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。

您将获得的技能: Transfer Learning, Tensorflow, Natural Language Processing, Keras (Neural Network Library), Embeddings, Deep Learning, Classification Algorithms, Model Evaluation, Machine Learning, Software Visualization
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Model Evaluation, Classification Algorithms, Regression Analysis, Feature Engineering, Time Series Analysis and Forecasting, Applied Machine Learning, Predictive Modeling, Credit Risk, Supervised Learning, Statistical Modeling, Unsupervised Learning, Machine Learning, Python Programming, Data Visualization, Data Preprocessing
混合 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Dimensionality Reduction, Classification Algorithms, Text Mining, Applied Machine Learning, Statistical Machine Learning, Machine Learning Algorithms, Unstructured Data, Python Programming, Algorithms
中级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: 回归分析, 分类算法, 模型部署, 数据管道, 负责任的人工智能, 监督学习, Scikit-learn (机器学习库), 机器学习, MLOps(机器学习 Operator), 应用机器学习, 微软 Azure, 无监督学习, 人工智能和机器学习(AI/ML), 预测建模, 模型评估, Virtual Machine, 数据库
中级 · 课程 · 1-4 周

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

MathWorks
您将获得的技能: 回归分析, 分类算法, 决策树学习, 监督学习, 机器学习, 数据预处理, 预测建模, 逻辑回归, Matlab, 模型评估, 数据清理, 应用机器学习, 功能工程
初级 · 课程 · 1-4 周

您将获得的技能: AWS SageMaker, Amazon Web Services, Internet Of Things, Artificial Intelligence and Machine Learning (AI/ML), Blockchain, Image Analysis, Remote Access Systems, Text Mining, Computer Vision, Natural Language Processing
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: 数据导入/导出, ChatGPT, Python 程序设计, 机器学习, 人工神经网络, 数据预处理, 性能调整, 应用机器学习, Machine Learning 方法, 张力流, Keras(神经网络库), 模型评估, 图像分析
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Visualization, Keras (Neural Network Library), Data Preprocessing, Artificial Neural Networks, Interactive Data Visualization, Predictive Modeling, Tensorflow, Applied Machine Learning, Feature Engineering, Data Science, Predictive Analytics, Data Manipulation, Machine Learning, Model Evaluation, Regression Analysis, Python Programming
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Scikit Learn (Machine Learning Library), Classification Algorithms, Applied Machine Learning, Machine Learning Algorithms, Supervised Learning, Random Forest Algorithm, Machine Learning, Unsupervised Learning, Data Analysis
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Scripting, Email Automation, Google Workspace, Google Sheets, Automation, Spreadsheet Software, Gmail, Javascript, Hypertext Markup Language (HTML), Web Applications, Application Design, Application Development, Application Programming Interface (API)
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Data Analysis, Analytics, Big Data, Applied Machine Learning, Machine Learning, SQL
初级 · 课程 · 1-4 周