Torrent details for "Udemy - Machine Learning made Easy : Hands-on python"    Log in to bookmark

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English English
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4.47 GB
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f8123cc54e66d091a4ae53356dc0b78c4b17e1f4
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24-11-2020 15:17
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Description

The course covers Machine Learning in exhaustive way. The presentations and hands-on practical are made such that it’s made easy. The knowledge gained through this tutorial series can be applied to various real world scenarios.

UnSupervised Learning and Supervised Learning are dealt in-detail with lots of bonus topics.

The course contents are given below:

   Introduction to Machine Learning
   Introductions to Deep Learning
   Installations
   Unsupervised Learning
   Clustering, Association
   Agglomerative, Hands-on
   DBSCAN, Hands-on
   Mean Shift, Hands-on
   K Means, Hands-on
   Association Rules, Hands-on
   Supervised Learning
   Regression, Classification
   Train Test Split, Hands-on
   k Nearest Neighbors, Hands-on
   kNN Algo Implementation
   Support Vector Machine (SVM), Hands-on
   Support Vector Regression (SVR), Hands-on
   SVM (non linear svm params), Hands-on
   SVM kernel trick, Hands-on
   SVM mathematics
   Linear Regression, Hands-on
   Gradient Descent overview
   One Hot Encoding (Dummy vars)
   One Hot Encoding with Linear Regr, Hands-on
   Info about Datasets

Who this course is for:

   python programmers, C/C++ programmers, working of scripting (like javascript), fresh developers and intermediate level programmers who want to learn Machine Learning

Requirements

   working knowledge of python

Last Updated 11/2020

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