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。
University of Glasgow
您将获得的技能: Autoencoders, Model Evaluation, Deep Learning, Healthcare 5.0, Recurrent Neural Networks (RNNs), Applied Machine Learning, Time Series Analysis and Forecasting, Machine Learning, Convolutional Neural Networks, Responsible AI, Electocardiography, Artificial Neural Networks
中级 · 课程 · 1-4 周

Commonwealth Education Trust
您将获得的技能: 专业发展, 道德标准与行为, 建设性反馈, 专业精神, 终身学习, 自我意识, 愿意学习, 个人发展, 问责制, 教学, 管理团队, 协作
混合 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, Model Deployment, Data Preprocessing, Model Evaluation, Data Transformation, Applied Machine Learning, MLOps (Machine Learning Operations), Predictive Modeling, Exploratory Data Analysis, Automation, Machine Learning Methods, Machine Learning, Scikit Learn (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Data Science, IBM Cloud, Python Programming, Performance Tuning
中级 · 课程 · 1-4 周

The Hong Kong University of Science and Technology
您将获得的技能: Server Side, Restful API, Ajax, Node.JS, Web Applications, Web Servers, Web Development, Model View Controller, Javascript, JavaScript Frameworks, PHP (Scripting Language), Authentications, JSON, Hypertext Markup Language (HTML), Software Architecture, Application Development, Real Time Data, Data Storage
中级 · 课程 · 1-3 个月

您将获得的技能: Data Preprocessing, Model Deployment, Model Evaluation, Feature Engineering, Microsoft Azure, Applied Machine Learning, Machine Learning, Large Language Modeling, Data Cleansing, Supervised Learning, Data Transformation, Cloud Deployment, Data Ethics, CI/CD, Machine Learning Algorithms, Transfer Learning, Data Quality, Performance Tuning
中级 · 专项课程 · 1-3 个月

您将获得的技能: PyTorch (Machine Learning Library), Computer Vision, NumPy, Matplotlib, Convolutional Neural Networks, Deep Learning, Pandas (Python Package), Image Analysis, Python Programming, Artificial Neural Networks, Data Manipulation
中级 · 课程 · 1-3 个月

您将获得的技能: Apache Spark, Artificial Intelligence and Machine Learning (AI/ML), AWS SageMaker, Scalability, Tensorflow, Dimensionality Reduction, Autoencoders, Applied Machine Learning, Python Programming, Fraud detection, Unsupervised Learning, Data Preprocessing, Model Evaluation, Performance Tuning
中级 · 课程 · 3-6 个月

您将获得的技能: Exploratory Data Analysis, Model Evaluation, Data Preprocessing, Regression Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Data Analysis, Matplotlib, Random Forest Algorithm, Machine Learning, Data Visualization, Decision Tree Learning, Artificial Neural Networks, Deep Learning, Python Programming
初级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Python 程序设计, 分类算法, 卷积神经网络, 数据科学, 探索性数据分析, Scikit-learn (机器学习库), 深度学习, Keras(神经网络库), 递归神经网络 (RNN), 机器学习, 自动编码器, 无监督学习, 人工神经网络, 决策树学习, 机器学习算法, 监督学习, 降维, 模型评估, 生成对抗网络 (GAN), 应用机器学习
攻读学位
中级 · 专项课程 · 3-6 个月
您将获得的技能: Model Evaluation, Technical Communication, Technical Product Management, Workflow Management, Performance Metric, Data Analysis, Agile Methodology, Project Management, Stakeholder Communications, Communication, Data-Driven Decision-Making, Machine Learning, R Programming, Data Visualization
中级 · 课程 · 1-4 周

Georgia Institute of Technology
您将获得的技能: 以人为本的设计, 设计策略, 设计师, 音乐, 多媒体, 可用性测试, 设计思维, 设计研究
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 人工智能, 自然语言处理, 模型部署, 数据管道, 张力流, 机器学习, 应用机器学习, Jupyter, 非结构化数据, 图像分析, Google 云端平台, 大数据
中级 · 课程 · 1-3 个月