Regression Model 课程可以帮助您学习统计分析、假设检验和数据可视化技术。您可以掌握解释系数、评估模型拟合度和执行变量选择的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持实施回归技术和分析数据集。
University of Glasgow
您将获得的技能: Model Evaluation, 机器学习, 深度学习, 时间序列分析和预测, 模型评估, 人工神经网络, 递归神经网络 (RNN), 自动编码器, 应用机器学习, 医疗保健 5.0, 心电图, 负责任的人工智能, 卷积神经网络
中级 · 课程 · 1-4 周

您将获得的技能: Financial Modeling, Business Valuation, Revenue Forecasting, Working Capital, Cash Flows, Financial Statement Analysis, Financial Analysis, Financial Data, Financial Forecasting, Business Modeling, Balance Sheet, Capital Expenditure, Corporate Finance, Cash Flow Forecasting, Income Statement
混合 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Convolutional Neural Networks, Keras (Neural Network Library), Image Analysis, Data Preprocessing, Deep Learning, Computer Vision, Tensorflow, Python Programming, Cloud Computing, Development Environment
混合 · 课程 · 1-4 周

您将获得的技能: Large Language Modeling, Generative AI, Model Deployment, Natural Language Processing, Prompt Engineering, Deep Learning, MLOps (Machine Learning Operations), Cloud Deployment, Model Evaluation, Continuous Monitoring, Data Cleansing, Machine Learning
中级 · 课程 · 1-4 周
您将获得的技能: Model Evaluation, Model Deployment, Decision Tree Learning, Data Preprocessing, Classification Algorithms, Predictive Modeling, Random Forest Algorithm, Applied Machine Learning, Java, Program Evaluation, Machine Learning, Feature Engineering, Algorithms, Program Implementation, Business Development
高级设置 · 课程 · 1-4 周

您将获得的技能: Jupyter, Plot (Graphics), Model Evaluation, Microsoft Azure, Machine Learning Algorithms, Applied Machine Learning, Data Visualization, Regression Analysis
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Natural Language Processing, Large Language Modeling, Transfer Learning, Embeddings, Classification Algorithms
高级设置 · 课程 · 1-4 周

您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Scalability, CI/CD, Continuous Deployment, Application Deployment, DevOps, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Continuous Integration, Performance Measurement, Business Metrics, Process Optimization, Verification And Validation, Automation, Key Performance Indicators (KPIs), Performance Analysis, Data-Driven Decision-Making
高级设置 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Large Language Modeling, Retrieval-Augmented Generation, Generative AI, Generative Model Architectures, PyTorch (Machine Learning Library), Generative AI Agents, Generative Adversarial Networks (GANs), Embeddings, Hugging Face, Transfer Learning, Data Pipelines, Recurrent Neural Networks (RNNs), Data Ethics, Data Preprocessing, Artificial Intelligence, Text Mining, Performance Tuning, Applied Machine Learning, Natural Language Processing
中级 · 专项课程 · 3-6 个月

您将获得的技能: Continuous Improvement Process, Process Improvement, Risk Management, Performance Measurement, Quality Management, Process Analysis, Performance Management, Project Management, Process Optimization, Verification And Validation, Requirements Analysis, Project Planning, Root Cause Analysis
混合 · 课程 · 1-4 周

Coursera
您将获得的技能: 生成式人工智能, Prompt Engineering, 应用程序开发, 法学硕士申请, 拥抱的脸, 应用程序部署, 及时工程, 持续监测, 应用安全, 数据伦理, 模型部署, 负责任的人工智能, 人工智能安全
中级 · 课程 · 1-4 周

您将获得的技能: PyTorch (Machine Learning Library), Transfer Learning, Natural Language Processing, Large Language Modeling, Generative Model Architectures, Embeddings
中级 · 课程 · 1-4 周