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Machine Learning and Advanced AI Techniques
Advanced Level

Machine Learning and Advanced AI Techniques

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Machine Learning and Advanced AI Techniques

Harness the transformative potential of machine learning to optimise business operations with this free online course.
How are businesses using machine learning (ML) to improve their operations? In this course, we’ll teach you the core concepts of machine learning and the advanced AI technologies businesses leverage to pred... How are businesses using machine learning (ML) to improve their operations? In this course, we’ll teach you the core concepts of machine learning and the advanced AI technologies businesses leverage to predict outcomes, detect fraud, and enhance customer experiences. In addition, you’ll explore the fundamentals of deep learning and its applications in creating and training AI models to solve various real-world problems.
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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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