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。

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
CertNexus
您将获得的技能: 数据收集, 统计分析, 数据分析, 流程管理, 模型部署, 数据清理, 数据预处理, 人工智能和机器学习(AI/ML), AI 工作流程, 机器学习, 描述性统计, 应用机器学习, 机器学习算法, 预测建模, 功能工程, 模型评估
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Deep Learning, Supervised Learning, Artificial Neural Networks, Convolutional Neural Networks, Computer Vision, Recurrent Neural Networks (RNNs), Machine Learning, Performance Tuning, Python Programming, NumPy, Linear Algebra, Algorithms
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
攻读学位
中级 · 专项课程 · 3-6 个月

University of Illinois Urbana-Champaign
您将获得的技能: 卷积神经网络, 深度学习, 模型部署, 嵌入, Python 程序设计, 递归神经网络 (RNN), 应用机器学习, 无监督学习, 模型评估, 降维, 人工神经网络, 自动编码器, 健康信息学, 图像分析, 预测建模, 医学影像
高级设置 · 课程 · 1-4 周

H2O.ai
您将获得的技能: 分类算法, 监督学习, 决策树学习, 数据预处理, 深度学习, 数据操作, 机器学习, 随机森林算法, 应用机器学习, 无监督学习, 功能工程, 降维, 异常检测, 自动编码器, 预测建模, 模型评估
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Model Evaluation, Statistical Modeling, Applied Machine Learning, Unsupervised Learning, Statistical Machine Learning, Classification And Regression Tree (CART), Data Science, Decision Tree Learning, Statistical Methods, Artificial Neural Networks, Statistical Analysis, Regression Analysis, Predictive Modeling, Classification Algorithms, Supervised Learning, R Programming, Machine Learning Algorithms, Dimensionality Reduction, Machine Learning, Random Forest Algorithm
攻读学位
中级 · 专项课程 · 3-6 个月

您将获得的技能: Data Preprocessing, Unsupervised Learning, Model Evaluation, Time Series Analysis and Forecasting, Supervised Learning, Machine Learning, Feature Engineering, Artificial Intelligence, Deep Learning, Classification Algorithms, Statistical Analysis, Predictive Modeling, Regression Analysis
中级 · 课程 · 1-4 周

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

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

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
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Convolutional Neural Networks, Deep Learning, Transfer Learning, Image Analysis, Computer Vision, PyTorch (Machine Learning Library), Artificial Neural Networks, Tensorflow, Classification Algorithms, Machine Learning, Supervised Learning, Data Processing, Linear Algebra
中级 · 课程 · 1-4 周