
Machine Learning and Advanced AI Techniques
Machine Learning and Advanced AI Techniques
What You Will Learn In This Free Course
- Define the foundational concepts an...
- Illustrate how ML differs from trad...
- Recognise the different types of ma...
- Analyse the applications, advantage...
- Define the foundational concepts and frameworks of Machine learning (ML)
- Illustrate how ML differs from traditional programming methodologies
- Recognise the different types of machine learning and their applications
- Analyse the applications, advantages and limitations of supervised and unsupervised ML
- Identify the key algorithms in machine learning, their functionalities and implementations
- Discuss the application of deep learning for optimising operations across various business domains
- Explain how neural networks are used to build intricate AI systems
- Create powerful models capable of solving complex tasks
- Describe how convolutional neural networks are used for image processing and computer vision applications
- Distinguish the uses of convolutional neural networks (CNN) and recurrent neural networks (RNN)
- Outline methods for training and optimising various types of AI models
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