These are actual studies, so they can provide some useful insight as to what a research topic looks like in practice.
- An overview of artificial intelligence in diabetic retinopathy and other ocular diseases (Sheng et al., 2022)
- HOW DOES ARTIFICIAL INTELLIGENCE HELP ASTRONOMY? A REVIEW (Patel, 2022)
- Editorial: Artificial Intelligence in Bioinformatics and Drug Repurposing: Methods and Applications (Zheng et al., 2022)
- Review of Artificial Intelligence and Machine Learning Technologies: Classification, Restrictions, Opportunities, and Challenges (Mukhamediev et al., 2022)
- Will digitization, big data, and artificial intelligence – and deep learning–based algorithm govern the practice of medicine? (Goh, 2022)
- Flower Classifier Web App Using Ml & Flask Web Framework (Singh et al., 2022)
- Object-based Classification of Natural Scenes Using Machine Learning Methods (Jasim & Younis, 2023)
- Automated Training Data Construction using Measurements for High-Level Learning-Based FPGA Power Modeling (Richa et al., 2022)
- Artificial Intelligence (AI) and Internet of Medical Things (IoMT) Assisted Biomedical Systems for Intelligent Healthcare (Manickam et al., 2022)
- Critical Review of Air Quality Prediction using Machine Learning Techniques (Sharma et al., 2022)
- Artificial Intelligence: New Frontiers in Real–Time Inverse Scattering and Electromagnetic Imaging (Salucci et al., 2022)
- Machine learning alternative to systems biology should not solely depend on data (Yeo & Selvarajoo, 2022)
- Measurement-While-Drilling Based Estimation of Dynamic Penetrometer Values Using Decision Trees and Random Forests (García et al., 2022).
- Artificial Intelligence in the Diagnosis of Oral Diseases: Applications and Pitfalls (Patil et al., 2022).
- Automated Machine Learning on High Dimensional Big Data for Prediction Tasks (Jayanthi & Devi, 2022)
- Breakdown of Machine Learning Algorithms (Meena & Sehrawat, 2022)
- Technology-Enabled, Evidence-Driven, and Patient-Centered: The Way Forward for Regulating Software as a Medical Device (Carolan et al., 2021)
- Machine Learning in Tourism (Rugge, 2022)
- Towards a training data model for artificial intelligence in earth observation (Yue et al., 2022)
- Classification of Music Generality using ANN, CNN and RNN-LSTM (Tripathy & Patel, 2022)
As you can see, these research topics are a lot more focused than the generic topic ideas we presented earlier. So, in order for you to develop a high-quality research topic, you’ll need to get specific and laser-focused on a specific context with specific variables of interest. In the video below, we explore some other important things you’ll need to consider when crafting your research topic.
Get 1-On-1 Help
If you’re still unsure about how to find a quality research topic, check out our Private Coaching service for hands-on support finding the perfect research topic.
Find The Perfect Research Topic
How To Choose A Research Topic: 5 Key Criteria
Learn how to systematically evaluate potential research topics and choose the best option for your dissertation, thesis or research paper.
Research Topics & Ideas: Automation & Robotics
A comprehensive list of automation and robotics-related research topics. Includes free access to a webinar and research topic evaluator.
Research Topics & Ideas: Sociology
A comprehensive list of sociology-related research topics. Includes free access to a webinar and research topic evaluator.
Research Topics & Ideas: Public Health & Epidemiology
A comprehensive list of public health-related research topics. Includes free access to a webinar and research topic evaluator.
Research Topics & Ideas: Neuroscience
A comprehensive list of neuroscience-related research topics. Includes free access to a webinar and research topic evaluator.
📄 FREE TEMPLATES
Research Topic Ideation
Proposal Writing
Literature Review
Methodology & Analysis
Academic Writing
Referencing & Citing
Apps, Tools & Tricks
The Grad Coach Podcast
can one come up with their own tppic and get a search
can one come up with their own title and get a search
Surviving the Battle of Unknown: The Cases of HIV Positive
SURVIVING THE BATTLE OF UNKNONW THE CASE OF HIV POSITIVE
Submit a Comment Cancel reply
Your email address will not be published. Required fields are marked *
Save my name, email, and website in this browser for the next time I comment.
Submit Comment
- Print Friendly
IMAGES
VIDEO