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: Tensorflow, Convolutional Neural Networks, Image Analysis, Python Programming, Jupyter, Artificial Neural Networks, Deep Learning, Software Visualization, Machine Learning
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Responsible AI, Program Management, Risk Management, Stakeholder Engagement, AI Enablement, Project Management Institute (PMI) Methodology, Stakeholder Analysis, Strategic Decision-Making, Business Risk Management, Strategic Planning, Prototyping, Artificial Intelligence and Machine Learning (AI/ML), Product Lifecycle Management, AI Workflows, Deep Learning, Governance
中级 · 专项课程 · 1-3 个月

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

LearnQuest
您将获得的技能: 探索性数据分析, 分类算法, 数据操作, 数据清理, Pandas(Python 软件包), 数据预处理, 张力流, 机器学习, NumPy, 降维, 数据转换, 人工神经网络, 数据科学, Scikit-learn (机器学习库), 模型评估, 应用机器学习, 随机森林算法, Keras(神经网络库), 功能工程, 生物信息学
初级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: C 和 C++, C++(编程语言), 分布式计算, 数学软件, 面向数据的编程, 数据处理, 机器学习, 卷积神经网络, 数值分析, 计算机图形学, 深度学习, 人工神经网络, 可扩展性, 线性代数, 系统编程, 性能调整, 数字信号处理, 编程原则, 计算机结构, 图像分析
攻读学位
中级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 生成对抗网络 (GAN), 机器学习, 数据伦理, 生成式人工智能, 负责任的人工智能, 无监督学习, PyTorch(机器学习库), 图像质量, 生成模型架构, 模型评估
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Design Research, Persona (User Experience), User Interface and User Experience (UI/UX) Design, Design Software, AI Workflows, User Interface (UI) Design, Brainstorming, Prototyping, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Large Language Modeling, Human Centered Design, User Story, Wireframing, Deep Learning, Ideation
初级 · 专项课程 · 1-3 个月

28DIGITAL
您将获得的技能: Algorithm, 数据预处理, 机器学习, 预测建模, 降维, 模型评估, 应用机器学习, 性能调整, 人工智能和机器学习(AI/ML), 功能工程
中级 · 课程 · 1-3 个月

MathWorks
您将获得的技能: Computer Vision, Model Evaluation, Image Analysis, Model Deployment, Anomaly Detection, Convolutional Neural Networks, Transfer Learning, Deep Learning, Machine Learning Methods, Image Quality, Data Preprocessing, Artificial Neural Networks, Matlab, Applied Machine Learning, PyTorch (Machine Learning Library), Machine Learning, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Traffic Flow Optimization, Data Visualization
初级 · 专业证书 · 3-6 个月
您将获得的技能: Embeddings, Model Deployment, MLOps (Machine Learning Operations), Model Evaluation, Data Cleansing, Anomaly Detection, Vector Databases, LLM Application, System Monitoring, Verification And Validation, Data Quality, Legal Technology, Semantic Web, E-Commerce, Data Validation, Unsupervised Learning, Data Manipulation, Benchmarking, Dimensionality Reduction, Cost Reduction
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Large Language Modeling, Responsible AI, AI Personalization, Mobile Development, AI Security, Anthropic Claude, Artificial Intelligence, Software Development Tools, Software Testing, Apple iOS, AI Product Strategy, Test Automation, Software Development, DevSecOps, Prototyping, Artificial Intelligence and Machine Learning (AI/ML)
高级设置 · 专项课程 · 1-3 个月

您将获得的技能: Tenacity, Persistence, Personal Attributes, Persona Development, Personal Development, Human Development, Self-Awareness, Case Studies, Resilience, Empathy & Emotional Intelligence, Overcoming Obstacles, Growth Mindedness, Lifelong Learning, Psychology, Psychological Evaluations, Applied Behavior Analysis, Cognitive flexibility, Social Sciences, Emotional Intelligence, Cultural Diversity
初级 · 专项课程 · 1-3 个月