Your First NLP Tutorial in Python - Spam Classification

(Links on this page my give me a small commission from purchases made - thank you for the support!) In this video we implement an email spam classifier using NLTK (natural language processing toolkit) in Python. We use the bag of words (BOW) approach to building the model, after performing tokenizing, lemmatization / stemming, and removing stop words. You'll learn a ton about NLP in just 20 minutes! Link to the Colab notebook: Roadmap to Become a Data Scientist / Machine Learning Engineer in 2022: Roadmap to Become a Data Analyst in 2022: Roadmap to Become a Data Engineer in 2022: Here's my favourite resources: Best Courses for Analytics: --------------------------------------------------------------------------------------------------------- IBM Data Science (Python): Google Analytics (R): SQL Basics: Best Courses for Programming: --------------------------------------------------------------------------------------------------------- Data Science in R: Python for Everybody: Data Structures & Algorithms: Best Courses for Machine Learning: --------------------------------------------------------------------------------------------------------- Math Prerequisites: Machine Learning: Deep Learning: ML Ops: Best Courses for Statistics: --------------------------------------------------------------------------------------------------------- Introduction to Statistics: Statistics with Python: Statistics with R: Best Courses for Big Data: --------------------------------------------------------------------------------------------------------- Google Cloud Data Engineering: AWS Data Science: Big Data Specialization: More Courses: --------------------------------------------------------------------------------------------------------- Tableau: Excel: Computer Vision: Natural Language Processing: IBM Dev Ops: IBM Full Stack Cloud: Object Oriented Programming (Java): TensorFlow Advanced Techniques: TensorFlow Data and Deployment: Generative Adversarial Networks / GANs (PyTorch): Become a Member of the Channel! Follow me on LinkedIn! Full Disclosure: Please note that I may earn a commission for purchases made at the above sites! I strongly believe in the material provided; I only recommend what I truly think is great. If you do choose to make purchases through these links; thank you for supporting the channel, it helps me make more free content like this! #GregHogg #DataScience #MachineLearning