lokanath1986 Goto Github PK

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Name: Predictive Modelling

Type: User

Bio: Having rich experience on Data science domain and predominantly working on Data science like Machine Learning,Deep learning and Artificial intelligence.

Predictive Modelling's Projects

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

concrete_nlp_tutorial

An NLP workshop about concrete solutions to real problems

cricket-highlights-generation

In this repo, let us build a prototype to automate the process of highlight extraction using simple speech analysis (without using any machine learning and deep learning algorithms)

Income Prediction: Use Case: In this case study, we will build a decision tree to predict the income of a given population, which is labelled as <=$50K and >$50K. The attributes (predictors) are age, working class type, marital status, gender, race etc. In the following sections, we'll: - clean and prepare the data, - build a decision tree with default hyperparameters, - understand all the hyperparameters that we can tune, and finally - choose the optimal hyperparameters using grid search cross-validation.