Artificial Intelligence Topics

Introduction to Artificial Intelligence (AI)

Artificial Intelligence is a huge domain and covers a variety of topics we are happy to serve you for your research work on AI. Our research team provide a broad support for scholars to understand the project flow and outshine in their AI Research Work. Some of the significant and effective Artificial Intelligence topics are

Definition:

Assistance will be provided how AI can perform a task according to human intelligence.

History:

Under history we provide a short outline of the origins and progress of AI, by explaining its importance key milestones and breakthroughs.

Types:

The different divisions or groups of AI will be explained, such as fine AI (focused on specific tasks) and universal AI (capable of human-level intelligence across a wide range of tasks).

Applications:

Many real-world applications of AI will be briefly explained, such as virtual assistants, autonomous vehicles, healthcare diagnostics, and recommender systems.

Machine Learning:

We bring into the concept of machine learning, that is a subset of AI that emphases on enabling computers to learn and progress from experience without being openly programmed.

Deep Learning:

The concept of deep learning will be clearly explained, about a subfield of machine learning that includes artificial neural networks and has been involved in achieving significant advancements in AI is laid out by our experts.

Ethical Considerations:

The challenges that is faced in with AI is discussed under Ethical Considerations, which includes privacy concerns, bias in algorithms, and its influence on the job market.

Future:

The possible future growths and influence of AI will be discussed with the customers, such as progressions in robotics, increased intelligence (AI assisting human decision-making), and the possible for AGI (Artificial General Intelligence) by superior human intelligence.

General applications and use cases for AI algorithms

A complete Research Guidance will be given to our clients by our professional experts we offer novel ideas for your AI projects. We stay updated and make use of AI algorithm to produce proper results.

Healthcare:

We make use of AI algorithms in medical diagnosis, drug discovery and growth in personalized medicine

Finance:

Under Finance section AI algorithms is widely used for fraud detection and prevention and also applied in investment management, risk valuation and organization

Retail:

For customer service and support, in inventory management, personalized marketing and advertising we highly apply AI algorithms.

Manufacturing:

Manufacturing department we use AI algorithms for predictive maintenance, in quality control and inspection and in supply chain management.

What is good topic for artificial intelligence?

phdprojects.org run for more than 18 years, we have 100+ professionals to work on artificial intelligence topic. A clear-cut idea and practical explanations of the AI projects will be given to our customers.

Natural Language Processing: Our team guide in discovering the capability of machines to know and process the human language.
Computer Vision: To understand visual information we frame out algorithms.
Robotics: To relate with humans we use AI to improve the capabilities of robots by allowing them to perform various tasks.
4. Healthcare: By applying AI in healthcare systems to recover diagnostics, modified medicine, and patient care.
Autonomous Vehicles: To improve safety and efficiency for self-driving cars and other autonomous vehicles we create an AI system.
Virtual Assistants: We make use of Siri or Alexa to support users in numerous tasks and deliver personalized recommendations by generating virtual support.
Data Analysis: Massive amounts of data and cutting valuable insights can be analysed by applying AI techniques for businesses and policymaking procedures.
Gaming: We can create genuine and interesting opponents to make dynamic and adaptive game environments by the AI tools.
Cybersecurity: Cyber Threats, Identify Vulnerabilities and improve overall Security measures can be carried out effectively by AI.
Ethics and Bias: We could discover the ethical suggestions of AI systems, by safeguarding fairness, transparency, and responsibility in the development.

What are the best suitable research topics in artificial intelligence for undergraduates?

If you are an undergraduate student, we offer in AI research topic in endless way to dive deep into your exact area of interest by gaining valuable experience from our professional experts.

Here are some areas that are both interesting and appropriate for undergraduate-level research scholars:

Machine Learning Basics

Comparative Analysis of Classification Algorithms: Our team provides assistance by comparing the presentation of numerous classification and algorithms like SVM, Decision Trees, and Naive Bayes on detailed datasets.
Hyperparameter Tuning: By tuning on the performance of machine learning models we examine the properties of hyperparameter.

