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   4.3  23 reviews on Udemy

Mastering Machine Learning Algorithms: A Project Tutor

Build ML models in python without downloading any software
Course from Udemy
 203 students enrolled
 en
In this hands-on project based course, students will learn fundamentals and actual implementation of various machine learning algorithms.
Build regressor, classifier and clusters for real world application using online project working environment and that too without downloading any software.
Make prediction using linear regression and optimization model coefficents using gradient descent algorithm
To build a logistic regression classifier to predict customer purchased decision
To classify mall customers based on k means clustering for market basket analysis. Use of ELBOW method to detect optimal k value
To identifying the gender of a voice using SVM classifier
Data visualization with seaborn and matplotlib library
Model perfromance evalution using metrics like MSE, R-square error, confusion matrix, precision, recall, f1-score
K-fold cross validation method

  • This project based course consists of video lectures with coding on cloud based Jupyter notebooks.

  • It guides you to set up an  easy and interactive project working environment without downloading any software.

  • It’s a bunch of 5 projects based on machine learning algorithms covering all details of implementation in python.

  • You can go through side by side video lectures to implement step wise projects inthe given worksheet as per your pace.

  • Finally you can download whole project code.

  • Final project solution sheets are also provided.

Mastering Machine Learning Algorithms: A Project Tutor
$ 19.99
per course
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