
Coursera
您将获得的技能: Model Evaluation, Supervised Learning, Unsupervised Learning, Data Preprocessing, Time Series Analysis and Forecasting, Applied Machine Learning, Machine Learning Algorithms, Feature Engineering, Dimensionality Reduction, Machine Learning, Predictive Modeling, Predictive Analytics, Scikit Learn (Machine Learning Library), Classification Algorithms, Forecasting, Decision Tree Learning, Anomaly Detection, Data Manipulation, Regression Analysis, Statistical Modeling
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Regression Analysis, NumPy, Supervised Learning, Machine Learning Algorithms, Machine Learning, Predictive Modeling, Deep Learning, Data Science, Python Programming
中级 · 指导项目 · 不超过 2 小时

University of Michigan
您将获得的技能: Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, Control Systems, Robotics, Deep Learning, Computer Vision, Artificial Intelligence, Generative AI, Reinforcement Learning, Algorithms
中级 · 课程 · 1-4 周

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

University of Colorado Boulder
您将获得的技能: 卷积神经网络, 计算机视觉, 分类算法, 张力流, 机器学习, 应用机器学习, 性能调整, 人工神经网络, 图像分析, 深度学习, 模型评估
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: Kubernetes, Application Deployment, Google Cloud Platform, Identity and Access Management, Cloud-Native Computing, Scalability, Docker (Software), Cloud Infrastructure, Continuous Deployment, Data Persistence, YAML, Load Balancing, Cloud Security, Configuration Management, General Networking, Network Security
中级 · 课程 · 1-3 个月

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

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

Google Cloud
您将获得的技能: Data Pipelines, Data Lakes, Data Warehousing, Data Infrastructure, Google Cloud Platform, Data Architecture, Cloud Storage, Cloud Services, Big Data, Scalability, Query Languages
中级 · 课程 · 1-3 个月

您将获得的技能: Technical Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Market Data, Financial Forecasting, Applied Machine Learning, Trend Analysis, Financial Analysis, Data Visualization, Google Sheets, Interactive Data Visualization, Machine Learning, Data Manipulation, Data Import/Export
初级 · 指导项目 · 不超过 2 小时

Microsoft
您将获得的技能: 数据科学, 预测建模, 模型部署, 负责任的人工智能, MLOps(机器学习 Operator), 深度学习, 数据预处理, 应用机器学习, 机器学习, 微软 Azure, 数据库, 人工智能和机器学习(AI/ML), 模型评估
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Machine Learning 方法, Algorithm, 深度学习, 机器学习, 强化学习, 应用机器学习, 数据预处理, 无监督学习, Google 云端平台, 功能工程, 嵌入, 人工神经网络, AI 个性化服务, 人工智能和机器学习(AI/ML), 机器学习算法
高级设置 · 课程 · 1-3 个月