Data Science Algorithms With Examples | Data Science Tutorial For Beginners | Simplilearn

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Data Science techniques have become reasonably popular to solve business problems. This video will help you learn some of the essential data science algorithms used by data scientists to work on complex tasks. You will implement these algorithms using Python and R. These algorithms use supervised and unsupervised learning methods to train models.

Here are the topics that will be covered in this video:
00:00:00 Logistic Regression
00:05:50 Types of Regression
00:19:28 Decision Tree
01:03:19 What is Random forest
01:28:05 Clustering Algorithm
01:43:39 Divisive Clustering
02:09:46 Support Vector Machine in R
02:27:55 K-Nearest Neighbors Algorithm
03:36:38 K-Means Clustering
04:25:28 Time-series Analysis

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