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。
University of Leeds
您将获得的技能: 沟通, 数字扫盲, 批判性思维, 自我意识, 技术交流, 个人发展, 协作, 数字通信, 学习策略
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Interactive Learning, Developing Training Materials, Game Design, Education Software and Technology, Infographics, Content Creation, Digital pedagogy
初级 · 指导项目 · 不超过 2 小时

Google Cloud
您将获得的技能: 机器学习, 张力流, 强化学习, Google 云端平台, Jupyter, 游戏设计, GitHub
初级 · 项目 · 不超过 2 小时

Coursera
您将获得的技能: Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Transfer Learning, Model Evaluation, Performance Tuning
中级 · 课程 · 1-4 周

您将获得的技能: Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Artificial Intelligence, Applied Machine Learning, Python Programming, Model Evaluation
中级 · 课程 · 1-4 周

Accenture
您将获得的技能: Conflict Management, Growth Mindedness, Emotional Intelligence, Lifelong Learning, Critical Thinking, Active Listening, Decision Making, Problem Solving, Willingness To Learn, Communication, Stress Management, Resilience, Adaptability
初级 · 课程 · 1-4 周

您将获得的技能: Innovation, Lesson Planning, Education Software and Technology, Digital pedagogy, Learning Management Systems, Instructional Strategies, Pedagogy, Telecommuting, Teamwork, Collaboration, Student-Centred Learning, Student Engagement, Community Development, Instructional Design, Classroom Management, Learning Strategies, Virtual Environment, Creative Thinking, digital literacy, Artificial Intelligence
初级 · 专项课程 · 1-3 个月

Tsinghua University
您将获得的技能: Blended Learning, Digital pedagogy, Education Software and Technology, Emerging Technologies, Digital Transformation, Innovation
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Autoencoders, Convolutional Neural Networks, Generative Adversarial Networks (GANs), Applied Machine Learning, Model Deployment, Unsupervised Learning, Artificial Intelligence, Classification Algorithms
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Telecommuting, Learning Management Systems, Student Engagement, Education Software and Technology, Digital pedagogy, Virtual Environment, Stress Management, Train The Trainer, Instructional Design, Organizational Skills, Active Listening, Empathy, Communication, Collaboration
初级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: Python 程序设计, 模型部署, 卷积神经网络, 模型评估, 嵌入, 人工神经网络, 降维, 医学影像, 递归神经网络 (RNN), 应用机器学习, 无监督学习, 图像分析, 自动编码器, 深度学习, 健康信息学, 预测建模
高级设置 · 课程 · 1-4 周

MathWorks
您将获得的技能: Computer Vision, Model Evaluation, Image Analysis, Convolutional Neural Networks, Deep Learning, Matlab, Data Preprocessing, Data Visualization, Transfer Learning, Applied Machine Learning, Data Analysis
初级 · 课程 · 1-4 周