Natural Language Processing

Sentiment Analysis on Social Media Data: To examine sentiment on platforms like Twitter or Reddit we make use of machine learning or deep learning techniques.
Chatbots and Virtual Assistants: We explore how chatbots can be made more brainier and context-aware.

Computer Vision

Image Recognition for Healthcare: The application of image recognition in healthcare, such as diagnosing diseases from X-rays or MRIs is trained and explained to our users.
Object Tracking Algorithms: We discover several algorithms that is used in tracking objects in video streams.

Reinforcement Learning

Game Playing AI: Our team strengthen learning to train agents to play and often outshine at video games or board games like chess.
Optimization in Supply Chain: To enhance numerous procedures in the supply chain we do research about how support to learning.

Ethics and Fairness in AI

Bias in AI Models: Investigate the sources and impacts of biases in machine learning models and explore techniques for mitigating them.

Explainable AI: To make AI models more translucent and reasonable, we make Research methods for black-box.

Healthcare

Predictive Models for Patient Outcomes: We forecast patient outcomes such as readmissions, mortality rates, or disease development by applying machine learning based on clinical information.

Internet of Things (IoT)

Energy-efficient IoT Devices: How to run on low-power IoT devices using AI algorithms will be explained by our team.
Security in IoT: We explore the role of AI in classifying and justifying security threats in IoT networks.

Robotics

Human-Robot Interaction: Proper training will be given by our developers how robots can successfully relate with humans in numerous settings such as healthcare, retail, or home.
SLAM (Simultaneous Localization and Mapping): To understand and navigate the environment various research methods for robots will be clarified.

Financial Applications

Fraud Detection: We train you how to notice fraudulent transactions in real-time by applying machine learning algorithms.
Portfolio Optimization: To improve financial portfolios based on various risk and return standards we frame by using AI algorithms.

Climate and Environment

Climate Change Prediction: To forecast changes in climate or extreme weather events by using machine learning algorithms by our expert professionals.
Wildlife Monitoring: We guide and explain you how to make use of AI to examine data from cameras or IoT devices to monitor wildlife activity.

The above listed topic is more enough to support for undergraduate research scholars by various angles of examination will be absorbed to carry out AI research work successfully. A good discussion is always better, before you start AI Research work. We provide individual expert care for each of our customer so don’t wait get in touch with us now.

What are the most interesting open-source projects in artificial intelligence and machine learning?

phdprojects.com offer several open-source projects in the areas of Artificial Intelligence (AI) and Machine Learning (ML) we have gained the belief of more then 6000+ customers across the globe. We provide novel ideas so that valuation of your AI research projects will be of high benefit.

Do you want to explore more in artificial intelligence projects here are some interesting projects that you might want to discover.

Libraries and Frameworks

TensorFlow: TensorFlow is one of the utmost widespread open-source libraries for mathematical calculation and machine learning that we progress by Google Brain.
PyTorch: PyTorch is yet another broadly used machine learning library that highlights dynamic computational graphs we could develop it by Facebook’s AI Research lab.
Scikit-learn: It’s formed by NumPy, SciPy, and Matplotlib it provides humble and effective tools for data mining and data analysis.

Natural Language Processing

Spacy: In Python it serves as a collection for progressive Natural Language Processing.
Hugging Face Transformers: Under BERT, GPT-2, and T5 for NLP responsibilities it acts as a state-of-the-art general-purpose architecture.

Computer Vision

OpenCV: We target at real-time computer vision applications for Open Source Computer Vision.
YOLO (You Only Look Once): To identify objects in images and videos we make use of real-time object detection system.

Reinforcement Learning

OpenAI Gym: It serves as a toolkit for evolving and associating strengthening learning algorithms.
Stable Baselines: Under Python it is a set of high-quality operations to strengthening learning algorithms.

