What you Will study ?
- Carry out superior linear regression utilizing predictor choice strategies
- Carry out any sort of nonlinear regression evaluation
- Make predictions utilizing the ok nearest neighbor (KNN) approach
- Use binary (CART) timber for prediction (each regression and classification timber)
- Use non-binary (CHAID) timber for prediction (each regression and classification timber)
- Construct and prepare a multilayer perceptron (MLP)
- Construct and prepare a radial foundation funcion (RBF) neural community
- Carry out a two-way cluster evaluation
- Run a survival evaluation utilizing the Kaplan-Meier technique
- Run a survival evaluation utilizing the Cox regression
- Validate the predictive strategies (KNN, timber, neural networks) utilizing the validation set method and the cross-validation
- Save a predictive evaluation mannequin and use it for predictions on future new knowledge
Turn out to be a High Performing Data Analyst – Take This Advanced Data Science Course in SPSS!
Inside a couple of days solely you may grasp a few of the most advanced knowledge evaluation strategies accessible in the SPSS program. Even in case you are not knowledgeable mathematician or statistician, you’ll understood these strategies completely and can be capable to apply them in sensible, actual life conditions.
These strategies are used day-after-day by knowledge scientists and knowledge miners to make correct predictions utilizing their uncooked knowledge. If you wish to be a excessive expert analyst, you have to know them!
With out additional ado, let’s see what you’re going to study…
For every evaluation approach, a brief theoretical introduction is supplied, in order to familiarize the reader with the basic notions and ideas associated to that approach. Afterwards, the evaluation is executed on a real-life knowledge set and the output is totally defined.
Furthermore, for some strategies (KNN, determination timber, neural networks) additionally, you will study:
Be a part of instantly and begin constructing refined, in-demand knowledge evaluation expertise in SPSS!
- SPSS program put in (model 21+)
- Primary SPSS data
- Primary or intermediate statistics data
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