Come aboard to learn how to implement different classification models in Python and how to calculate various performance metrics and predict what categories certain data sets fall into.
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Learners master the art of Implementing different classification models in Python and how to calculate various performance metrics and predict what categories certain data sets fall into. Participants also take a deep dive into the world of NLP to find insights from large corpuses of text.
Basic algorithms - Logistic regression
Advanced algorithms - SVM, Neural Networks, RF, NB
Train models and evaluate predictions
Classifying various data types
Overview of NLTK library in python - for NLP
Removing punctuation, symbols and stop words
Lemmatization of words
Bag of words, Sentiment Analysis
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At EXPLORE we firmly believe that learning can be fun, even when the content is complex. Our highly experienced course designers are able to share their insights and wisdom through our innovative learning platform and video-first approach. Take a look at what you can expect when joining us:
I met a host of characters, some who are way more like me than I ever thought possible. Others that challenged me every step of the way.
The faculty are incredible and intelligent people!
I now have a different approach to work, a systematic approach governed by EXPLORE’s principles, which enables efficiency. I'm more open to critique and correction, which improves my work.
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