Basics for Machine Learning
Learn the essential concepts of machine learning with our free and flexible Basics for Machine Learning course. Designed for beginners and professionals alike, this self-paced programme provides a clear and practical introduction to the core principles of artificial intelligence. Whether you are starting your AI journey or strengthening your existing skills, Basics for Machine Learning will help you understand key algorithms, data handling techniques, and model-building processes.
Written in simple, easy-to-understand language, the course offers a solid foundation for those interested in Machine Learning From Basics. You will explore how machine learning models are built, trained, and applied to real-world problems. With all study aids included and no hidden costs, you can study from anywhere in the world and gain valuable knowledge to prepare for further advanced learning or professional roles in AI.
Learning Outcomes
By completing this course, you will be ready to explore a variety of career paths in data science and artificial intelligence. Possible opportunities include:
- Entry-level Data Scientist or Machine Learning Engineer working on predictive analytics.
- AI Research Assistant helping to develop and test innovative models.
- Data Analyst using ML techniques to uncover patterns and insights.
- Business Intelligence Specialist applying ML to improve decision-making.
- Software Developer integrating machine learning into applications and services.
- Continuing your education with advanced studies in Machine Learning From Basics or related AI fields.
This course builds the foundation you need to progress confidently into more specialised areas of machine learning and AI.
Certification
On course completion the candidates will have the opportunity to request one of the following certificates as proof of your new skills:
- An official Course Completion Certificate from eLearning College
- A CPD Accredited Certificate to boost your CPD profile
- An Endorsed Certificate issued by the Quality Licence Scheme
A certificate confirming the successful completion of your course could be just the thing to boost your CV, giving you an edge over rival candidates. A small fee is payable for each of these certificates, for which more information can be found on our pricing page.
However, there is no obligation to claim any of these certificates, and there is nothing to pay to take part in any of our online programs.
For more information on our free online courses or to learn more about the three certificate options above, contact a member of the team at eLearning College today.
COURSE CONTENT
Understand what machine learning is, its core objectives, and how it powers modern applications across industries.
Explore key ideas like data preparation, training models, and evaluating performance in simple terms.
Learn each step of the ML workflow, from gathering data to deploying and refining models.
Study common supervised algorithms such as linear regression and decision trees and see how they make accurate predictions.
Discover clustering and association methods that find hidden patterns in data without labelled outputs.
Gain an overview of neural networks and understand how deep learning solves complex tasks.
Explore how machine learning is applied in fields like healthcare, finance, marketing, and robotics.
Examine the ethical issues and future opportunities surrounding AI and machine learning technologies.
HOW IT WORKS
Enhance your knowledge and skills with the course materials and learning resources we provide.
Complete each end-of-unit assessment to progress through the course at your own pace.
After successfully completing your course in full, you will be able to claim your certificate or diploma.
WHY GET CERTIFIED?
Certification adds credibility and value to your CV, giving you a major edge in today's competitive job market. Complete as many free courses as you like to enhance and improve your resume.
With your new credentials, you will have a much better change of getting hired. Whether starting from scratch or considering a career change, every achievement and accolade on your CV could help.
The more impressive your professional profile, the easier it becomes to climb the career ladder. Maximise your potential and fast-track your development, with the help of eLearning College.