Master a data skill to boost your productivity
EXPLORE's range of DIGITAL SKILLS are SETA accredited and each 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.
Join the ranks of thousands of EXPLORERs who have learnt Amazing Things with us
Classification DIGITAL SKILL
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.
Classification
- Classification Algorithms
Basic algorithms - Logistic regression
Advanced algorithms - SVM, Neural Networks, RF, NB
Train models and evaluate predictions
Classifying various data types
- Natural Language Processing
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?
