phdservices.org directs scholars in the field of AI we propose a wide choice to perform simple research experiments to advanced investigations. We have suggested some of the latest and trending AI project ideas for all levels of researchers we support research topic assistance, paper writing, thesis writing and much more.
- Sentiment Analysis Tool
We build a tool to analyse machine learning which classifies movie reviews or tweets as constructive, harmful, or neutral.
- Chatbot Development
We support users to book tickets, answering FAQs or by providing information to develop a chatbot by using rule-based systems or machine learning.
- Handwriting Recognition
Our team guides scholars to know handwritten digits or alphabets by using neural networks to build a system.
- Stock Price Prediction
We can forecast future stock prices by implementing machine learning algorithms which is based on historical data.
- Object Recognition App
Our team guides how to create an app to classify objects through a smartphone camera by using a pre-trained model.
- Self-Driving Car Replication
This algorithm helps to control a simulated car by implementing machine learning algorithms. It ranges from simple tasks like lane-following to compound maneuvers like parking.
- Facial Recognition for Security
A facial recognition system will be built so that it will be used for secure authentication.
- Smart Home Mechanization
AI algorithms will be applied to automate several aspects which is used for home management like light control, HVAC settings or security monitoring.
- Music Recommendation Engine
Machine learning is used to develop a system that recommends music based on user preferences or mood.
- Text Summarization Tool
For quick reading or academic research, we will create a tool that automatically review long articles or documents, which could be useful.
Artificial Intelligence Tools and Libraries
Here are some useful tools and libraries you can use for these projects:
Some of the tools that are used frequently for the AI projects are:
- Under data visualization we use Matplotlib, Seaborn.
- From Python Libraries we apply scikit-learn, TensorFlow, PyTorch, NLTK, SpaCy.
- Raspberry Pi, Arduino, ROS (Robot Operating System under Robotics and Automation.
- In Web Development we apply tools such as Flask, Django for deploying models.
Our developers concentrate to follow guidelines for projects that involves user data or facial recognition, please note that it is important to give proper credit for datasets and pre-trained models.phdservices.org team carries out dissertation writing and thesis ideas successfully as we apply trending ideas and techniques in all AI projects.
What are the parameters of artificial neural network?
Artificial Neural Networks (ANNs) are composed of many layers of organized nodes or “neurons,” and they have numerous types of parameters which need to be improved during the training procedure. The main two types of parameters in which we work are listed below:
Weights
Here it represents the coefficients for connections among neurons in end-to-end layers. We adjust the connection between two neurons as it has weight, we adjust these weights during the learning process. They become a crucial factor as they influence the signal (input data) as it passes through the network from input to output.
Biases
We generally add biases to the activation function which is applied before the biased sum. One neuron has one bias. During the learning process we can adjust the bias. A trainable constant value is provided with every neuron, in which the trainable weights are affected by the input.
Architecture and activation functions are some of the crucial elements which describes how a network operates even though they are noy parameters.
Architecture-Related
Feedforward, Convolutional, Recurrent, etc are the types of networks that we make use here. The depth of the network, consists of one input layer, one or more unseen layers, and one output layer. Neurons consisted in each layer is the width that we mention here.
Activation Functions
ReLU (Rectified Linear Unit), Sigmoid, Tanh (Hyperbolic Tangent), Softmax.
Training Parameters
Training Parameters are crucial for the training process even though it is not a part of the network’s architecture, we have research experts who have in depth subject knowledge to direct scholars under all circumstances:
- Knowledge Rate: In optimization algorithm we train, how optimization algorithm controls weight updating
- Group Size: Under one repetition the number of training samples that we consider.
- Number of Epochs: When an entire dataset is passed both forward and backward through neural network precisely once, we mean as one epoch.
- Damage Function: For reversion tasks Mean Squared Error or for organization
- Cross-Entropy
- Optimization Algorithm: Adam, Gradient Descent or RMSprop applied for Optimization Algorithm.
- Regularization Parameters: Like L1/L2 regularization terms or dropout rate.
- Momentum: A parameter to advance the speediness and steadiness of the optimization.
Loading Methods
- Random Loading: Small random figures for weights.
- Zero Loading: Zeroes for biases.
Networks performance will be slightly affected by these various combinations of parameters and elements, phdservices.org has earned the trust of more than 700+customers as we have all well-trained developers by selecting the right parameters, we carry of research work productively.
Can you give any examples of AI projects?
Here are the few examples of AI projects, phdservices.org direct you for your research topics, research ideas, dissertation writing, paper writing, thesis writing, paper publishing and much more….
