Machine Learning for Absolute Beginners – Level 1
Course
Online
Description
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Type
Course
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Methodology
Online
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Class hours
2h
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Duration
1 Year
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Start date
Different dates available
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Online campus
Yes
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Delivery of study materials
Yes
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Support service
Yes
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Virtual classes
Yes
Our Machine Learning for Absolute Beginners – Level 1 course is designed to enlighten beginners on the Fundamental Concepts of Artificial Intelligence(AI) and Machine Learning right from scratch. Artificial Intelligence has brought in revolutionary changes in the software industry.
Machine learning is a subset of AI. It’s an application of AI which provides systems with the ability to automatically learn and improve from experience without directly programming them. As more and more businesses are shifting towards online web and app-based platforms machine learning has instantly become a trending topic.
Applications and websites are using machine learning to recommend users better and convenient products. The scope of machine learning can be used in a huge array of fields ranging from data science, finance, medical research and lots more. As more and more companies are adopting such techniques Machine language skills are likely to create a lot of jobs in the future.
Facilities
Location
Start date
Start date
About this course
Highlights of Machine Learning for Absolute Beginners – Level 1 Course
Introduce yourself with the basics of Artificial Intelligence
Figure out the roles and scope of Machine Learning
Learn how Deep Learning processes data and creates patterns
Debunk all the myths regarding AI and find out what it’s really used for
Broaden your understanding about Features, Labels, Examples used in Machine language
Gain insights on The Process of Training a Model with machine language algorithms
Familiarize with the methods of Under-fitting and Over-fitting
Gain expertise on Supervised and Unsupervised Learning
Find out the prediction algorithm strategies used in Classification and Regression
Figure out the use of Clustering and Dimension Reduction to eliminate noisy data
Explore the basics of software action with Reinforcement Learning
All you need is a passion for learning, a good understanding of the English language, numeracy and IT, and be over the age of 16 to join this course.
Upon successful completion, you will qualify for the UK and internationally-recognised professional qualification and you can choose to make your achievement formal by obtaining your PDF Certificate at a cost of £9 and Hardcopy Certificate for £15.
Why study this course
Machine Learning for Absolute Beginners – Level 1 Course is open to all, with no formal entry requirements. Completing this course will open up job opportunities in IT, data science, research analysis, finance, software and app development, AI – Product Managers, Project Managers, Engineers Data Scientists and so on.
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Subjects
- Artificial Intelligence
- Programming
- Intelligence
- Machine Learning
- Terminology
- Metaphor
- Deep Learning
- Classical Programming
- Generalized AI
- ML Terminology
- Black Box
Course programme
- Welcome
- AI is Coming…
- Artificial Intelligence
- Classical Programming
- Machine Learning
- Deep Learning
- Applied vs. Generalized AI
- Why Now?
- Overview – ML Terminology
- The “Black Box” Metaphor
- Features and Labels
- Training a Model
- Aiming for Generalization
- The Degree of Supervision
- #1 – Supervised Learning
- Classification
- Regression
- #2 – Unsupervised Learning
- Clustering
- Dimension Reduction
- Reinforcement Learning
- Decision-Making Agent
- Quick Recap and Thank You!
Machine Learning for Absolute Beginners – Level 1