
University of Minnesota
您将获得的技能: 机器学习算法, Algorithm, 机器学习, 降维, 线性代数, 模型评估, 应用机器学习
混合 · 课程 · 1-3 个月

LearnQuest
您将获得的技能: 数据操作, 数据科学, 数据结构, 机器学习算法, 分类算法, 数据分析, 统计假设检验, Scikit-learn (机器学习库), 数据预处理, Pandas(Python 软件包), 统计方法, NumPy, 机器学习, 预测建模, 功能工程, 回归分析, Python 程序设计, 监督学习, 探索性数据分析
初级 · 课程 · 1-4 周

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

Johns Hopkins University
您将获得的技能: AI Enablement, Model Evaluation, Performance Metric, Artificial Intelligence and Machine Learning (AI/ML), Strategic Leadership, Responsible AI, Machine Learning Algorithms, Data Quality, Model Deployment, Machine Learning, Algorithms, Classification Algorithms, Artificial Neural Networks, Decision Tree Learning, Random Forest Algorithm, Resource Utilization, System Requirements, Data Management
中级 · 课程 · 1-3 个月

您将获得的技能: Generative AI, Generative Adversarial Networks (GANs), Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Applied Machine Learning, Data Ethics, Transfer Learning, Federated Learning, Scalability, Machine Learning, Distributed Computing, Model Evaluation, MLOps (Machine Learning Operations), Microsoft Azure, Information Privacy
中级 · 课程 · 1-4 周

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

您将获得的技能: PyTorch (Machine Learning Library), Model Evaluation, Deep Learning, Machine Learning, Artificial Neural Networks, Artificial Intelligence, Python Programming, Data Preprocessing, Regression Analysis, Software Installation, System Configuration, Development Environment, Performance Tuning
中级 · 课程 · 1-3 个月

National Taiwan University
您将获得的技能: Hazard Analysis, Risk Analysis, Food Safety and Sanitation, Food Quality Assurance And Control, Risk Management, Safety Standards, Emergency Response, Safety and Security, Case Studies, Media and Communications
中级 · 课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: 分类算法, 数据预处理, 机器学习算法, Scikit-learn (机器学习库), 文本挖掘, Pandas(Python 软件包), 数据操作, 预测建模, 机器学习, 回归分析, Jupyter, 模型评估, 应用机器学习, 监督学习, 时间序列分析和预测, Python 程序设计, 无监督学习, 功能工程
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: Matplotlib, Data Visualization, Seaborn, Logistic Regression, NumPy, Data Analysis, Jupyter, Data Science, Machine Learning, Machine Learning Algorithms, Python Programming, Supervised Learning, Classification Algorithms, Algorithms
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Responsible AI, Text Mining, Data Preprocessing, Data Transformation, MLOps (Machine Learning Operations), Anomaly Detection, Exploratory Data Analysis, Machine Learning Methods, Machine Learning, Model Evaluation, Natural Language Processing, Data Science, Quality Assurance, Data Pipelines, Data Visualization, Python Programming
高级设置 · 课程 · 1-4 周

您将获得的技能: Google Cloud Platform, Cloud Infrastructure, Terraform, Cloud Computing Architecture, Infrastructure as Code (IaC), Cloud-Native Computing, Managed Services, Load Balancing, Cloud Deployment, Virtual Machines, IT Automation, Network Infrastructure, Cloud Security, Virtual Private Networks (VPN), Scalability
中级 · 课程 · 1-3 个月