Data Science Algorithms Full Course | Data Science Tutorial For Beginners | Simplilearn
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This video on Data Science algorithms 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.
Below are the topics covered in this Data Science Algorithms Full Course video:
00:00:00 Logistic regression
00:19:37 Decision tree
01:28:14 Clustering Algorithm
02:09:54 SVM Algorithm
02:28:03 K-Means Clustering
02:54:30 Naive Bayes Classifiers
04:25:35 Time series analysis
Below Data Science algorithms are explained in this tutorial:
logistic Regression
Types of Regression
Decision Tree
What is Random forest
Clustering Algorithm
Divisive Clustering
Support Vector Machine in R
K-Nearest Neighbors Algorithm
K-Means Clustering
Time-series Analysis
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✅ Skills Covered
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- Descriptive Statistics
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- Supervised and Unsupervised Learning
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- Data Visualization
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