Projects On Machine Learning and Artificial Intelligence that includes a wide range of possible ideas among different fields, Machine Learning (ML) and Artificial Intelligence (AI) are considered as extensive domains are listed here. The proposed topic by us on Machine Learning and Artificial Intelligence is expected to be engaging and will have relevance to your area of expertise. Spanning from basic to more innovative topics, we offer few various project plans in an explicit manner:
- Basic Machine Learning Projects:
- Iris Flower Classification: For machine learning projects, Iris Flower is examined as a prevalent beginner’s dataset. Iris flowers should be categorized into types on the basis of their characteristics effectively.
- Wine Quality Prediction: As a means to forecast quality of wine, we plan to employ physicochemical characteristics.
- Digit Recognition: Generally, the MNIST dataset ought to be employed to categorize hand-written digits in an appropriate manner.
- Natural Language Processing (NLP):
- Sentiment Analysis: From customer feedback or tweets, we intend to forecast sentiment (negative/positive).
- Chatbot Development: Specifically, libraries such as ChatterBot or environments such as Rasa must be utilized.
- Topic Modeling: In an enormous collection of text, recognize topics through the utilization of LDA (Latent Dirichlet Allocation).
- Computer Vision:
- Face Detection & Recognition: Typically, Dlib or OpenCV in python has to be employed in an extensive manner.
- Object Detection: On conventional datasets, our team focuses on employing pre-trained frameworks such as SSD, YOLO, or Faster R-CNN.
- Image Captioning: In order to create headings for images, we plan to utilize deep learning.
- Recommendation Systems:
- Movie Recommender: Generally, approaches such as collaborative filtering or the MovieLens dataset could be utilized to develop a movie recommender system.
- Book Recommendation System: On the basis of user reading practice and priorities, we intend to create a book recommendation framework.
- Focus on customized product recommendations in E-commerce.
- Time Series & Forecasting:
- Stock Price Prediction: As a means to forecast expected costs, our team aims to employ historical stock price data.
- Weather Forecasting: Through the utilization of time series analysis, it is significant to forecast climatic patterns.
- Sales Forecasting: Mainly, the forthcoming deals of a product must be forecasted by means of employing historical data.
A vast number of probable project plans among numerous fields are encompassed in Artificial Intelligence (AI) and Machine Learning (ML). Therefore, these are examined as massive disciplines. We have recommended a few varied project plans, covering a wide range from primary to more progressive topics, in this article.
Thesis Topics & Ideas in Machine Learning and Artificial Intelligence
Thesis Topics & Ideas in machine learning and artificial intelligence that are interesting are listed below.
- A Generative Adversarial Network for AI-Aided Chair Design
- Interactive AI for Linguistic Education Built on VR Environment Using User Generated Contents
- AI Integration in Business Processes Management
- Application of AI Identification Technology in Foreign Language Education
- AI CHATBOT using Web Speech API and Node.Js
- The Power of AI in IoT : Cognitive IoT-based Scheme for Web Spam Detection
- Automation in Baking using AI and IoT
- IBM Auto AI Bot: Diabetes Mellitus Prediction Using Machine Learning Algorithms
- Automated biological pathway knowledge retrieval based on semantic web services composition and AI Planning
- FPGA Implementation of Support Vector Machine Using Ising Model for AI on Things
- Developing the Strategies for AI Products based on the Technology Decomposition Framework
- Smart System Architecture for Sensors with Integrated Signal Processing and AI
- AI-Enabled Blockchain Consensus Node Selection in Cluster-Based Vehicular Networks
- Application of AI Algorithm in Video Indexing and Retrieval
- Design of Mathematical Online Training Interactive Framework based on AI-assisted Data Modeling Algorithm Visualization Process
- Application of AI Data Mining in Legal Digital Resources in China Based on Big Data
- Coordination between control layer AI and on-board AI in optical transport networks [Invited]
- Artificial Intelligence (AI) in Renewable Energy Systems: A Condensed Review of its Applications and Techniques
- Toward Efficient Data Trading in AI Enabled Reconfigurable Wireless Sensor Network Using Contract and Game Theories
- AI Ethics Principles in Practice: Perspectives of Designers and Developers