Brain computer interface with deep learning
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Dive into the amazing world of Brain-Computer Interfaces (BCI) with our course, “Mind Meets Machine: Exploring Brain-Computer Interfaces (BCI)” . Discover how BCIs have evolved from early experiments in the 1950s to the groundbreaking technologies of today .
In this course, you will learn about EEG signals , the electrical waves our brains produce. You’ll understand how to use deep neural networks, the powerful tools behind modern AI , and how to extract important features from brain data . We will delve into the complexities of these signals and how they can be harnessed to bridge the gap between mind and machine.
We’ll guide you step-by-step on how to build a sophisticated system that can classify your thoughts using deep neural networks . Imagine being able to extract and visualize the very images formed in your brain—this course makes that possible! With hands-on projects and real-world examples, you’ll gain practical experience in developing BCI applications.
Our easy-to-follow lessons combine theory with practical exercises, ensuring you can apply what you learn effectively . By the end of this course, you’ll have the skills to create exciting BCI applications, connecting the human mind with technology in new and exciting ways . Join us and be part of the future of neuroscience and AI! Embrace this opportunity to be at the forefront of innovation, and transform your understanding of the brain’s potential.
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4What is Deep Learning ?Video lesson
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5What is MNIST dataset ?Video lesson
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6loading MNIST dataset python codeVideo lesson
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7Data Preprocessing python codeVideo lesson
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8How to create a simple neural network ?Video lesson
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9Building simple neural network python codeVideo lesson
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10How to train your Neural Network ?Video lesson
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11Training your Network python codeVideo lesson
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12What We Will Do in Our Project ?Video lesson
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13Loading The Data python codeVideo lesson
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14Data SegmentationVideo lesson
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15Data Segmentation python codeVideo lesson
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16How to Divide Data into Training and Testing Sets ? python codeVideo lesson
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17Data Preprocessing python codeVideo lesson
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18How to build a CNN network ?Video lesson
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19Building a CNN network python codeVideo lesson
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20Train your Network python codeVideo lesson

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