Learn the fundamentals of statistics and data analysis using Python
This course is made available through the eLearnAfrica and FutureLearn partnership.
Do you want to make your organisation’s data more valuable? The first step is organising and structuring it for analysis. Data analysts need to use databases and other technologies to efficiently collect, organise and manipulate this data.
This course will help you learn how to confidently use the Python programming language to analyse data and conduct data modelling.
You’ll compare data analytics and advanced data analytics, and discuss the fundamentals of statistics and its application in data analytics.
You’ll learn a range of different techniques that will enable you to manipulate data in different ways, and adjust your approach to suit the subject, circumstances, and time you have available.
You’ll also use Python to support data wrangling and ingestion, and learn advanced data analysis techniques including data mining and machine learning.
As you solidify your new knowledge by reviewing real-world examples and theories, you’ll develop critical employability skills and a foundational knowledge in Python to set yourself apart from other candidates when applying for jobs across a range of industries.
This course will further any prior understanding you have of working with data and analytics, and you’ll be able to add Python skills to your CV.
Upon completion of the full ExpertTrack, you’ll have the knowledge and confidence you need to apply your skills in a real-world professional setting.
This course is suitable for:
During the course we’ll be using Jupyter notebook. We recommend you use a computer to access these elements.
Certificate cost may vary. You will be redirected to the host page for cost and payment options.
This university is part of the partnership between eLearnAfrica and FutureLearn.
This institution is available on eLearnAfrica through partnership with FutureLearn.
By enrolling in a course on or through eLearnAfrica, you are joining a special worldwide community of learners. The aspiration of eLearnAfrica is to provide anyone with an internet connection access to courses from the best universities and institutions in the world and to provide our learners the best educational experience internet technology enables. You are a part of the community that will help eLearnAfrica achieve this goal. eLearnAfrica depends upon your motivation to learn the material and to do so with honesty and academic integrity. In order to participate in eLearnAfrica, you must agree to the Honor Code below and any additional terms specific to a class.
By enrolling in a course, program, or degree hosted on the eLearnAfrica App or Site, I agree that I will:
Complete all tests and assignments on my own, unless collaboration on an assignment is explicitly permitted.
Maintain only one user account and not let anyone else use my username and/or password.
Not engage in any activity that would dishonestly improve my results, or improve or hurt the results of others.
Not post answers to problems that are being used to assess student performance.
Abide by any and all requirements of the eLearnAfrica Participants as may regard the expectations of civil or academic behavior or of community standards.
If you are found in violation of the Terms and Conditions or Honor Code, you may be subject to one or more of the following actions:
Receiving a zero or no credit for an assignment;
Having any certificate earned in the course withheld or revoked;
Being unenrolled from a course, learning program or degree program; or
Termination of your use of the App and/or Site.
Additional actions may be taken at the sole discretion of eLearnAfrica and eLearnAfrica course providers.
No refunds will be issued in the case of any corrective action for such violations.
Honor code violations will be determined at the sole discretion of eLearnAfrica, the Partners, or Members. You will be notified if a determination has been made that you have violated this honor code and you will be informed of the corresponding action to be taken as a result of the violation.
Please note that we review and may make changes to this Honor Code from time to time. Any changes to this Honor Code will be effective immediately upon posting on this page, with an updated effective date. By accessing the App and/or Site after any changes have been made, you signify your agreement on a prospective basis to the modified Honor Code and any changes contained therein. Be sure to return to this page periodically to ensure familiarity with the most current version of this Honor Code.
Effective Date: September 22, 2016