Certificate in Neural Networks for Data Science

Name: Certificate in Neural Networks for Data Science
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The Certificate in Neural Networks for Data Science is a comprehensive course that equips learners with essential skills for career advancement in the data science industry. This course focuses on the design and implementation of neural networks, which are powerful machine learning models inspired by the human brain's structure and function.

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AboutThisCourse

In this era of big data, neural networks have gained significant importance due to their ability to uncover hidden patterns and insights from complex datasets. This course covers various neural network architectures, including deep learning models, and their applications in diverse industries such as finance, healthcare, and technology. By completing this course, learners will gain practical experience in designing and implementing neural networks using popular programming languages and tools such as Python and TensorFlow. This hands-on experience, combined with a solid theoretical understanding of neural networks, will make learners highly sought after in the data science industry.

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CourseDetails

• Introduction to Neural Networks
• Mathematics for Neural Networks (Linear Algebra, Calculus)
• Data Preprocessing (Data Cleaning, Normalization)
• Activation Functions (ReLU, Sigmoid, Tanh)
• Artificial Neural Networks (ANN Architecture, Backpropagation)
• Convolutional Neural Networks (CNN Architecture, Image Recognition)
• Recurrent Neural Networks (RNN Architecture, Sequence Prediction)
• Deep Learning Frameworks (TensorFlow, PyTorch)
• Applying Neural Networks (Real-world use cases, Model Evaluation)

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EntryRequirements

BasicUnderstandingSubject
ProficiencyEnglish
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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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TwoThreeHoursPerWeek
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CERTIFICATE IN NEURAL NETWORKS FOR DATA SCIENCE

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London School of International Business (LSIB)

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05 May 2025

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