Explainable AI

LIME (Local Interpretable Model-agnostic Explanations): We help the scholars by explaining the forecasts of machine learning classifier.

Data Visualization

TensorBoard: It serves as a friendly tool for visualization, TensorFlow to review and recognize our projects TensorFlow runs and graphs will be clearly made to understand.

AutoML and Optimization

AutoSklearn: For a scikit-learn estimator it is an automatic machine learning toolkit and a drop-in replacement.

Optuna:

Under Python its an open-source hyperparameter optimization framework.

Healthcare

MIMIC-III: We get to know and guide how a large available database of patients can be exposed by covering unidentified health-related information.

Miscellaneous

ML Flow: A complete illustration will be provided about how an open-source platform can succeed the ML lifecycle, which includes experimentation, reproducibility, and deployment.

Thus we will cover a wide groups of topics in AI and machine learning by laying out as a great start for learning and contributing to your research field. Practical clarification at a low cost will be furnished. Your AI work is confidential and safe with us so be free.

120+ Innovative artificial intelligence topics

Our experts help the scholars by selecting the right AI topics and make the scholars to build a sound understanding of their AI selected topic by giving them wide-ranging support and improve up their profile.

Speed Control of SRM for Hybrid Electric Vehicle Using Artificial Intelligence
Use of Artificial Intelligence for Identification of Increased Risk of Osteoporosis Development in Postmenopausal Women
An Interpretable Artificial Intelligence Model of Chinese Medicine Treatment Based on XGBoost Algorithm
Artificial Intelligence based Visual Aid with Live Tracking of Visually Impaired People
Using Artificial Intelligence to Protect, Detect and Mitigate Oil and Gas Sectors of KSA from Drones and Missiles Assaults
Identification of Grape Leaf Diseases and Insect Pests Based on Artificial Intelligence
Research on Computer Artificial Intelligence Ice and Snow Sports Tourism Route Optimization System
Artificial Intelligence’s Contribution To Mental Health Education
Human Rights and Artificial Intelligence: Evaluation of Legal Challenges and Potential Risk
Quantifying Floating Plastic Debris at Sea Using Vessel-Based Optical Data and Artificial Intelligence
A Convenient and Reliable Multi-Class Classification Model based on Explainable Artificial Intelligence for Alzheimer’s Disease
The Application of Artificial Intelligence and VR Technology in Clothing Store Display Design
Artificial Intelligence Trends Based on the Patents Granted by the United States Patent and Trademark Office
Application of Artificial Intelligence in Airborne Weapon Combat Identification Simulation Test
Implementation of artificial intelligence methods on example of cardiovascular diseases risk stratification
Use of Artificial Intelligence in Healthcare Systems: State-of-the-Art Survey
Ethical Problems of Applying Artificial Intelligence: Medical Intelligent Systems and Autonomous Vehicles
Artificial Intelligence in Adherence of Climate Change Estimation: Opportunities and Challenges
Low-Energy Recognition and Counting Device for Cyclists and Pedestrians Based on Artificial Intelligence
Forecasting Trends of Tuberculosis in India using Artificial Intelligence and Machine Learning
Review on Artificial Intelligence Role in Implementation of Goods and Services Tax(GST) and Future Scope
A Study on Medicinal Plant Leaf Recognition Using Artificial Intelligence
Artificial Intelligence to Improve Antibiotic Prescribing: A Systematic Review
AiTLAS: Artificial Intelligence Toolbox for Earth Observation
Artificial Intelligence Distinguishes COVID-19 from Community Acquired Pneumonia on Chest CT
Searching for Exoplanets Using Artificial Intelligence
Artificial Intelligence in Drug Discovery: Applications and Techniques
PyTrial: A Comprehensive Platform for Artificial Intelligence for Drug Development
Artificial intelligence–enabled rapid diagnosis of patients with COVID-19
Artificial Intelligence from Research to Application; the Upper-Rhine Artificial Intelligence Symposium (UR-AI 2019)
