Deep Learning 课程可以帮助您学习神经网络、卷积网络和 Neural Network,以及它们在图像识别和自然语言处理中的应用。您可以掌握模型训练、超参数调整和性能评估方面的技能,这些技能对于开发有效的 AI 解决方案至关重要。许多课程都会介绍 TensorFlow 和 PyTorch 等工具,让您可以实现算法和优化模型,使您的学习体验与当前的行业实践密切相关。

DeepLearning.AI
您将获得的技能: 验证和确认, 深度学习, 数据预处理, 人工神经网络, 性能调整, Model Evaluation, 张力流, Machine Learning 方法
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 机器学习, 无监督学习, 回归分析, 监督学习, 决策树学习, 分类算法, Python 程序设计, 预测建模, 逻辑回归, 应用机器学习, 功能工程, Model Evaluation, 降维, Scikit-learn (机器学习库)
中级 · 课程 · 1-3 个月

University of Alberta
您将获得的技能: Algorithm, 机器学习, 深度学习, 人工神经网络, 模拟, 人工智能, 马尔可夫模型, 线性代数, 抽样(统计), 功能工程, Model Evaluation, 性能调整, 机器学习算法, 概率分布, 监督学习, 伪代码, 性能测试, 强化学习, 人工智能和机器学习(AI/ML)
中级 · 专项课程 · 3-6 个月
University of Illinois Urbana-Champaign
您将获得的技能: 机器学习, 卷积神经网络, 深度学习, 监督学习, 嵌入, 人工神经网络, 递归神经网络 (RNN), 医疗保健项目管理, 应用机器学习, Model Evaluation, 健康信息管理, 模型部署, 生成对抗网络 (GAN), 大数据, 图像分析, 自动编码器, Machine Learning 方法, 健康信息学, 医疗保健, 图论
高级设置 · 专项课程 · 1-3 个月

MathWorks
您将获得的技能: Computer Vision, Model Evaluation, Image Analysis, Convolutional Neural Networks, Deep Learning, Matlab, Data Preprocessing, Data Visualization, Transfer Learning, Applied Machine Learning, Data Analysis
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Autoencoders, Convolutional Neural Networks, Generative Adversarial Networks (GANs), Applied Machine Learning, Model Deployment, Unsupervised Learning, Artificial Intelligence, Classification Algorithms
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中级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: NoSQL, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Deep Learning, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Apache Spark, Generative AI, Convolutional Neural Networks, Transfer Learning, Data Infrastructure, Data Cleansing, Real Time Data, Apache Kafka, Data Management, Machine Learning
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中级 · 专项课程 · 3-6 个月

您将获得的技能: Embeddings, Natural Language Processing, Keras (Neural Network Library), Generative AI, Convolutional Neural Networks, Transfer Learning, Recurrent Neural Networks (RNNs), Model Evaluation, Image Analysis, Artificial Neural Networks, Text Mining, Computer Vision, Data Preprocessing, Tensorflow, Deep Learning, Model Deployment, Applied Machine Learning, Google Cloud Platform, Jupyter, Matplotlib
初级 · 专项课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 机器学习, 卷积神经网络, 深度学习, 放射诊断学, 数据预处理, 预测, 决策树学习, 统计分析, 随机森林算法, 临床试验, Model Evaluation, 功能工程, AI 个性化服务, 应用机器学习, 治疗计划, 图像分析, 病人治疗, 风险模型, 预测建模, 数据分析
中级 · 专项课程 · 1-3 个月
University of Glasgow
您将获得的技能: Deep Learning, Model Evaluation, Data Ethics, Health Informatics, ICD Coding (ICD-9/ICD-10), Clinical Data Management, Medical Records, Clinical Informatics, Descriptive Analytics, Database Design, AI Security, Electronic Medical Record, Responsible AI, Data Mining, Precision Medicine, Analytics, Recurrent Neural Networks (RNNs), Data Preprocessing, Machine Learning, Autoencoders
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Transfer Learning, Model Evaluation, Performance Tuning
中级 · 课程 · 1-4 周

您将获得的技能: Tensorflow, Computer Vision, Model Evaluation, Convolutional Neural Networks, Deep Learning, Amazon Elastic Compute Cloud, Transfer Learning, Image Analysis, Amazon Web Services, Artificial Neural Networks, Keras (Neural Network Library), Model Deployment, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Feature Engineering, Data Preprocessing, Classification Algorithms, Application Development, Python Programming, Network Architecture
初级 · 专项课程 · 1-3 个月