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List the steps involved in ml project
3 Answers
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Swetha
Some more information can be found at this link below go and have an read
https://towardsdatascience.com/workflow-of-a-machine-learning-project-ec1dba419b94
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Swetha
Any ml project consist of sane type of work flow which is start like this way
â¶Gathering data:- in this according to the project we gather all necessary information about the data and data type and day sets for those project
â¶Preparing that data:- then we prepare that data where we load our data into a suitable place and prepare it for use in our machine learning training.
â¶Choosing a model:- then we choose model according to architecture and requirement of the project
â¶Training:- we will use our data to incrementally improve o,ur modelâs ability to predict the outcome in accurate way
â¶Evaluation:-This is where that dataset that we set aside earlier comes into play. Evaluation allows us to test our model against data that has never been used for training.Â
â¶Hyper parameter tuning:- in these we tuned the weak data set by selecting important information from that data to use in prediction
â¶Prediction:-Prediction, or inference, is the step where we get to answer some questions.
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This sort of question can also be done as a web search.