应用机器学习课程可以帮助您学习数据预处理、模型选择、Feature Engineering 和 Evaluation 指标。您可以掌握在实际环境中实施算法、优化性能和解释结果的技能。许多课程介绍 Python、TensorFlow 和 Scikit-learn 等工具,这些工具支持开发机器学习模型和应用 AI 技术解决实际问题。

Ludwig-Maximilians-Universität München (LMU)
您将获得的技能: Python 程序设计, 数值分析, 数学建模, 机械, 有限元方法, 工程分析, 微分方程, 工程计算, 分布式计算, Jupyter, 应用数学, 模拟, 振动
中级 · 课程 · 1-3 个月

Alberta Machine Intelligence Institute
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Generative Model Architectures, Large Language Modeling, ChatGPT, OpenAI API, Open Source Technology, Responsible AI, Embeddings, Artificial Intelligence, Data Ethics, Natural Language Processing, Information Privacy
混合 · 课程 · 1-4 周

您将获得的技能: Application Performance Management, Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Kubernetes, Cloud Infrastructure, Identity and Access Management, Data Loss Prevention, Load Balancing, System Monitoring, Prompt Engineering, Network Monitoring, Cloud Computing Architecture, Containerization, Virtual Networking, Network Architecture, Role-Based Access Control (RBAC), Network Security, Network Routing, Cloud Security, Virtual Private Networks (VPN)
攻读学位
中级 · 专业证书 · 3-6 个月

DeepLearning.AI
您将获得的技能: Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Technical Management, Machine Learning, Applied Machine Learning, Model Evaluation, Deep Learning, Debugging, Performance Tuning
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Deep Learning, Tensorflow, Model Evaluation, Applied Machine Learning, Artificial Neural Networks, Machine Learning Methods, Performance Tuning, Machine Learning, Data Validation, Debugging, Algorithms
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Network Analysis, Unsupervised Learning, Social Network Analysis, Supervised Learning, Unstructured Data, Applied Machine Learning, Marketing Analytics, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Text Mining, Data Analysis, Model Evaluation, Transfer Learning, Predictive Modeling, Semantic Web, JSON, Statistical Methods, Data Manipulation
攻读学位
初级 · 专项课程 · 3-6 个月

Cisco Learning and Certifications
您将获得的技能: Telecommunications, User Provisioning, Collaborative Software, Cloud Solutions, Virtual Teams, Enterprise Application Management, Cloud Management, Registration, Inbound Calls, Network Troubleshooting, Azure Active Directory, Systems Integration, Outbound Calls, AI Enablement
初级 · 课程 · 1-3 个月

L&T EduTech
您将获得的技能: 机器学习, 电气工程, 机器学习算法, 深度学习, 数据预处理, 卷积神经网络, 人工智能, 计算机视觉, 石油和天然气, 电力系统, 医疗保健 5.0, PyTorch(机器学习库), 应用机器学习, 机械工程, 张力流, 变电站, 图像分析, 土木工程, 人工神经网络
中级 · 课程 · 1-3 个月

University of Toronto
您将获得的技能: 空间数据分析, 机器控制, 数学建模, Algorithm, 自动化, 计算机视觉, 图论, 机器人, 控制系统, 应用数学, 估算, 预测建模, 数据映射, 交通流优化, Networking 路由器
高级设置 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: 商业分析, 客户洞察, 数据收集, 工艺优化, 数据驱动的决策制定, 市场调查, 客户分析, 回归分析, 消费者行为, 预测分析, 营销分析, 描述性分析, 分析
混合 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Data Infrastructure, Model Deployment, Data Processing, Data Pipelines
中级 · 课程 · 1-3 个月

Birla Institute of Technology & Science, Pilani
您将获得的技能: Theoretical Computer Science, Computer Programming, Pseudocode, Algorithms, Computer Science, Formal Learning, Software Engineering, Program Development, Data Science, Analysis, Debugging, Technical Analysis
中级 · 课程 · 1-3 个月