Learn to build a fake news classifier using machine learning algorithms and Natural Language Processing in this 25-minute video tutorial. Explore techniques like Count Vectorizer and Bag of Words for text processing, and implement multinomial classification algorithms to detect disinformation in news outlets and social media. Gain hands-on experience with the provided GitHub repository and follow along with the first part of this practical NLP project.