
University of Illinois Urbana-Champaign
您将获得的技能: 可扩展性, 数据库, 数据处理, 机器学习, 机器学习算法, 大数据, NoSQL, 实时数据, 数据存储, 分布式计算, 分析, 云计算, Apache Mahout, Apache Spark, Apache Kafka, 图论, Apache Hadoop, 深度学习
混合 · 课程 · 1-3 个月

National Taiwan University
您将获得的技能: Web Scraping, Plot (Graphics), Machine Learning, Business Mathematics, Operations Research, Business Analytics, Business Economics, Python Programming, Computational Thinking, User Interface (UI) Design, Computer Programming, Object Oriented Programming (OOP)
混合 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Cloud Infrastructure, Google Cloud Platform, Cloud Computing, Cloud Computing Architecture, Virtual Machines, Virtual Networking, Cloud Storage, Network Security, Network Infrastructure, Cloud Management, Network Architecture, Network Administration, Command-Line Interface
中级 · 课程 · 1-4 周

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

National Taiwan University
您将获得的技能: Liberal Arts, Writing, Storytelling, Aesthetics, World History
初级 · 课程 · 1-3 个月

您将获得的技能: Plotly, Interactive Data Visualization, Data Visualization Software, Scatter Plots, Ggplot2, Data Analysis, Python Programming, Data Science, Machine Learning
中级 · 指导项目 · 不超过 2 小时

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

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

Google Cloud
您将获得的技能: Data Transformation, Dataflow, Data Pipelines, Extract, Transform, Load, Data Warehousing, Data Quality, Data Processing, Apache Airflow, Apache Spark, Google Cloud Platform, Data Lakes, Workflow Management, PySpark, Serverless Computing
中级 · 课程 · 1-3 个月

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

Columbia University
您将获得的技能: Algorithm, 机器学习, 模拟, 统计方法, 强化学习, 马尔可夫模型, 数据驱动的决策制定, 决策支持系统, 深度学习, 概率分布, 人工智能和机器学习(AI/ML)
中级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Cloud Deployment, Unit Testing, Docker (Software), Containerization, Kubernetes, AI Workflows, IBM Cloud, Microservices, Machine Learning, Responsible AI, Business Metrics, Natural Language Processing, Time Series Analysis and Forecasting, Data Science, Python Programming
高级设置 · 课程 · 1-4 周