Classification Algorithm in Hindi
Offered By: Great Learning via YouTube
Course Description
Overview
Dive into a comprehensive 3-hour Hindi tutorial on Classification Algorithms, covering essential supervised learning techniques. Explore various classification methods including decision trees, logistic regression, support vector machines, and naive Bayes classification. Learn both theoretical concepts and practical implementations using Python on real datasets. Master linear regression, logistic regression, naive Bayes algorithm, decision trees, random forests, and support vector machines through detailed explanations and hands-on coding examples. Gain valuable skills in identifying categories of new observations based on training data, applicable across multiple industries and data science roles.
Syllabus
- Linear Regression.
- Logistic Regression with implementation in Python.
- Naive Bayes Algorithm with implementation in Python.
- Decision Tree with implementation in Python.
- Random Forest with implementation in Python.
- Support Vector Machine with implementation in Python.
Taught by
Great Learning
Related Courses
Statistical Learning with RStanford University via edX The Analytics Edge
Massachusetts Institute of Technology via edX Machine Learning 1—Supervised Learning
Brown University via Udacity The Caltech-JPL Summer School on Big Data Analytics
California Institute of Technology via Coursera 機器學習技法 (Machine Learning Techniques)
National Taiwan University via Coursera