White paper: ethics and trustworthiness of artificial intelligence in clinical surgery
Artificial Intelligence Marketing: The Effect of Artificial Intelligence on Purchasing Intent in Online Shopping
A review of applications of artificial intelligence in veterinary medicine
ARTIFICIAL INTELLIGENCE AND ITS IMPACT ON SOCIETY
The effect of artificial intelligence usage on human resources management
Recent evidence of economic evaluation of artificial intelligence in ophthalmology
Artificial Intelligence Technologies in Criminal Procedural Proving
Challenges for children’s rights in connection with the development of artificial intelligence
Impact of the Role of Artificial Intelligence on Mental Health
Legal Means of Providing the Principle of Transparency of the Artificial Intelligence
On the use of artificial intelligence methods for solving problems in the oil and gas industry
Analysis of Artificial Intelligence regulations for trustworthiness
THE GENERATION OF ORNAMENTS USING ARTIFICIAL INTELLIGENCE
Applications of Artificial Intelligence in Nursing Care: A Systematic Review
Student perspectives on the integration of artificial intelligence into healthcare services
Deployment of Artificial Intelligence in Fisheries and Aquaculture Sector
Future of the Artificial Intelligence: Object of Law or Legal Personality?
Technological machines and artificial intelligence in nursing practice
A Study on Artificial Intelligence in Marketing
Legal and Judicial Dealings with Artificial Intelligence as an Inventor
An Analysis of the Feasibility of Artificial Intelligence to Replace Lawyers
Application and development of artificial intelligence in environmental health
Leverage Emotional and Artificial Intelligences for Employees
An ethical pathway for the use of Artificial Intelligence in Medicine and Nursing Care
Application of Artificial Intelligence in Static Formation Temperature Estimation
Application of Artificial Intelligence Vision Technology in Chinese Fencing Teaching
Artificial Intelligence in Engineering Education in the Case of Self-driving Vehicle Curriculum
Artificial Intelligence in Finance: Possibilities and Threats
Opportunity of Artificial Intelligence for Clinical and Laboratory Diagnostics of Inflammatory Bowel Diseases
Remodeling Hospitality Industry through Artificial Intelligence
Artificial Intelligence as Key Driver for Competitiveness in the Railway Industry: Review
Performance of Artificial Intelligence Models in Analysis and Prediction of Water Potability
A Review on Explainable Artificial Intelligence for Healthcare: Why, How, and When?
Health Informatics: Clinical Information Systems and Artificial Intelligence to Support Medicine in the CoViD-19 Pandemic
Breakthrough of Clinical Candida Cultures Identification Using the Analysis of Volatile Organic Compounds and Artificial Intelligence Methods
Science Mapping of Social Media Analytics in Health Through Artificial Intelligence
A Study of Optimization Models for Creation of Artificial Intelligence for the Computer Game in the Tower Defense Genre
On Translation Technology Education at Chinese Higher Educational Institutions in the Age of Artificial Intelligence
Review on computer aided diagnosis of pancreatic cancer using Artificial Intelligence System
The Application of Artificial Intelligence on the Traceability and Dispersion of Air Pollution
Artificial Intelligence Techniques to Predict the Infectious Diseases: Open Challenges and Research Issues
Prediction of Higher Heating Value HHV of Date Palm Biomass Fuel using Artificial Intelligence Method
Interpretable Hyperspectral Artificial Intelligence: When nonconvex modeling meets hyperspectral remote sensing
National Varieties of Artificial Intelligence Discourses: Myth, Utopianism, and Solutionism in West European Policy Expectations.
AAM-Gym: Artificial Intelligence Testbed for Advanced Air Mobility
An Improved Artificial Intelligence based Service Quality to Increase Customer Satisfaction and Customer Loyalty in Banking Sector
Exploration of Online and Offline Media Convergence Based on Artificial Intelligence Technology
A Review of Non Invasive Blood Pressure Monitoring using Artificial Intelligence based Approaches