- Artificial Intelligence-assisted system development in gastrointestinal endoscopy and surgery
- Evaluation environment using edge computing for artificial intelligence-based irrigation system
- Online Career Counsellor System based on Artificial Intelligence: An approach
- The Impact of Artificial Intelligence and Internet of Things in the Transformation of E-Business Sector
- Research on Security Self-defense of Power Information Network Based on Artificial Intelligence
- Emotional Design for Intelligent Products Using Artificial Intelligence Technology
- Pharmaceutical Routes Optimization using Artificial Intelligence Techniques
- An Artificial Intelligence approach for the multicriteria optimization in mechatronic products design
- Reengineering Clinical Decision Support Systems for Artificial Intelligence
- Implementation of Knowledge Management with Artificial Intelligence in Higher Education
- A Costly Emergencies Approach to Estimating Costs for Artificial Intelligence Review
- Practical use of Artificial Intelligence for Clinical Staff Other than Physicians
- Parameters Extraction for Equivalent Circuit Model Based on Artificial Intelligence
- Development, Application and Trend of Artificial Intelligence in China’s Financial Field
- Application of Machine Learning in the Development of Game Artificial Intelligence Modules
- Artificial Intelligence based Risk Management Framework for Distributed Agile Software Development
- Analysis of a problem in artificial intelligence
- Intelligent access method of prefabricated building Dragonfly algorithm based on artificial intelligence technology
- A Study on the Training Mode of Preschool Education Talents in the Age of Artificial Intelligence
An Induction Motor Control System Based on Artificial Intelligence
Milestones
MILESTONE 1: Research Proposal
Finalize Journal (Indexing)
Before sit down to research proposal writing, we need to decide exact journals. For e.g. SCI, SCI-E, ISI, SCOPUS.
Research Subject Selection
As a doctoral student, subject selection is a big problem. Phdservices.org has the team of world class experts who experience in assisting all subjects. When you decide to work in networking, we assign our experts in your specific area for assistance.
Research Topic Selection
We helping you with right and perfect topic selection, which sound interesting to the other fellows of your committee. For e.g. if your interest in networking, the research topic is VANET / MANET / any other
Literature Survey Writing
To ensure the novelty of research, we find research gaps in 50+ latest benchmark papers (IEEE, Springer, Elsevier, MDPI, Hindawi, etc.)
Case Study Writing
After literature survey, we get the main issue/problem that your research topic will aim to resolve and elegant writing support to identify relevance of the issue.
Problem Statement
Based on the research gaps finding and importance of your research, we conclude the appropriate and specific problem statement.
Writing Research Proposal
Writing a good research proposal has need of lot of time. We only span a few to cover all major aspects (reference papers collection, deficiency finding, drawing system architecture, highlights novelty)
MILESTONE 2: System Development
Fix Implementation Plan
We prepare a clear project implementation plan that narrates your proposal in step-by step and it contains Software and OS specification. We recommend you very suitable tools/software that fit for your concept.
Tools/Plan Approval
We get the approval for implementation tool, software, programing language and finally implementation plan to start development process.
Pseudocode Description
Our source code is original since we write the code after pseudocodes, algorithm writing and mathematical equation derivations.
Develop Proposal Idea
We implement our novel idea in step-by-step process that given in implementation plan. We can help scholars in implementation.
Comparison/Experiments
We perform the comparison between proposed and existing schemes in both quantitative and qualitative manner since it is most crucial part of any journal paper.
Graphs, Results, Analysis Table
We evaluate and analyze the project results by plotting graphs, numerical results computation, and broader discussion of quantitative results in table.
Project Deliverables
For every project order, we deliver the following: reference papers, source codes screenshots, project video, installation and running procedures.
MILESTONE 3: Paper Writing
Choosing Right Format
We intend to write a paper in customized layout. If you are interesting in any specific journal, we ready to support you. Otherwise we prepare in IEEE transaction level.
Collecting Reliable Resources
Before paper writing, we collect reliable resources such as 50+ journal papers, magazines, news, encyclopedia (books), benchmark datasets, and online resources.
Writing Rough Draft
We create an outline of a paper at first and then writing under each heading and sub-headings. It consists of novel idea and resources
Proofreading & Formatting
We must proofread and formatting a paper to fix typesetting errors, and avoiding misspelled words, misplaced punctuation marks, and so on
Native English Writing
We check the communication of a paper by rewriting with native English writers who accomplish their English literature in University of Oxford.
Scrutinizing Paper Quality
We examine the paper quality by top-experts who can easily fix the issues in journal paper writing and also confirm the level of journal paper (SCI, Scopus or Normal).
Plagiarism Checking
We at phdservices.org is 100% guarantee for original journal paper writing. We never use previously published works.
MILESTONE 4: Paper Publication
Finding Apt Journal
We play crucial role in this step since this is very important for scholar’s future. Our experts will help you in choosing high Impact Factor (SJR) journals for publishing.
