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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