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 Michigan
您将获得的技能: Unsupervised Learning, Embeddings, Supervised Learning, Data Preprocessing, Data Transformation, Python Programming, Exploratory Data Analysis
高级设置 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: Applied Machine Learning, Machine Learning, AI Enablement, MLOps (Machine Learning Operations), Technology Roadmaps, Data-Driven Decision-Making, Artificial Intelligence and Machine Learning (AI/ML), Business Analytics, Business Solutions, Organizational Strategy, AI Product Strategy, Organizational Change, Product Roadmaps, Feasibility Studies, System Requirements, Solution Design, Training Programs
初级 · 课程 · 1-4 周

Edureka
您将获得的技能: Power BI, Data Visualization, Data Analysis Expressions (DAX), Matplotlib, Plotly, Data Analysis, Exploratory Data Analysis, Seaborn, SQL, Pandas (Python Package), Probability & Statistics, Regression Analysis, Machine Learning, Statistical Hypothesis Testing, Python Programming, Data Transformation, Feature Engineering, Data Integration, NumPy, Web Scraping
中级 · 专项课程 · 3-6 个月

National Taiwan University
您将获得的技能: Supervised Learning, Machine Learning, Statistical Machine Learning, Model Evaluation, Logistic Regression, Theoretical Computer Science, Classification Algorithms, Mathematical Theory & Analysis, Probability & Statistics, Algorithms
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google 云端平台, 数据管理, 数据转换, 模型部署, 预测建模, 模型评估, 应用机器学习, MLOps(机器学习 Operator), 数据管道, 云计算, 数据预处理, 机器学习, 张力流, Data Governance, AI 工作流程
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Python 程序设计, 衍生产品, 数值分析, 应用数学, 人工神经网络, 深度学习, 机器学习算法, 可视化(计算机制图), 微积分, 机器学习
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: ChatGPT, Machine Learning Methods, Data Mining, Generative AI, Recurrent Neural Networks (RNNs), Data Preprocessing, Python Programming, Machine Learning Algorithms, Data Manipulation
高级设置 · 课程 · 1-4 周

您将获得的技能: Embedded Systems, Tensorflow, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Machine Learning Algorithms, Convolutional Neural Networks, Computer Vision, Deep Learning, Image Analysis, Machine Learning, Model Deployment, Model Evaluation, Performance Tuning
中级 · 课程 · 1-3 个月

University of Washington
您将获得的技能: Python 程序设计, 人工智能, 自然语言处理, 监督学习, 分类算法, 模型评估, 预测建模, 计算机视觉, 文本挖掘, 功能工程, 应用机器学习, 无监督学习, 深度学习, 图像分析, 数据预处理, 机器学习, 回归分析, 应用程序开发
混合 · 课程 · 1-3 个月

您将获得的技能: Artificial Intelligence, Bayesian Network, Applied Machine Learning, Computational Logic, Machine Learning, Unsupervised Learning, Bayesian Statistics, Artificial Neural Networks, Reinforcement Learning, Markov Model, Algorithms, Probability & Statistics, Decision Making
混合 · 课程 · 1-3 个月

您将获得的技能: Data Preprocessing, Dimensionality Reduction, PyTorch (Machine Learning Library), Deep Learning, Keras (Neural Network Library), Tensorflow, Artificial Intelligence, Model Evaluation, Data Cleansing, Jupyter, Python Programming, Applied Machine Learning, Artificial Neural Networks, Scikit Learn (Machine Learning Library), Machine Learning, Matplotlib, Supervised Learning, Exploratory Data Analysis, Statistical Analysis
混合 · 课程 · 1-4 周

Alberta Machine Intelligence Institute
您将获得的技能: 利益攸关方沟通, 负责任的人工智能, 道德标准与行为, 模型评估, 模型部署, 数据伦理, 持续监测, 运行分析, AI 产品战略, 企业战略, 应用机器学习, 性能指标, MLOps(机器学习 Operator), AI 赋能, 性能调整, 风险缓解, 业务运营, 数据维护, 机器学习, 系统集成
混合 · 课程 · 1-4 周