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。

您将获得的技能: AI Product Strategy, Sprint Retrospectives, Backlogs, Agile Product Development, Agile Software Development, Stakeholder Communications, Agile Methodology, Responsible AI, Generative AI, Kanban Principles, Product Roadmaps, Virtual Teams, Information Technology, Agile Project Management, Computer Hardware, Product Strategy, Product Management, ChatGPT, Stakeholder Management, Sprint Planning
初级 · 专业证书 · 3-6 个月

DeepLearning.AI
您将获得的技能: 信息隐私, 数据伦理, 数据综合, 生成式人工智能, 生成对抗网络 (GAN), 卷积神经网络, 无监督学习, PyTorch(机器学习库), 图像分析, 负责任的人工智能
中级 · 课程 · 1-4 周

University of Virginia
您将获得的技能: 创新, 商业分析, 持续交付, 用户故事, 新产品开发, 客户分析, 团队建设, 敏捷项目管理, Agile 方法论, 设计思维, 产品测试, 团队管理, 敏捷软件开发, 团队领导, 敏捷产品开发, 可用性测试, 产品管理, 分析, 团队绩效管理, Devops
初级 · 专项课程 · 3-6 个月

您将获得的技能: Application Performance Management, Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Cloud Infrastructure, Load Balancing, System Monitoring, Prompt Engineering, Kubernetes, Network Planning And Design, Network Performance Management, Network Monitoring, Firewall, Cloud Computing Architecture, Containerization, Virtual Networking, Network Architecture, Network Security, Cloud Storage, Network Routing, Virtual Private Networks (VPN)
中级 · 专业证书 · 3-6 个月

您将获得的技能: 数据清理, 数据科学, 数据操作, 信息隐私, 电子表格软件, 数据分析, 数据整理, 微软Excel, Excel 公式, 数据导入/导出, 透视表和图表, 数据质量, 谷歌工作表
初级 · 课程 · 1-3 个月

The University of Edinburgh
您将获得的技能: 道德标准与行为, 环境问题, 营养与饮食, 科学方法, 医疗保健伦理, 移情与情商, 应用行为分析, 压力管理, 安全保障, 一般科学与研究, 行为管理
混合 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, SQL, Data Visualization Software, Database Design, AWS SageMaker, Unsupervised Learning, Data Visualization, Interactive Data Visualization, Dashboard, Feature Engineering, Time Series Analysis and Forecasting, Database Management, Exploratory Data Analysis, A/B Testing, Tableau Software, Pandas (Python Package), Matplotlib, Python Programming, Data Analysis, Machine Learning
初级 · 专业证书 · 3-6 个月

Universidad de los Andes
您将获得的技能: Data Ethics, Data Integration, Exploratory Data Analysis, Statistical Hypothesis Testing, Predictive Modeling, Correlation Analysis, Data Visualization Software, Data Quality, Data Science, Jupyter, Data Analysis, Data Preprocessing, Data Transformation, Data Cleansing, Business Analytics, Data Manipulation, Supervised Learning, Regression Analysis, Applied Machine Learning, Model Evaluation
初级 · 专项课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Responsible AI, Autoencoders, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Data Ethics, Deep Learning, Artificial Neural Networks, Reinforcement Learning, Generative AI, Generative Adversarial Networks (GANs), Machine Learning Algorithms, Model Deployment, Debugging, Artificial Intelligence, Image Analysis, Unsupervised Learning, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Computer Vision
中级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: 机器学习, 贝叶斯网络, 乳房 X 射线照相术, 流行病学, 放射诊断学, 肿瘤学, 人工智能, 医学影像, 模型评估, 深度学习, 射线照相术, 图像分析, 人工神经网络
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Data Preprocessing, Tensorflow, Applied Machine Learning, Feature Engineering, Data Cleansing, Classification And Regression Tree (CART), Machine Learning, Random Forest Algorithm, Pandas (Python Package), Data Analysis, Exploratory Data Analysis
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: LangChain, LLM Application, Retrieval-Augmented Generation, OpenAI API, LangGraph, AI Workflows, Large Language Modeling, AI Orchestration, Responsible AI, Generative AI, Agentic systems, Prompt Engineering, Generative AI Agents, Natural Language Processing, Cloud Development, Application Programming Interface (API), Python Programming, Application Deployment, Data Processing, Pandas (Python Package)
中级 · 课程 · 1-4 周