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

Google Cloud
您将获得的技能: 云计算, 机器学习方法, 开发环境, 脚本, 人工神经网络, 数据驱动决策, 人工智能和机器学习(AI/ML), Google Cloud 平台, 张力流, 模型培训, 应用机器学习, 机器学习
★ 4 (20) · 初级 · 项目 · 不超过 2 小时

IBM
您将获得的技能: 数据伦理, 编程原则, 生成式人工智能, Python 编程, 检索-增强生成, 软件开发, Prompt Engineering, 大型语言建模, IBM 云计算, 提示模式, 计算机视觉, 软件开发生命周期, 软件架构, LangChain, 恢复性应用程序接口, 及时工程, 负责任的人工智能, 数据科学, 响应式网页设计, 机器学习, 人工智能工作流程
★ 4.7 (8.1万) · 初级 · 专业证书 · 3-6 个月

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
中级 · 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
★ 4.6 (214) · 中级 · 指导项目 · 不超过 2 小时

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
★ 4.4 (3773) · 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
★ 4.5 (830) · 初级 · 指导项目 · 不超过 2 小时

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
★ 3.8 (1183) · 中级 · 专项课程 · 1-3 个月

Imperial College London
您将获得的技能: 数据转换, 线性代数, Jupyter, 数据操作, 数据科学, 机器学习, 应用数学
★ 4.6 (1.3万) · 初级 · 课程 · 1-3 个月

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

您将获得的技能: Reinforcement Learning, Dimensionality Reduction, PyTorch (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Model Training, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Deep Learning, Generative AI, Applied Machine Learning, Pandas (Python Package), Scikit Learn (Machine Learning Library), Python Programming, Model Optimization, Machine Learning, Artificial Neural Networks, Natural Language Processing, Feature Engineering
中级 · 课程 · 3-6 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
★ 3.4 (16) · 中级 · 专项课程 · 3-6 个月