At 10 hrs/week
July 11, 2021
EXPLORE's comprehensive nano-qualifications are SETA accredited and offer a cluster of data skills which equip learners to tackle specific problems or projects. Skill sets are curated to ensure they can be applied in the workplace from day 1.
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.
This course is designed for learners who are familiar with data management and tools, and want to take their skills to next level using Machine Learning techniques.
After the foundations have been set, participants will master the model building process and the various machine learning algorithms to use when predicting or classifying data as well as exploring techniques such as clustering and natural language processing.
Linear Regression models
Decision trees, Random Forests, SVMs
Test model output - MSE, MAE, RMSE
Tuning hyperparameters for model optimisation.
Logistic Regression Models
Regularization techniques - Ridge, Lasso
Principal Component Analysis
Support vector machines and K-nearest neighbours
Dimensionality reduction techniques
Measures of item similarity
Build a Recommendation Engine
The longest recorded flight of a chicken was 13 seconds
EXPLORE has your best interests at heart. We want to give you the best chance of success!
After years of helping students get hired, we’ve developed a proven framework for leading a successful job search. Nearly every single student who has followed these guidelines has been hired.
EXPLORE's personal development curriculum, THRIVE, forms part of each student's learning journey. Creative, fun content delivered through a cutting-edge platform exposes participants to a host of additional content to support, guide, stretch and stimulate learning.
Every student has access to a dedicated career coach who will mentor students through an effective job search via resume review, mock interviews, and strategies for building a job opportunity pipeline and getting a foot in the door at top-choice companies.
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:
The fact that I was allowed to use different methods to achieve a given task was freeing. I felt as if I was given a paint brush and an infinite array of colors to paint my solution without being put into a box.
The faculty are incredible and intelligent people!
I got to see how valuable data is because the way the content is structured you get to "EXPLORE" how to tackle some real-life problems (using recent data) for insights and possible solutions.
We take teaching seriously. Great teachers inspire us to connect with topics on a profound level. With experience in the field and the classroom, our course designers and instructors are unmatched.
Simply put: students learn from the best.
Dewald is an actuary and senior data scientist. He was one of the first brave souls to join the EXPLORE ship.. He helped design and manage EXPLORE's learning platform, and is now leading it’s Financial Services business.
Jaco is a Lead Data Scientist in the EXPLORE Data Science Academy. He has spent the bulk of his career on scientific and industrial research and holds a PhD in Mechanical Engineering with a focus on mathematical modelling and optimisation.
Armed with a business degree, Joanne ventured into the world of media, and then cosmetics, before finding a home in Data Science. She believes in the power of storytelling with data and is passionate about alternative education, and solving problems in under-serviced communities. Joanne is decidedly not a morning person unless primed with a cup of [good] coffee.
Pay your fees before the course starts and enjoy a cost saving.
Just one payment.
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!
EXPLORE is proud to be offering a loan option whereby eligible students can apply to fund their studies at an affordable rate, paid off over a longer period.
Candidates will have 36 months to pay.
Innovative? We think so!
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 next step in your application journey is to complete a 30 question multiple choice aptitude quiz. We’re looking at your logic, problem-solving and numeracy skills. No preparation is required.
You can access the quiz from the Assessments tab of your Student Dashboard at any