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。

The University of Tokyo
您将获得的技能: Language Competency, Vocabulary, Oral Comprehension, Grammar, Language Learning, Literacy, Engineering Documentation, Science and Research, Materials science
中级 · 课程 · 1-3 个月

您将获得的技能: Tensorflow, Computer Vision, Model Evaluation, Convolutional Neural Networks, Deep Learning, Amazon Elastic Compute Cloud, Transfer Learning, Image Analysis, Amazon Web Services, Artificial Neural Networks, Keras (Neural Network Library), Model Deployment, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Feature Engineering, Data Preprocessing, Classification Algorithms, Application Development, Python Programming, Network Architecture
初级 · 专项课程 · 1-3 个月

Politecnico di Milano
您将获得的技能: Blended Learning, Pedagogy, Large Language Modeling, Digital pedagogy, LLM Application, Instructional Design, Learning Strategies, Education Software and Technology, Interactive Learning, Educational Materials, AI Personalization, Innovation, Differentiated Instruction, Lifelong Learning, AI Enablement, Human Learning, Solution Design, Adult Learning Principles, Prompt Engineering Tools, Artificial Intelligence
初级 · 专项课程 · 3-6 个月

University of Illinois Urbana-Champaign
您将获得的技能: 协作软件, 创新, 数字扫盲, 教育软件和技术, 新兴技术, 数字教学法, 差异化教学
混合 · 课程 · 1-4 周

您将获得的技能: Education Software and Technology, Digital pedagogy, Content Management
初级 · 指导项目 · 不超过 2 小时

Northeastern University
您将获得的技能: Unsupervised Learning, Supervised Learning, Regression Analysis, Applied Machine Learning, Statistical Modeling, Machine Learning Algorithms, PyTorch (Machine Learning Library), Statistical Methods, Statistical Machine Learning, Machine Learning, Predictive Analytics, Predictive Modeling, Machine Learning Software, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Classification Algorithms, Logistic Regression, Unstructured Data, Model Evaluation, Dimensionality Reduction
中级 · 课程 · 1-3 个月

Intel
您将获得的技能: 卷积神经网络, 自然语言处理, 递归神经网络 (RNN), 深度学习, 强化学习, 可扩展性, 生成对抗网络 (GAN), 计算机视觉, 人工神经网络, Machine Learning 方法, 性能调整, 迁移学习
中级 · 课程 · 1-3 个月

您将获得的技能: Wireless Networks, Control Systems, Interactive Design, Software Installation, Electronics, Display Devices, Embedded Systems, Electronic Components, Computer Programming Tools, Development Environment, Electrical Wiring, Programming Principles, Debugging
初级 · 课程 · 1-3 个月

École Polytechnique
您将获得的技能: Oral Expression, Writing, Vocabulary, Language Learning, Grammar, Culture, Political Sciences, Cultural Diversity, Intercultural Competence, Art History, World History, Science and Research, Social Sciences, Cinematography
高级设置 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Keras (Neural Network Library), Data Preprocessing, Deep Learning, Artificial Neural Networks, Tensorflow, Applied Machine Learning, Feature Engineering, Property and Real Estate, Predictive Modeling, Data Cleansing, Data Manipulation, Machine Learning, Real Estate, Regression Analysis, Python Programming
初级 · 指导项目 · 不超过 2 小时

University of Michigan
您将获得的技能: Course Development, Instructional Design, Learning Theory, Brainstorming, Design, Needs Assessment, Motivational Skills, Prototyping, Creative Thinking, Student-Centred Learning, Analysis, Communication
初级 · 课程 · 1-4 周

Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: 消费者行为, 运行效率, 企业可持续发展, 持续改进流程, 物流管理, 质量管理, 供应商管理, 新产品开发, 库存管理系统, 供应链管理, 协调, 供应链规划, 供应链, 价值主张
混合 · 课程 · 1-3 个月