Prediction
Learn how to build models to analyse and predict outcomes based on past observation and statistics. Keen to use to a real world case study and predict the outcomes of an election? Join us!
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Master a data skill to boost your productivity
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.
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Prediction DIGITAL SKILL
Join us to learn how to build models to analyse past observations in order to predict outcomes using statistics. We'll investigate a real world case study and predict the outcomes of an election.
Statistics
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Probabilities
Experiments, outcomes and sample space
Discrete vs continuous distributions
Independence in probability
Calculating probabilities -
Hypotheses
T-distributions
Confidence intervals
Null hypothesis vs alternative hypothesis
Significance levels
One-tailed and two-tailed tests
Classification Algorithms
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Data Preparation for Modelling
Define features and labels
Train/test split
Encoding categorical features
Standardising features -
Modelling and Selection
Logistic regression concepts
Confusion matrices and classification reports
Parameter optimisation
Over/under sampling
Explore values curiosity: Did you know?
Cats can jump up to 7 times their tail length
Engaging, interactive and entertaining learning
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:
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Predictive Modelling
Open the door to a world of possibility using predictive techniques, our scientists will guide you on this journey
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Statistics
Explore the world of statistics with our easy-to-understand tutorials
Top Student Reviews
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My educational background is not in one of the STEM fields and yet I've found the skills I have learnt relevant for the job market and extremely valuable for myself as an individual seeking a competitive advantage in a data driven era.
Jake Ruele
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EXPLORE hasn't only given me the courage to always set the bar higher but also acknowledge the human factor in all of us.
Thembisile Damon
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A highlight was meeting some of the most amazing and intelligent people and doing some of the things I'd normally think are impossible!
Karabo Leso
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