Fake News Articles Detection Machine Learning Model in Python
Fake News Articles Detection Machine Learning Model in Python. With PassiveAgressiveClassifier Machine Learning Model, we are going to classify news articles in Python.
This Tutorial Explained in Beginners point of view to understand How Machine Learning Algorithms Work ? and How to Develop a classification Machine Learning Model in Python.
Explained Concepts from Data Extraction, Pre Processing of Data, Data Analysis, Removing Null Values, Removing Duplicate Values, Balancing imbalanced dataset with Under sampling, Over Sampling methods, Creating a Logistic Regression Machine Learning Model, Training Model, Predicting Values with Model and evaluating Model Predictions with Accuracy Score.
00:00 - 01:28 - Intro about Model
01:28 - 02:36 - Installing Libraries
02:36 - 14:18 - Data Analysis
14:18 - 24:45 - Pre Processing Text Data
24:45 - 33:13 - Scaling Data
33:13 - 35:37 - Model Creation
35:37 - 36:09 - Training Model
36:09 - 38:20 - Evaluating Model
38:20 - 44:24 - Predicting Values From Model
44:24 - 51:02 - Recap
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