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: https://colab.research.google.com/drive/1fh-clVMIgwN3eJVo219l1BdmpsetrDmN?usp=sharing

Complete Roadmap to Become a Data Scientist in 2022: https://youtu.be/lHKlCqx94OY

Here’s my favorite resources:

Best Courses for Analytics:
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+ Google Analytics: https://coursera.pxf.io/x9jJe3
+ IBM Data Science: https://coursera.pxf.io/9WjVmY
+ SQL Basics: https://coursera.pxf.io/5bDkWo

Best Courses for Programming:
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+ Data Science in R: https://coursera.pxf.io/LPy0jV
+ Python for Everybody: https://coursera.pxf.io/QOvYaa
+ Data Structures & Algorithms: https://coursera.pxf.io/9WjVm4

Best Courses for Machine Learning:
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+ Math Prerequisites: https://coursera.pxf.io/kj14D0
+ Machine Learning: https://coursera.pxf.io/Ao1gxK
+ Deep Learning: https://coursera.pxf.io/Jrvke2

+ ML Ops: https://coursera.pxf.io/gbeRMg

Best Courses for Statistics:
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+ Statistics with Python: https://coursera.pxf.io/Xxv40G
+ Statistics with R: https://coursera.pxf.io/za5zZ0

Best Courses for Big Data:
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+ Google Cloud Data Engineering: https://coursera.pxf.io/0JMGEO
+ AWS Data Science: https://coursera.pxf.io/n1Z4rV
+ Big Data Specialization: https://coursera.pxf.io/ORvYVZ

More Courses:
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+ Tableau: https://coursera.pxf.io/3Pqk6r
+ Excel: https://coursera.pxf.io/RyN0gX

+ Computer Vision: https://coursera.pxf.io/doPyNW
+ Natural Language Processing: https://coursera.pxf.io/YgvVEe

+ IBM Dev Ops: https://coursera.pxf.io/KevBa7
+ IBM Full Stack Cloud: https://coursera.pxf.io/mgJ497
+ Object Oriented Programming: https://coursera.pxf.io/x9jJVx

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