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。
DeepLearning.AI
您将获得的技能: 卷积神经网络, 机器学习, 探索性数据分析, 计算机视觉, 监督学习, 缓解, 信息隐私, 数据伦理, 数据分析, 图像分析, 自然语言处理, 灾难恢复, 环境监测, 应急响应, 应用机器学习, Jupyter, 非结构化数据, 模型评估, 人工智能, 文本挖掘
初级 · 专项课程 · 1-3 个月

LearnQuest
您将获得的技能: 机器学习, 应用编程接口 (API), 计算机视觉, 数据科学, 机器学习算法, 微软 Azure, Python 程序设计, 模型部署, 自然语言处理, 人工智能和机器学习(AI/ML), 图像分析
高级设置 · 课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: Generative AI, Generative Adversarial Networks (GANs), Applied Machine Learning, Deep Learning, Responsible AI, Machine Learning Methods, Artificial Intelligence, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Convolutional Neural Networks, Regression Analysis, Classification Algorithms, Business Ethics, Governance
攻读学位
初级 · 课程 · 1-4 周
Stanford University
您将获得的技能: 机器学习算法, 统计推理, 贝叶斯网络, 图论, 概率与统计, Algorithm, 计算思维, 应用机器学习, 马尔可夫模型, Machine Learning 方法, 统计方法, 概率分布, 抽样(统计)
高级设置 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Responsible AI, Google Gemini, Project Management, LLM Application, AI Enablement, Project Management Life Cycle, Case Studies, Team Oriented, Prototyping, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Project Documentation, AI Workflows, Deep Learning, Risk Management, Machine Learning
中级 · 专项课程 · 1-3 个月

您将获得的技能: Data Storytelling, Data Visualization, Data Ethics, Exploratory Data Analysis, Sampling (Statistics), Data Visualization Software, Regression Analysis, Feature Engineering, Descriptive Statistics, Logistic Regression, Statistical Hypothesis Testing, Model Evaluation, Data Analysis, Tableau Software, Data Science, Statistical Analysis, Machine Learning, Object Oriented Programming (OOP), Interviewing Skills, Python Programming
攻读学位
高级设置 · 专业证书 · 3-6 个月

您将获得的技能: MLOps (Machine Learning Operations), Feature Engineering, Model Evaluation, Data Preprocessing, Performance Analysis, Performance Tuning, Predictive Modeling, Data Pipelines, Data Transformation
中级 · 课程 · 1-4 周
University of Washington
您将获得的技能: 生理学, 机器学习算法, 线性代数, 监督学习, 人工神经网络, 网络模型, 生物学, 数学建模, Matlab, 递归神经网络 (RNN), 强化学习, 计算思维, 计算机科学, Machine Learning 方法, 神经学, 概率分布
初级 · 课程 · 1-3 个月

AI CERTs
您将获得的技能: AI Personalization, Applied Machine Learning, Model Evaluation
中级 · 课程 · 1-3 个月

Amazon Web Services
您将获得的技能: AWS SageMaker, Generative AI, Data Lakes, Data Governance, Data Architecture, Data Management, SQL, Applied Machine Learning
初级 · 课程 · 1-4 周

University of Minnesota
您将获得的技能: 机器学习, 机器学习算法, 线性代数, Algorithm, 降维, 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: AI Workflows, Technical Communication, AI Enablement, Model Deployment, Generative AI Agents, Data Integration, AI Orchestration, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Responsible AI, Artificial Intelligence, Cloud Computing, Deep Learning, Data Visualization, Python Programming, Machine Learning, Data Engineering, Anomaly Detection, Statistical Analysis
初级 · 专项课程 · 1-3 个月