[Udemy 100% Free]-Learn Machine Learning 101 Class Bootcamp Course NYC - 100% Free Udemy Discount Coupons For Online Courses

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Friday, February 8, 2019

[Udemy 100% Free]-Learn Machine Learning 101 Class Bootcamp Course NYC

[Udemy 100% Free]-Learn Machine Learning 101 Class Bootcamp Course NYC




Description

Machine Learning 101 Class Bootcamp Course NYC

Python Scikit-learn Library

Supervised vs Unsupervised Learning

Regression vs Classification models

Categorical vs Continuous feature spaces

Modeling Fundamentals: Test-train split, Cross validation(CV), Bias–variance tradeoff, Precision and Recall, Ensemble models

Interpreting Results of Regression and  Classification Models (Hands On)

Parameters and Hyper Parameters

SVM, K-Nearest Neighbor, Neural Networks

Dimension Reduction

Hands on:
Understanding and Interpreting results of Regression and Logistic Regression using Google Spreadsheets and Python

Calculating R-Square, MSE, Logit manually in excel for enhanced understanding (Multiple Regression)

Understanding features of Popular Datasets: Titanic, Iris (Scikit) and Housing Prices

Running Logistic Regression on Titanic Data Set

Running Regression, Logistic Regression, SVM and Random Forest on Iris Dataset

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