Certificate in AI and Machine Learning: Learning Algorithms

Name: Certificate in AI and Machine Learning: Learning Algorithms
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The Certificate in AI and Machine Learning: Learning Algorithms is a comprehensive course designed to equip learners with essential skills in artificial intelligence and machine learning. This program focuses on teaching algorithms, which are the backbone of AI and ML technologies.

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AboutThisCourse

With the increasing demand for AI and ML professionals across various industries, this certification can significantly boost your career advancement. The course covers key topics such as supervised and unsupervised learning, neural networks, and deep learning. Through hands-on projects and real-world examples, learners will gain practical experience in implementing various machine learning algorithms. By the end of this course, learners will have a solid understanding of AI and ML principles and be able to apply these concepts in their respective fields. In summary, this certification is essential for anyone looking to advance their career in AI and ML. It provides learners with the necessary skills and knowledge to excel in this rapidly growing field and meet the demands of the industry.

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CourseDetails

• Introduction to Artificial Intelligence & Machine Learning
• Supervised Learning Algorithms
• Linear Regression
• Logistic Regression
• Unsupervised Learning Algorithms
• K-Means Clustering
• Hierarchical Clustering
• Semi-Supervised Learning Algorithms
• Reinforcement Learning Algorithms
• Deep Learning Algorithms
• Convolutional Neural Networks (CNN)
• Recurrent Neural Networks (RNN)
• Autoencoders
• Evaluation Metrics for AI & ML Algorithms
• Optimization Techniques for AI & ML Algorithms

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BasicUnderstandingSubject
ProficiencyEnglish
ComputerInternetAccess
BasicComputerSkills
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FastTrack GBP £140

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AcceleratedLearningPath

ThreeFourHoursPerWeek
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StandardMode GBP £90

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FlexibleLearningPace

TwoThreeHoursPerWeek
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CERTIFICATE IN AI AND MACHINE LEARNING: LEARNING ALGORITHMS

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London College of Foreign Trade (LCFT)

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05 May 2025

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