应用机器学习课程
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。
热门应用机器学习课程和认证
状态：免费试用Johns Hopkins University
您将获得的技能: Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Numerical Analysis, Geometry, Applied Mathematics, Algebra, Mathematical Modeling
您将获得的技能: AWS SageMaker, Image Analysis, Deep Learning, Keras (Neural Network Library), Model Evaluation, Convolutional Neural Networks, PyTorch (Machine Learning Library), Tensorflow, Computer Vision, Applied Machine Learning, Machine Learning, Python Programming, Matplotlib, Data Science
状态：免费试用University of Virginia
您将获得的技能: 商业分析, 持续交付, 用户故事, 客户分析, 团队建设, 敏捷项目管理, Agile 方法论, 冲刺计划, 同行评审, 可用性测试, 设计思维, 角色开发, 产品开发, 敏捷软件开发, 敏捷产品开发, 团队管理, 分析, 产品测试, 角色（用户体验）, 团队绩效管理
状态：免费试用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
状态：免费试用Johns Hopkins University
您将获得的技能: Anomaly Detection, Intrusion Detection and Prevention, Malware Protection, Cyber Threat Hunting, Threat Detection, Network Analysis, AI Security, Applied Machine Learning, Model Evaluation, Network Security, Unsupervised Learning, Performance Testing, Analysis, Classification Algorithms, Supervised Learning, Microsoft Windows
状态：新您将获得的技能: Growth Mindedness, Organizational Development, AI Enablement, Lifelong Learning, Personal Development, Leadership Development, Mindfulness
状态：免费试用University of California, Davis
您将获得的技能: 终身学习, 专业发展, 批判性思维, 弹性, 集思广益, 建设性反馈, 增长战略, 行动导向, 适应, 解决问题, 创造性思维, 克服障碍, 积极倾听, 情绪商数, 同理心, 社交技能, 压力管理, 成长意识, 积极性, 建立关系
状态：免费试用Imperial College London
您将获得的技能: 数据预处理, 卷积神经网络, 计算机视觉, 模型评估, 迁移学习, 深度学习, 图像分析, 监督学习, 模型部署, 人工神经网络, 张力流, Keras（神经网络库）
状态：免费试用Northwestern University
您将获得的技能: 机器控制, 图论, 机械, 数学建模, 自动化, Matlab, 虚拟环境, 人工智能, 机器人, 工程分析, 工程计算, 自动化工程, 控制系统, 工程学, 模拟和模拟软件, 数学软件, 振动, 机械工程, 应用数学, 扭矩（物理学）
状态：免费试用您将获得的技能: Multimodal Prompts, Prompt Engineering, Responsible AI, Context Management
状态：免费试用您将获得的技能: Prompt Engineering, AI Enablement, Strategic Thinking, Generative AI, Analysis
状态：预览DeepLearning.AI
您将获得的技能: AI Product Strategy, Business Strategy, Artificial Intelligence, Data Ethics, Responsible AI, Data Science, Machine Learning, Artificial Neural Networks, Deep Learning
总之，以下是 10 最受欢迎的 applied machine learning 课程
- Linear Algebra: Orthogonality and Diagonalization: Johns Hopkins University
- Image Classification on Autopilot with AWS AutoGluon: Coursera
- 敏捷开发: University of Virginia
- Text Marketing Analytics: University of Colorado Boulder
- Advanced Malware and Network Anomaly Detection: Johns Hopkins University
- Embracing a Skills-First Mindset: Packt
- 职场专业技能: University of California, Davis
- 开始使用 TensorFlow 2: Imperial College London
- 现代机器人学 机械、规划和控制: Northwestern University
- Start Writing Prompts like a Pro: Google
