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。

您将获得的技能: Big Data, Applied Machine Learning, Google Cloud Platform, Data Analysis, Machine Learning
初级 · 课程 · 1-4 周

MathWorks
您将获得的技能: 模型评估, 监督学习, 分类算法, 预测建模, 机器学习, 决策树学习, Matlab, 功能工程, 回归分析, 数据预处理, 逻辑回归, 应用机器学习, 数据清理
初级 · 课程 · 1-4 周

您将获得的技能: AWS SageMaker, Amazon Web Services, Internet Of Things, Artificial Intelligence and Machine Learning (AI/ML), Blockchain, Image Analysis, Remote Access Systems, Text Mining, Computer Vision, Natural Language Processing
中级 · 课程 · 1-4 周

您将获得的技能: Text Mining, Statistical Analysis, Data Visualization, Descriptive Statistics, Data Analysis, Computer Programming, Mathematical Software, Data Preprocessing, Data Manipulation, Linear Algebra, Software Installation
混合 · 课程 · 1-4 周

Microsoft
您将获得的技能: 数据科学, 探索性数据分析, 张力流, Scikit-learn (机器学习库), 卷积神经网络, 分类算法, 无监督学习, 预测建模, 机器学习, 微软 Azure, MLOps(机器学习 Operator), 数据分析, 深度学习, 迁移学习, PyTorch(机器学习库), 回归分析, 数据可视化, 应用机器学习, 图像分析, 人工智能和机器学习(AI/ML)
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Big Data, Data Analysis, Google Cloud Platform, Applied Machine Learning, Statistical Inference, Machine Learning Methods, SQL, Model Deployment
初级 · 课程 · 1-4 周

您将获得的技能: Scikit Learn (Machine Learning Library), Classification Algorithms, Applied Machine Learning, Machine Learning Algorithms, Supervised Learning, Random Forest Algorithm, Machine Learning, Unsupervised Learning, Data Analysis
初级 · 指导项目 · 不超过 2 小时

Google Cloud
您将获得的技能: MLOps (Machine Learning Operations), Data Preprocessing, Model Deployment, Data Governance, Data Management, AI Workflows, Google Cloud Platform, Tensorflow, Machine Learning, Model Evaluation, Data Pipelines, Data Transformation, Cloud Deployment, Containerization
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Data Governance, Data Management, AI Workflows, Business Workflow Analysis, Data Pipelines, Google Cloud Platform, Model Evaluation, Machine Learning, Containerization
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: 张力流, Machine Learning 方法, 模型评估, 机器学习, Python 程序设计, 人工神经网络, 数据导入/导出, 应用机器学习, 性能调整, Keras(神经网络库), 图像分析, 数据预处理, ChatGPT
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Visualization, Keras (Neural Network Library), Data Preprocessing, Artificial Neural Networks, Interactive Data Visualization, Predictive Modeling, Tensorflow, Applied Machine Learning, Feature Engineering, Data Science, Predictive Analytics, Data Manipulation, Machine Learning, Model Evaluation, Regression Analysis, Python Programming
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: MLOps (Machine Learning Operations), AWS SageMaker, Amazon Web Services, Model Deployment, Scalability, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Technical Design, Amazon Elastic Compute Cloud, Cloud Security, Data Management, Disaster Recovery, Continuous Monitoring
初级 · 课程 · 1-4 周