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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.
EXPLORE's range of DIGITAL SKILLS offers a unique learning experience over a 6 week period. We’re confident that having nailed one skill, you’ll be back for more - the thrill of learning and applying new knowledge is hard to beat! Each skill is thoughtfully curated to ensure it can be applied in the workplace immediately.
You'll learn theory, tools and technology in a fast-paced and fun online environment, supported by wise and generous tech specialists who delight in learning.
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
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:
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.
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.
Pay your fees before the course starts and enjoy a cost saving.
No deposit.
No complexity.
Just one payment.
Simple.
Monthly payments unlock your next module of learning.
Fees payable in advance each month
Seamless payments by automated deductions
Make one payment, we do the rest!
Please confirm your course selection below.
You will now be directed to your Student Dashboard to complete your application.
At EXPLORE we believe that talented individuals should be able to access
opportunities to uncover their potential and realise their dreams. We are
dedicated to make learning more accessible.
The EXPLORE loan is designed to do exactly that. With 36 months to pay off your
studies, our intention is to offer a competitive and affordable financing
option.
Naturally, we need some details and documents from you to get your application
started.
The following questions need to be answered with the details of the person who will be responsible for the loan repayments.
The next step in your application is to complete a multiple choice Verbal reasoning assessment.
You can access the assessment from your Student Dashboard at any time.
You will now be directed to your Student Dashboard to complete your application.