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 Chicago
您将获得的技能: 深度学习, 模型评估, 统计方法, 数据预处理, 监督学习, Scikit Learn(机器学习库), 张力流, 回归分析, 降维, 机器学习算法, Keras(神经网络库), 随机森林算法, 分类算法, 无监督学习, 机器学习, 应用机器学习, 功能工程, Pandas(Python 软件包)
中级 · 课程 · 1-3 个月

Fractal Analytics
您将获得的技能: 算法, 模型评估, 监督学习, 随机森林算法, 回归分析, 机器学习算法, 决策树学习, 功能工程, 应用机器学习, 性能调整, 预测建模, 分类算法
初级 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: 模型评估, 分类与回归树 (CART), Scikit Learn(机器学习库), 数据预处理, 逻辑回归, Python 编程, 预测建模, 机器学习算法, 预测分析, 数据分析, 决策树学习, 分析, 机器学习, 功能工程, 应用机器学习, 监督学习, 分类算法
中级 · 课程 · 1-4 周

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

University of Glasgow
您将获得的技能: Data Preprocessing, Model Evaluation, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML)
初级 · 课程 · 1-3 个月

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

University of Colorado System
您将获得的技能: Classification And Regression Tree (CART), AI Personalization, Marketing Analytics, Unsupervised Learning, Customer Analysis, Predictive Analytics, Applied Machine Learning, Supervised Learning, Dimensionality Reduction, Marketing Effectiveness, Marketing Strategies, Data-Driven Decision-Making, Strategic Marketing, Campaign Management, Customer experience improvement, Personalized Service, Customer Insights, Model Evaluation, Machine Learning
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Natural Language Processing, Model Evaluation, Embeddings, Text Mining, Artificial Intelligence, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Deep Learning, Machine Learning, Unsupervised Learning, Dimensionality Reduction
混合 · 课程 · 1-3 个月

Board Infinity
您将获得的技能: Responsible AI, MLOps (Machine Learning Operations), Model Deployment, Jenkins, AI Security, Applied Machine Learning, Java, Continuous Deployment, Federated Learning, Artificial Intelligence, Machine Learning, Spring Framework, Application Deployment, Reinforcement Learning, Spring Boot, Enterprise Application Management
中级 · 课程 · 1-4 周

National Taiwan University
您将获得的技能: Machine Learning Algorithms, Model Evaluation, Classification Algorithms, Algorithms, Supervised Learning, Logistic Regression, Machine Learning, Applied Machine Learning, Data Validation, Regression Analysis, Feature Engineering, Statistical Methods, Verification And Validation
中级 · 课程 · 1-3 个月

Simplilearn
您将获得的技能: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Recurrent Neural Networks (RNNs), Model Deployment, Reinforcement Learning, Artificial Intelligence, Classification Algorithms, Classification And Regression Tree (CART), Tensorflow, Machine Learning Algorithms, Keras (Neural Network Library), Artificial Neural Networks, Deep Learning, Machine Learning, Decision Tree Learning, Predictive Analytics, Regression Analysis
初级 · 专项课程 · 1-3 个月

H2O.ai
您将获得的技能: 深度学习, 模型评估, 数据预处理, 降维, 随机森林算法, 自动编码器, 决策树学习, 分类算法, 预测建模, 功能工程, 无监督学习, 机器学习, 数据操作, 应用机器学习, 异常检测, 监督学习
中级 · 课程 · 1-3 个月