Lay Paper to Submit
We organize your paper for journal submission, which covers the preparation of Authors Biography, Cover Letter, Highlights of Novelty, and Suggested Reviewers.
Paper Submission
We upload paper with submit all prerequisites that are required in journal. We completely remove frustration in paper publishing.
Paper Status Tracking
We track your paper status and answering the questions raise before review process and also we giving you frequent updates for your paper received from journal.
Revising Paper Precisely
When we receive decision for revising paper, we get ready to prepare the point-point response to address all reviewers query and resubmit it to catch final acceptance.
Get Accept & e-Proofing
We receive final mail for acceptance confirmation letter and editors send e-proofing and licensing to ensure the originality.
Publishing Paper
Paper published in online and we inform you with paper title, authors information, journal name volume, issue number, page number, and DOI link
MILESTONE 5: Thesis Writing
Identifying University Format
We pay special attention for your thesis writing and our 100+ thesis writers are proficient and clear in writing thesis for all university formats.
Gathering Adequate Resources
We collect primary and adequate resources for writing well-structured thesis using published research articles, 150+ reputed reference papers, writing plan, and so on.
Writing Thesis (Preliminary)
We write thesis in chapter-by-chapter without any empirical mistakes and we completely provide plagiarism-free thesis.
Skimming & Reading
Skimming involve reading the thesis and looking abstract, conclusions, sections, & sub-sections, paragraphs, sentences & words and writing thesis chorological order of papers.
Fixing Crosscutting Issues
This step is tricky when write thesis by amateurs. Proofreading and formatting is made by our world class thesis writers who avoid verbose, and brainstorming for significant writing.
Organize Thesis Chapters
We organize thesis chapters by completing the following: elaborate chapter, structuring chapters, flow of writing, citations correction, etc.
Writing Thesis (Final Version)
We attention to details of importance of thesis contribution, well-illustrated literature review, sharp and broad results and discussion and relevant applications study.
How PhDservices.org deal with significant issues ?
1. Novel Ideas
Novelty is essential for a PhD degree. Our experts are bringing quality of being novel ideas in the particular research area. It can be only determined by after thorough literature search (state-of-the-art works published in IEEE, Springer, Elsevier, ACM, ScienceDirect, Inderscience, and so on). SCI and SCOPUS journals reviewers and editors will always demand “Novelty” for each publishing work. Our experts have in-depth knowledge in all major and sub-research fields to introduce New Methods and Ideas. MAKING NOVEL IDEAS IS THE ONLY WAY OF WINNING PHD.
2. Plagiarism-Free
To improve the quality and originality of works, we are strictly avoiding plagiarism since plagiarism is not allowed and acceptable for any type journals (SCI, SCI-E, or Scopus) in editorial and reviewer point of view. We have software named as “Anti-Plagiarism Software” that examines the similarity score for documents with good accuracy. We consist of various plagiarism tools like Viper, Turnitin, Students and scholars can get your work in Zero Tolerance to Plagiarism. DONT WORRY ABOUT PHD, WE WILL TAKE CARE OF EVERYTHING.
3. Confidential Info
We intended to keep your personal and technical information in secret and it is a basic worry for all scholars.
- Technical Info: We never share your technical details to any other scholar since we know the importance of time and resources that are giving us by scholars.
- Personal Info: We restricted to access scholars personal details by our experts. Our organization leading team will have your basic and necessary info for scholars.
CONFIDENTIALITY AND PRIVACY OF INFORMATION HELD IS OF VITAL IMPORTANCE AT PHDSERVICES.ORG. WE HONEST FOR ALL CUSTOMERS.
4. Publication
Most of the PhD consultancy services will end their services in Paper Writing, but our PhDservices.org is different from others by giving guarantee for both paper writing and publication in reputed journals. With our 18+ year of experience in delivering PhD services, we meet all requirements of journals (reviewers, editors, and editor-in-chief) for rapid publications. From the beginning of paper writing, we lay our smart works. PUBLICATION IS A ROOT FOR PHD DEGREE. WE LIKE A FRUIT FOR GIVING SWEET FEELING FOR ALL SCHOLARS.
5. No Duplication
After completion of your work, it does not available in our library i.e. we erased after completion of your PhD work so we avoid of giving duplicate contents for scholars. This step makes our experts to bringing new ideas, applications, methodologies and algorithms. Our work is more standard, quality and universal. Everything we make it as a new for all scholars. INNOVATION IS THE ABILITY TO SEE THE ORIGINALITY. EXPLORATION IS OUR ENGINE THAT DRIVES INNOVATION SO LET’S ALL GO EXPLORING.
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