I want to using machine learning approach for fault diagnosis. Before that what are the basics to be learnt. Any link to learn kindly provide me.
Dear Amarnath,
Also i invit you to see links and attached file on topic.
Your First Machine Learning Project in Python Step-By-Step
https://machinelearningmastery.com › machine-learning-in-python-step-by-s...
Machine Learning and Deep Learning Algorithms for ... - arXiv
https://arxiv.org › pdf
A Novel Bearing Multi-Fault Diagnosis Approach Based on ...
https://www.ncbi.nlm.nih.gov › articles › PMC6022092
Machine Learning Support for Logic Diagnosis - Universität ...
https://elib.uni-stuttgart.de › bitstream › VeroeffentlichungLRG
Best regards
First of all you are advised to start an online machine learning course in which you be given a weekly assignments which will enhance your understanding to the ML subject. After that you can find many links such that suggested in the previous answers.
Best wishes.
Consider localized on-line systems for remote learning including regulations and parent and small school options when teachers are not available. Central USA is sparsely populated with states offering guidelines and requirement with these types of links:
https://doe.sd.gov/oatq/homeschooling.aspx; www.thehomeschoolmom.com; and www.homeschoolacadamy.com
@ Amarnath You can follow these steps:
1. Data partition
2. Training set
3. Test set / validation set
4. R - caret package and python ML project
5. Over fitting and under fitting
6. CART, Random forest, SVM
7. Pruning, cross validation, bagging
8. Prediction performances
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