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!

Enrol Now

  • Course Duration:
    6 weeks

    At 10 hrs/week

  • Course starts:

    October 17, 2022

    Applications Close:

    October 16, 2022

  • PREREQUISITES:
    Python coding experience [Python for Data Science Digital Skill], Analytical Background

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.

Join the ranks of thousands of EXPLORERs who have learnt Amazing Things with us

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

  • 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

  • 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:

  • Predictive Modelling

    Open the door to a world of possibility using predictive techniques, our scientists will guide you on this journey

  • Statistics

    Explore the world of statistics with our easy-to-understand tutorials

Top Student Reviews

  • 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
  • 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
  • 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

Find The Right Payment Plan For You

  • Upfront Payment

    Pay your fees before the course starts and enjoy a cost saving.
    No deposit.
    No complexity.
    Just one payment.
    Simple.

  • Pay as you Learn

    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!

Upfront Payment
$750
  • Single payment before learning starts
  • No deposit required
Enrol Now
PAY AS YOU LEARN
$375 per month
  • 2 monthly payments
  • Payment in advance each month
Enrol Now

Awesome! We’re glad to have you on board!

Please confirm your course selection below.

EXPLORE Software is committed to your privacy. By providing the details above you agree that EXPLORE Software may use the information you provide for candidate selection processes and to contact you via email and/or text communications. You may unsubscribe at any time. Read more: Privacy Policy

 

High Five - you’re one step closer!

You will now be directed to your Student Dashboard to complete your application.

Ok

We’ve got your interests at heart

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.

Apply Now

Applying for EXPLORE LOAN!

Simply complete this application.

Only a few steps lie between you and a world of incredible learning!

The following questions need to be answered with the details of the person who will be responsible for the loan repayments.

Awesome! We’re glad to have you on board!

Please confirm your course selection below.

High Five - you’re one step closer!

You will now be directed to your Student Dashboard to complete your application.

ok