Lower Limb Exercise Rehabilitation Assessment Based on Artificial Intelligence and Medical Big Data
Effectiveness of artificial intelligence, decentralized and distributed systems for prediction and secure channelling for Medical Tourism
The Coronavirus Pandemic and the Transformation of Telehealth in the Context of Artificial Intelligence
Why Do Retail Customers Adopt Artificial Intelligence (AI) Based Autonomous Decision-Making Systems?
CADUCEO: A Platform to Support Federated Healthcare Facilities through Artificial Intelligence
Missing the Forest for the Trees: End-to-End AI Application Performance in Edge Data Centers
Measuring perception towards AI-based chatbots in Insurance Sector
Study of Hotel AI Application and Development Trends in 5G Era
Explicable AI for surveillance and interpretation of Coronavirus using X-ray imaging
Developing a Series of AI Challenges for the United States Department of the Air Force
AI Application: Real-time Tracking of a Small Number of Moving Objects by Camera
Tunable Non-Volatile Analog Resistive Memory and Its Application in AI
Creating AI Characters for Fighting Games Using Genetic Programming
Applicability of GPGPU Computing to Real-Time AI Solutions in Games
AI and IoT Enabled Technologies for Monitoring the Right to Health of Disabled People
Challenges and Inspirations of AI and Related Technologies in Intelligence Analysis
AI and Machine Learning Based Classification of Air Quality Index Using COVID-19 Lockdown Period Data
Federated learning for AI to improve patient care using wearable and IoMT sensors
Personalized Stress Monitoring AI System For Healthcare Workers
A Study on Bladder Cancer Detection using AI-based Learning Techniques
From cloud AI to embedded AI in cardiac healthcare
An AI-based tennis game by application of virtual reality components
Artificial Intelligence and its Influence on E-Commerce
Legal and Implementation Issues of Enterprise Artificial Intelligence
Artificial Intelligence Technology Supports the Following Research on the Generation of Subtitles for College English Teaching
Research on Network Attack Information Acquisition and Monitoring Method based on Artificial Intelligence
Intelligent Archive Construction Driven by Artificial Intelligence
Research and implementation of network attack and defense countermeasure technology based on artificial intelligence technology
Artificial Intelligence for Edge Computing Security: A Survey
Research on Artificial Intelligence Forecasting Method Integrating Data Mining and Statistical Analysis
Cognitive artificial intelligence: Brain-inspired intelligent computation in artificial intelligence
Smart Home Trash Can based on Artificial Intelligence Technologies
Multi-Level Integration Analysis of Artificial Intelligence in Computer Network Technology
Application of Artificial Intelligence in Mechanized Construction of Power Grid Engineering
An Efficient Artificial Intelligence based Human-Machine Interaction System
The New Development Direction of Artificial Intelligence—Human Cyber Physical Intelligence
Research on Application of Education Big Data Integrated with Artificial Intelligence Technology in Teaching Field
Research on Frontier Issues of New Generation Artificial Intelligence
The application of cognitive artificial intelligence within C4ISR framework for national resilience
Artificial Intelligence based Network Intrusion Detection with Hyper-Parameter Optimization Tuning on the Realistic Cyber Dataset CSE-CIC-IDS2018 using Cloud Computing
Analysis and Research on the Application of Artificial Intelligence and Computational Intelligence in the Internet of Things
A Survey of Application of Artificial Intelligence Methods in SDN.

We apply our resources in a novel way for the above topics for a successful outcome of its result. We also have published AI articles in leading journals like ACM,SPRINGER nature, SCIENCE DIRECT, ELSEVIER ,Wiley-Blackwell ,THOMSON REUTERS, MDPI, INDERSCIENCE, TAYLOR & FRANCIS and so on……..A complete topic selection assistance will be given ,we also carry out modified AI paper work.

So without further delay contact us for your Artificial Intelligent project.