混合式学习课程可以帮助您学习教学设计、有效的评估策略以及整合在线和面对面教学的技巧。您可以培养创造引人入胜的学习体验、利用多媒体资源和促进学生之间合作的技能。许多课程都会介绍学习管理系统(LMS)、视频会议软件和互动平台等工具,展示这些技术如何增强混合式学习环境并支持多样化的学习需求。

Coursera
您将获得的技能: PyTorch (Machine Learning Library), Convolutional Neural Networks, Heat Maps, Model Evaluation, Image Analysis, Deep Learning, Computer Vision
中级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: Keras (Neural Network Library), Deep Learning, Tensorflow, Artificial Neural Networks, Machine Learning, Data Preprocessing, Model Evaluation
中级 · 指导项目 · 不超过 2 小时

MathWorks
您将获得的技能: 深度学习, 分类算法, Machine Learning 方法, 人工智能和机器学习(AI/ML), 数据预处理, Matlab, 机器学习, 机器学习算法, 图像分析, Data Validation, 模型评估, 计算机视觉
初级 · 课程 · 1-4 周

您将获得的技能: Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Artificial Intelligence, Applied Machine Learning, Python Programming, Model Evaluation
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Exploratory Data Analysis, Model Evaluation, Data Collection, Model Deployment, Data Ethics, MLOps (Machine Learning Operations), Feature Engineering, Data Cleansing, Applied Machine Learning, Data Analysis, Statistical Analysis, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Generative AI, Data Preprocessing, Continuous Monitoring
中级 · 课程 · 1-3 个月

LearnQuest
您将获得的技能: 公钥基础设施, 系统监控, 版本控制, Linux 管理, 文件管理, Operating System 管理, 软件包和软件管理, Linux, Git(版本控制系统), 用户账户, Linux 命令, 防火墙, Devops, 命令行界面, 入侵检测和防御, Virtual Private Networks(VPN), 文件系统, Linux 服务器, 乌班图, 云计算架构
初级 · 专项课程 · 3-6 个月

您将获得的技能: Interactive Learning, Education Software and Technology, End User Training and Support, Virtual Environment
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: MLOps (Machine Learning Operations), Data Preprocessing, AWS SageMaker, Model Evaluation, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Amazon Web Services, Predictive Modeling, Regression Analysis, Machine Learning, Supervised Learning, Unsupervised Learning, Classification Algorithms
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Unsupervised Learning, Embeddings, Supervised Learning, Data Preprocessing, Python Programming, Exploratory Data Analysis
高级设置 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: Feasibility Studies, Business Analysis, Business Analytics, Decision Making, Strategic Decision-Making, Data-Driven Decision-Making, Machine Learning, Strategic Thinking, Business Leadership, Project Planning
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Model Evaluation, Applied Machine Learning, Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Artificial Neural Networks, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Random Forest Algorithm, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Dimensionality Reduction, Statistics
攻读学位
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Data Mining, Health Informatics, Acute Care, Emerging Technologies, Big Data, Health Technology, Analytics, Data Preprocessing, Clinical Informatics, Machine Learning, Health Care, Applied Machine Learning, Artificial Intelligence, Social Determinants Of Health, Home Health Care, Generative AI, Business Process Improvement
混合 · 课程 · 1-4 周