自动学徒课程可帮助您了解如何构建、生成和分析预判定模型。您可以培养在数据准备、算法选择、优化和评估方面的能力。许多课程利用有源数据库测试模型。

Edge Impulse
您将获得的技能: 深度学习, 模型培训, 模型优化, 计算机编程, 预测建模, 嵌入式系统, 功能工程, 嵌入式软件, 机器学习, 模型部署, 数据收集, Model Evaluation, 机器学习方法, 机器学习算法, 卷积神经网络, 负责任的人工智能, 模型评估, 人工神经网络, 数据伦理, 数据预处理, 应用机器学习
中级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 模型培训, 人工智能, 预测建模, 无监督学习, Microsoft Azure, 监督学习, 回归分析, 模型部署, 机器学习, 微软 Azure, 机器学习算法, 人工智能和机器学习(AI/ML), 无代码开发, 机器学习软件, 分类算法, 应用机器学习
初级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 人工智能, 基础设施架构, 数据管理, 数据清理, 数据安全, Data Management, 机器学习, 人工智能集成, 数据基础设施, 模型部署, Model Evaluation, 应用框架, 模型评估, 人工智能和机器学习(AI/ML), MLOps(机器学习运营), 数据预处理, 人工智能工作流程, 应用程序部署, 可扩展性, 数据管道
中级 · 课程 · 1-3 个月

Board Infinity
您将获得的技能: Feature Engineering, Model Evaluation, Model Deployment, Fine-tuning, Data Preprocessing, Model Training, Deep Learning, Machine Learning Methods, Model Optimization, Scikit Learn (Machine Learning Library), PyTorch (Machine Learning Library), Scalability, Hugging Face, Docker (Software), Supervised Learning, Machine Learning Algorithms, Applied Machine Learning, Application Deployment, Software Development, Machine Learning
中级 · 专项课程 · 1-3 个月

多位教师
您将获得的技能: Tensorflow, Keras (Neural Network Library), Machine Learning Methods, Model Evaluation, Machine Learning, Google Cloud Platform, Model Training, Machine Learning Algorithms, Financial Trading, Reinforcement Learning, Recurrent Neural Networks (RNNs), Supervised Learning, Data Pipelines, Machine Learning Software, Time Series Analysis and Forecasting, Applied Machine Learning, Statistical Machine Learning, Technical Analysis, Deep Learning, Portfolio Management
中级 · 专项课程 · 1-3 个月

Google Cloud
您将获得的技能: Feature Engineering, Model Optimization, Generative AI, Model Deployment, Tensorflow, Generative AI Agents, Google Gemini, Model Training, Keras (Neural Network Library), Machine Learning, Generative Model Architectures, Data Preprocessing, Machine Learning Software, Machine Learning Methods, MLOps (Machine Learning Operations), Google Cloud Platform, Model Evaluation, Data Cleansing, Data Quality, Cloud Computing
中级 · 专项课程 · 3-6 个月

您将获得的技能: Model Deployment, Decision Tree Learning, Applied Machine Learning, Predictive Modeling, Machine Learning Software, Microsoft Azure, No-Code Development, Machine Learning, Data Preprocessing, Predictive Analytics, Model Training, Cloud Deployment, Feature Engineering, Machine Learning Algorithms, Model Evaluation, Data Science, Data Analysis, Classification Algorithms
初级 · 指导项目 · 不超过 2 小时

Dartmouth College
您将获得的技能: Supervised Learning, Predictive Modeling, Logistic Regression, Statistical Modeling, Model Evaluation, Statistical Machine Learning, Machine Learning Methods, Applied Machine Learning, Machine Learning, Generative Model Architectures, Machine Learning Algorithms, Classification Algorithms, Model Optimization, Regression Analysis, Probability & Statistics
攻读学位
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Computer Vision, Model Evaluation, PyTorch (Machine Learning Library), Supervised Learning, Unsupervised Learning, Image Analysis, Applied Machine Learning, Data Preprocessing, Dimensionality Reduction, Machine Learning Methods, Reinforcement Learning, Feature Engineering, Machine Learning Algorithms, Convolutional Neural Networks, Regression Analysis, Data Processing, Model Training, Machine Learning, Deep Learning, Model Optimization
中级 · 专项课程 · 3-6 个月

Imperial College London
您将获得的技能: 数据科学, 应用数学, 数据操作, 机器学习, 线性代数, 数据转换, Jupyter
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Applied Machine Learning, Jupyter, Machine Learning Algorithms, Model Evaluation, Machine Learning, Model Training, Predictive Modeling, Data Science, Python Programming, Predictive Analytics, Data Analysis
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Cleansing, Logistic Regression, Data Preprocessing, Applied Machine Learning, Data Import/Export, Data Mining, Python Programming, Data Access, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning Methods, Classification Algorithms, Machine Learning, Supervised Learning
中级 · 指导项目 · 不超过 2 小时