Global Certificate in AI Algorithms: Deep Learning Techniques

Name: Global Certificate in AI Algorithms: Deep Learning Techniques
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The Global Certificate in AI Algorithms: Deep Learning Techniques course is a comprehensive program that focuses on artificial intelligence (AI) algorithms and deep learning techniques. This course is essential for learners who seek to advance their careers in AI and data science.

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AboutThisCourse

With the increasing industry demand for AI and machine learning specialists, this course is designed to equip learners with the necessary skills to meet that demand. Learners will gain an in-depth understanding of deep learning techniques, including neural networks, convolutional neural networks, and recurrent neural networks. Upon completion of this course, learners will be able to design and implement AI algorithms and deep learning techniques in real-world scenarios. This course will provide learners with the skills to work with large datasets, develop machine learning models, and understand the latest trends and best practices in AI and deep learning. In summary, this course is an excellent opportunity for learners to gain essential skills for career advancement in AI and data science, and stay ahead in the rapidly evolving field of deep learning techniques.

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CourseDetails

• Unit 1: Introduction to Artificial Intelligence & Deep Learning
• Unit 2: Neural Networks: Foundations & Architectures
• Unit 3: Convolutional Neural Networks (CNNs)
• Unit 4: Recurrent Neural Networks (RNNs) & Long Short-Term Memory (LSTM)
• Unit 5: Deep Belief Networks (DBNs) & Stacked Autoencoders
• Unit 6: Generative Adversarial Networks (GANs) & Variational Autoencoders (VAEs)
• Unit 7: Optimization Algorithms for Deep Learning: Gradient Descent & Backpropagation
• Unit 8: Transfer Learning & Fine-Tuning in Deep Learning
• Unit 9: Deep Reinforcement Learning: Q-Learning & Deep Q Networks (DQNs)
• Unit 10: Real-World Applications & Case Studies of Deep Learning

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ProficiencyEnglish
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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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GLOBAL CERTIFICATE IN AI ALGORITHMS: DEEP LEARNING TECHNIQUES

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London College of Foreign Trade (LCFT)

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05 May 2025

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