机器学习课程可以帮助您学习算法、数据预处理、模型 Evaluation 和神经网络。您可以掌握回归分析、分类技术和聚类方法方面的技能。许多课程都会介绍 Python、TensorFlow 和 Scikit-learn 等工具,展示如何在实际应用中使用这些技术来实施机器学习解决方案。
University of Michigan
您将获得的技能: Python 程序设计, 计算思维, 软件安装, 计算机编程, 开发环境, 编程原则
初级 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: Python 程序设计, 数据操作, 机器学习, Flask(网络框架), Django (网络框架), 预测建模, 应用程序部署, 模型部署, 数据预处理, MLOps(机器学习 Operator), 网络应用
混合 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Python 程序设计, 数据叙事, 数据操作, 机器学习, Plotly, 模型评估, Scikit-learn (机器学习库), Matplotlib, 数据可视化软件, 数据清理, 生成式人工智能, 数据转换, 数据分析, Pandas(Python 软件包), 探索性数据分析, 交互式数据可视化, Jupyter, 数据可视化, 数据伦理
初级 · 课程 · 1-3 个月

您将获得的技能: Dimensionality Reduction, Unsupervised Learning, Deep Learning, Model Evaluation, Machine Learning Algorithms, Applied Machine Learning, Random Forest Algorithm, Feature Engineering, Artificial Neural Networks, Supervised Learning, Statistical Machine Learning, Anomaly Detection, Classification Algorithms, Performance Tuning
中级 · 课程 · 1-3 个月
Georgia Institute of Technology
您将获得的技能: 语言能力, 语言学习, 英语, 口语理解
混合 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Model Deployment, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Prompt Engineering, Artificial Intelligence, AI Enablement, Amazon Web Services, Machine Learning, Business Solutions, Infrastructure Security, Compliance Management, Model Evaluation, Governance
中级 · 课程 · 1-3 个月

Universidad Nacional Autónoma de México
您将获得的技能: Supervised Learning, Applied Machine Learning, Unsupervised Learning, Bayesian Network, Machine Learning Methods, Computational Logic, Program Development, Machine Learning, Artificial Intelligence, Machine Learning Algorithms, Markov Model, Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Computational Thinking, Creativity, Game Theory, Theoretical Computer Science, Software Development, Generative AI, Social Sciences
中级 · 专项课程 · 3-6 个月

您将获得的技能: Embeddings, PyTorch (Machine Learning Library), Artificial Neural Networks, Image Analysis, Deep Learning, Applied Machine Learning, Convolutional Neural Networks, Computer Vision
高级设置 · 指导项目 · 不超过 2 小时

您将获得的技能: Virtual Machines, Microsoft Azure, Cloud Infrastructure, Cloud Computing, Network Security, Virtual Networking, Web Servers, Network Administration, Remote Access Systems, Ubuntu, Application Deployment
初级 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: 张力流, 模型评估, 迁移学习, 分类算法, 网络架构, 可视化(计算机制图), 计算机视觉, Keras(神经网络库), 深度学习, 图像分析, 卷积神经网络
中级 · 课程 · 1-4 周

您将获得的技能: AWS SageMaker, Responsible AI, Artificial Intelligence, Machine Learning, Prompt Engineering, Amazon Web Services, Model Deployment, Supervised Learning, Computer Vision, Image Analysis, Model Evaluation, Unsupervised Learning, Data Preprocessing, Natural Language Processing, Deep Learning, Reinforcement Learning
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Generative AI, AI Workflows, OpenAI, Responsible AI, Data Ethics, Artificial Intelligence, Creative Design, Image Quality, Design, Digital Design, Graphic Design, Machine Learning
初级 · 课程 · 1-3 个月