计算神经科学课程可以帮助您学习神经建模、数据分析技术和大脑连接原理。您可以培养使用 Python 编程、统计分析以及使用机器学习算法来分析神经数据的技能。许多课程都会介绍 MATLAB 和 TensorFlow 等工具,这些工具支持模拟神经网络和分析大型数据集,使您能够在研究和实际应用中应用所学知识。

Johns Hopkins University
您将获得的技能: 统计分析, 研究设计, 统计建模, 统计, 放射科, 医学影像, 科学与研究, 磁共振成像, 神经学, 数据预处理, 实验, 图像分析
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 时间序列分析和预测, 统计分析, 心理学, 统计方法, 磁共振成像, 统计建模, 分析技能, 数据分析, 高级分析, 神经学, 图像分析, 网络分析, Matlab
混合 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 数据导入/导出, R 语言程序设计(中文版), 数据操作, 科学可视化, 医学影像, 数据转换, 数据预处理, 磁共振成像, 神经学, 数据处理, 图像分析
中级 · 课程 · 1-4 周

您将获得的技能: Artificial Neural Networks, Deep Learning, Convolutional Neural Networks, Image Analysis, Keras (Neural Network Library), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Machine Learning Methods, Network Architecture, Artificial Intelligence, Network Model, Machine Learning, Classification Algorithms, Data Processing
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Autoencoders, Recurrent Neural Networks (RNNs), Deep Learning, Artificial Neural Networks, Reinforcement Learning, Generative AI, Generative Adversarial Networks (GANs), Unsupervised Learning, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Markov Model
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Convolutional Neural Networks, Artificial Neural Networks, Deep Learning, Machine Learning Algorithms, Image Analysis, Machine Learning, Computer Vision, Model Evaluation, Supervised Learning, Algorithms, Statistical Methods, Linear Algebra, Probability
中级 · 课程 · 1-3 个月

您将获得的技能: Recurrent Neural Networks (RNNs), Model Deployment, Keras (Neural Network Library), Deep Learning, Tensorflow, Artificial Neural Networks, Convolutional Neural Networks, Application Frameworks, Artificial Intelligence, Machine Learning Methods, Image Analysis, Data Preprocessing
初级 · 课程 · 1-4 周

Universidad Austral
您将获得的技能: Tensorflow, Deep Learning, Performance Tuning, Model Evaluation, Artificial Neural Networks, Data Preprocessing, Machine Learning Algorithms, Machine Learning
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 模型评估, 张力流, 深度学习, 分类算法, 迁移学习, 卷积神经网络, 机器学习, 应用机器学习, 数据预处理, Keras(神经网络库), 计算机视觉, 图像分析
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Kinesiology, Exercise Science, Human Musculoskeletal System, Neurology, Physiology, Control Systems, Coordination, Rehabilitation, Biology
中级 · 课程 · 1-4 周

您将获得的技能: Large Language Modeling, Natural Language Processing, Model Evaluation, Recurrent Neural Networks (RNNs), Transfer Learning, PyTorch (Machine Learning Library), Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Machine Learning
中级 · 课程 · 1-3 个月

Sungkyunkwan University
您将获得的技能: Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Image Analysis, Artificial Neural Networks, Natural Language Processing, Deep Learning, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning
初级 · 课程 · 1-3 个月