AI and Machine Learning Algorithms Using Python
CloudSwyft Global Systems, Inc.
  • Start Date: 04 Jan, 2021
  • 5 weeks
  • Study Content: Videos


Build your understanding of artificial intelligence with Python and machine learning principles for you to form the basis of AI

Course Fee: Free
Certificate Cost: See Fees and Eligibility

Course Description

This course is made available through the eLearnAfrica and FutureLearn partnership.

How can you take your knowledge of machine learning (ML) concepts and how Python works within them to the next level?


This data science course will give you a strong grounding in the theories of machine learning, along with practical scenarios and experience of building, validating and deploying machine learning models.


You’ll learn basic machine learning and artificial intelligence (AI) concepts and get to understand relationships in complex data. Learn to use the Python programming language and examine how state-of-the-art machine learning algorithms are created and used in the products and services of tomorrow.


Learn the fundamentals of artificial intelligence and AI theory


What are the common concepts and theories driving AI technology today? The course will teach you core principles such as ML categories (such as supervised and unsupervised learning), the most common regression techniques, and how algorithms behave and learn in machines.


Gain hands-on experience in how to deploy machine learning models


Effectively deploying machine learning models is more of an art than science. On this course you’ll find out how to bridge the gap between IT and data science in putting a good model into production.


Discover how to use Python and Azure Notebooks to derive insights from models


Python and Azure Notebooks can be used to help you gather insights from ML models once they have been deployed. This course will show you how to collect output data, responses, request rates, failure rates and more with Python and Notebooks.


This course is ideal for anyone looking to use the principles of machine learning to lay the groundwork for artificial intelligence projects.


Certificate cost may vary. You will be redirected to the host page for cost and payment options.

CloudSwyft Global Systems, Inc.

This university is part of the partnership between eLearnAfrica and FutureLearn.

This institution is available on eLearnAfrica through partnership with FutureLearn.

You may be able to download course materials after enrolling in this course. If not, all of the necessary course materials provided by the course instructor will be available on the provider's course page.
COLLABORATION POLICY

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.

ELEARNAFRICA HONOR CODE PLEDGE

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.

VIOLATIONS

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.

CHANGING THE HONOR CODE

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