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。

Pearson
您将获得的技能: Large Language Modeling, Prompt Engineering, Image Analysis, Model Deployment, PyTorch (Machine Learning Library), Deep Learning, Vision Transformer (ViT), Tensorflow, Convolutional Neural Networks, LLM Application, Transfer Learning, Computer Vision, Responsible AI, Generative AI, Multimodal Prompts, Artificial Neural Networks, Artificial Intelligence, Performance Tuning
中级 · 课程 · 1-4 周

Pearson
您将获得的技能: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Convolutional Neural Networks, Tensorflow, Transfer Learning, Natural Language Processing, Embeddings, Image Analysis, Deep Learning, Computer Vision, Time Series Analysis and Forecasting
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Recurrent Neural Networks (RNNs), Large Language Modeling, Natural Language Processing, Hugging Face, PyTorch (Machine Learning Library), Transfer Learning, Artificial Neural Networks, Embeddings, Deep Learning, Applied Machine Learning, Markov Model
混合 · 课程 · 1-3 个月

University of Colorado System
您将获得的技能: 学校心理学, 特殊教育, 患者评估, 临床评估, 残疾, 康复, 自闭症谱系障碍, 诊断测试, 心理健康, 交流障碍, 心理评估, 精神和行为健康专业, 职业治疗, 儿童发展, 儿科, 个性化教育计划(IEP), 神经学
混合 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Statistical Analysis, Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Model Evaluation, Regression Analysis, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning, Unsupervised Learning, Predictive Modeling, Feature Engineering, Logistic Regression, Decision Tree Learning, Classification Algorithms
攻读学位
中级 · 课程 · 1-3 个月

American Psychological Association
您将获得的技能: Learning Strategies, Learning Theory, Human Learning, Mental Concentration, Productivity, Psychology, Time Management, Critical Thinking, Self-Awareness, Self-Discipline
初级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Generative AI, Continuous Monitoring, Google Cloud Platform, Model Deployment, MLOps (Machine Learning Operations), Predictive Modeling, Data Quality
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Generative AI, MLOps (Machine Learning Operations), AI Security, Google Cloud Platform, Predictive Modeling, Continuous Monitoring, Data Quality
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), Generative AI, Machine Learning Methods, AI Security, Continuous Monitoring, Statistical Methods, Responsible AI, Data Quality
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 操作系统, Virtual Machine, 云基础设施, 云部署, 命令行界面, Google 云端平台, 云计算, 网络服务器, 虚拟网络化
初级 · 项目 · 不超过 2 小时

University of Washington
您将获得的技能: 数据驱动的决策制定, 机器学习, 创新, AI 产品战略, 自动化, 决策支持系统, 数据叙事, 人工智能, 用户故事, 人机界面
初级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: Data Preprocessing, PyTorch (Machine Learning Library), Deep Learning, Artificial Neural Networks, Machine Learning Algorithms, Supervised Learning, Machine Learning, Artificial Intelligence
中级 · 课程 · 1-4 周