Certificate in Historical AI Frameworks

Name: Certificate in Historical AI Frameworks
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The Certificate in Historical AI Frameworks is a comprehensive course designed to empower learners with essential skills in historical Artificial Intelligence frameworks. This program focuses on the importance of understanding past AI models to create innovative and future-proof solutions.

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AboutThisCourse

In an era where AI has become a critical driver for business success, there is a growing demand for professionals with a deep understanding of historical AI frameworks. This course equips learners with the ability to analyze and compare various AI models, providing a strong foundation for career advancement in this competitive field. Through hands-on experience with influential AI models such as Perceptron, Hopfield Networks, and Backpropagation Neural Networks, learners will gain a broad perspective on AI development. By the end of this course, learners will have a solid grasp of the evolution of AI frameworks, making them valuable assets in any data-driven organization.

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CourseDetails

• Unit 1: Introduction to Artificial Intelligence (AI)
• Unit 2: Historical Overview of AI Frameworks
• Unit 3: Early AI Frameworks: SHRDLU & ELIZA
• Unit 4: Expert Systems & Rule-based Frameworks
• Unit 5: Machine Learning Frameworks: Perceptron & Backpropagation
• Unit 6: Deep Learning Frameworks: Convolutional Neural Networks (CNNs)
• Unit 7: Natural Language Processing Frameworks: Word2Vec & BERT
• Unit 8: Time Series & Sequence Modeling Frameworks: LSTM & GRU
• Unit 9: Computer Vision Frameworks: OpenCV & TensorFlow Object Detection API
• Unit 10: Ethics & Bias in AI Frameworks

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ProficiencyEnglish
ComputerInternetAccess
BasicComputerSkills
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FastTrack GBP £140

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ThreeFourHoursPerWeek
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StandardMode GBP £90

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TwoThreeHoursPerWeek
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CERTIFICATE IN HISTORICAL AI FRAMEWORKS

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London College of Foreign Trade (LCFT)

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05 May 2025

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