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Machine Learning

Machine Learning (ML) is a branch of artificial intelligence (AI) that focuses on developing algorithms and techniques that enable computers to learn from and make decisions or predictions based on data. Unlike traditional programming where explicit instructions are given for tasks, machine learning algorithms use data to learn patterns and make decisions without being explicitly programmed to do so

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Course overview

Future Trends in Machine Learning

  1. Automated Machine Learning (AutoML): Tools and frameworks that automate the process of model selection, training, and optimization.

  2. Explainable AI (XAI): Techniques and methods to make machine learning models more interpretable and transparent.

  3. Federated Learning: Training machine learning models across decentralized devices or servers without exchanging sensitive data.

  4. Edge AI: Running machine learning algorithms on edge devices (IoT devices, smartphones) to reduce latency and privacy concerns.

  5. Ethical AI: Addressing ethical considerations, biases, and fairness in machine learning algorithms and applications.

Curriculum for this course
1 Lessons
Machine learning
1 Lessons
  • Machine learning
    .
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