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
Tokenising text
Lemmatization of words
Bag of words, Sentiment Analysis
Explore values curiosity: Did you know?The Hawaiian alphabet has 13 letters
Data skills are the most sought after with some of the highest paid salaries on offer.
Our facilitators and support team have been there and done that - experienced practitioners with a range of data mastery in Utilities, Retail and Financial Services. They are your champions and cheerleaders.
The course is built around solving actual problems, whilst learning the latest tools and technologies. Based on the issues that our renowned scientists have helped to solve, each course was designed by a team with years of experience at a global level.
EXPLORE prides itself on the practicality of its courses. Participants must be able to apply the skills and knowledge that they acquire to do Amazing Things. Specialists have put their incredible skills together to ensure that learning adds value and not just 'nice-to-know'.
Participants will have extended access to the material that is covered in the course, allowing them to revisit the techniques whenever they choose to.
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.
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:
Programming in Python makes using you data simple & easy, get a feel for how you'll master this art
A solid foundation in the theories behind Machine Learning make applying the tools that much easier.
A solid foundation in the theories behind Machine Learning make applying the tools that much easier.
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