Machine Learning with Python Hands-on
15 videos • 409 views • by Infinity Solution's Concept Builder
1
ML 1.6 : Naive Bayes Algorithm
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2
ML 1.7: Naive Bayes with Examples
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3
ML 1.8 : Case Study with Python Code - Naive Bayes for IMDB Movie Review Classification
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4
ML 1.9 : Bag of Words Approach
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5
ML Lecture 1.10 : Unigrams, Bigrams on IMDB dataset
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6
Machine Learning Lecture 2.1 : Linear Regression Theory and Hands-on with Python
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7
Machine Learning Lecture 3.1 : Support Vector Machine | Introduction to Hard and Soft Margin SVM
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8
Machine Learning Lecture 3.2 : Soft Margin SVM Mathematical Derivation
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9
Machine Learning Lecture 4.1 : Introduction to Decision Tree
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10
Machine Learning Lecture 4.2 : Building a Decision Tree based on Information Gain/Entropy measure
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11
Machine Learning Lecture 4.3 : Decision Tree Classifier based on Gini Impurity with Python Code
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12
Machine Learning Lecture 4.4 : Overfitting and Underfitting in Decision Trees
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13
Machine Learning Lecture 4.5: Decision Tree Optimization by Pre-Pruning and Post-Pruning | with Code
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14
Machine Learning Lecture 8.1 : Ensemble Learning with python Code
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15
Machine Learning Lecture 8.2 : Bias-Variance Trade-off in detail
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