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Machine Learning Python with Theoretically for Data Science
Introduction to Machine Learning Python with Theoretically for Data Science
What is Machine Learning (4:05)
What are Machine Learning Terminologies? (2:39)
Notebooks project file link in Course Content
FAQ about Machine Learning
Quiz
Installations
Anaconda for Linux (14:43)
Anaconda for Mac (6:17)
Anaconda for Windows (10:35)
Overview of Jupyter Notebook and Google Colab (5:31)
Classification vs Regression in Machine Learning
Classification vs Regression in Machine Learning (3:38)
Machine Learning Model Performance Evaluation: Classification Error Metrics (18:02)
Machine Learning Model Performance Evaluation: Regression Error Metrics (9:51)
Machine Learning with Python (18:13)
Supervised Learning with Machine Learning
What is Supervised Learning in Machine Learning? (5:12)
Supervised Learning with Machine Learning
What is Linear Regression Algorithm in Machine Learning (7:47)
Linear Regression Algorithm with Python Part 1 (14:57)
Linear Regression Algorithm with Python Part 2 (23:39)
Linear Regression Algorithm with Python Part 3 (15:46)
Linear Regression Algorithm with Python Part 4 (19:22)
Bias Variance Trade-Off in Machine Learning
What is Bias Variance Trade-Off? (10:47)
Logistic Regression Algorithm in Machine Learning A-Z
What is Logistic Regression Algorithm in Machine (4:39)
Logistic Regression Algorithm with Python Part 1 (13:45)
Logistic Regression Algorithm with Python Part 2 (18:16)
Logistic Regression Algorithm with Python Part 3 (7:54)
Logistic Regression Algorithm with Python Part 4 (9:18)
Logistic Regression Algorithm with Python Part 5 (8:12)
Anaconda for Mac
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