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Regression vs. Classification in Machine Learning
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Video Description:
What's the difference between regression and classification in machine learning? In this tutorial, I'll clearly explain the core differences between these two fundamental machine learning problem types.
We'll go in-depth on topics like:
Regression vs classification - the core differences
Types of machine learning problems for each
Model outputs - numeric vs discrete classes
Evaluation metrics for regression and classification
Common algorithms like linear regression, logistic regression, decision trees, and SVM
Examples and case studies for both problem types
Understanding the unique features and approaches of regression versus classification is key to selecting the right machine learning model type for your problems. Follow along with clear examples in Python to cement your intuition in working with these foundational techniques.
Whether you're a beginner or want to deepen your ML knowledge, this regression vs. classification tutorial has you covered!
#machinelearning #regression #classification #python
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🔥 Streamlit course for dash boards and webapps for data science (playlist):
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for more details:
AI Ka Chilla 2023
Join this channel to get access to perks:
#datascience
---------------------------------------------------------------------------------------------------------------------------------------
Video Description:
What's the difference between regression and classification in machine learning? In this tutorial, I'll clearly explain the core differences between these two fundamental machine learning problem types.
We'll go in-depth on topics like:
Regression vs classification - the core differences
Types of machine learning problems for each
Model outputs - numeric vs discrete classes
Evaluation metrics for regression and classification
Common algorithms like linear regression, logistic regression, decision trees, and SVM
Examples and case studies for both problem types
Understanding the unique features and approaches of regression versus classification is key to selecting the right machine learning model type for your problems. Follow along with clear examples in Python to cement your intuition in working with these foundational techniques.
Whether you're a beginner or want to deepen your ML knowledge, this regression vs. classification tutorial has you covered!
#machinelearning #regression #classification #python
---------------------------------------------------------------------------------------------------------------------------------------
---------------------------------------------------------------------------------------------------------------------------------------
---------------------------------------------------------------------------------------------------------------------------------------
Explore other free courses here:
🔥 Streamlit course for dash boards and webapps for data science (playlist):
---------------------------------------------------------------------------------------------------------------------------------------
🔥-Follow me on following platforms:
---------------------------------------------------------------------------------------------------------------------------------------
#dataScience
---------------------------------------------------------------------------------------------------------------------------------------
for more details:
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