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 Michigan
您将获得的技能: R 程序设计, 统计假设检验, 数据分析, 数据可视化, Python 编程, Pandas(Python 软件包), 散点图, 统计方法, 数据清理, 数据预处理, 回归分析, 统计分析, 相关性分析, Matplotlib, 描述性统计, 绘图(图形)
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google Gemini, SQL, Generative AI, Google Cloud Platform, Big Data, Customer Relationship Management, Jupyter, Workflow Management, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Model Deployment, Model Evaluation
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Large Language Modeling, LLM Application, Retrieval-Augmented Generation, ChatGPT, Natural Language Processing, Generative AI Agents, OpenAI API, Model Deployment, Embeddings, Transfer Learning, Generative Model Architectures, Multimodal Prompts, Generative AI, Cloud Deployment, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Cost Management, Machine Learning
中级 · 专项课程 · 1-4 周

您将获得的技能: Generative AI Agents, Model Context Protocol, Retrieval-Augmented Generation, Generative Model Architectures, Model Deployment, Responsible AI, Load Balancing, Large Language Modeling, Containerization, AI Security, Docker (Software), Generative AI, Model Evaluation, Agentic systems, LangChain, Restful API, Cloud Deployment, Data Ethics, Data Validation, Image Quality
中级 · 专业证书 · 3-6 个月

您将获得的技能: Model Deployment, Responsible AI, Microsoft Azure, MLOps (Machine Learning Operations), Data Management, Cloud Management, Cloud Deployment, Applied Machine Learning, Model Evaluation, Scalability, Data Preprocessing, Machine Learning, Performance Tuning, Feature Engineering, Machine Learning Algorithms
高级设置 · 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

Google Cloud
您将获得的技能: Google Gemini, Generative AI, Google Cloud Platform, SQL, Artificial Intelligence and Machine Learning (AI/ML), Big Data, Predictive Modeling, Customer Relationship Management
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Gemini, Generative AI, Workflow Management, Artificial Intelligence and Machine Learning (AI/ML), Big Data, Jupyter, Google Cloud Platform, SQL, Customer Relationship Management
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 机器学习, Model Evaluation, 数据转换, 数据管道, MLOps(机器学习运营), 模型评估, 云部署, 数据预处理, Google Cloud 平台, Python 编程, 人工神经网络, Keras(神经网络库), 功能工程, 深度学习, 模型部署, 张力流
中级 · 课程 · 1-3 个月

您将获得的技能: Recurrent Neural Networks (RNNs), Embeddings, Deep Learning, Convolutional Neural Networks, Artificial Neural Networks, Python Programming, Classification Algorithms, Data Preprocessing, Model Evaluation
中级 · 课程 · 1-3 个月

您将获得的技能: R Programming, R (Software), Data Visualization, Time Series Analysis and Forecasting, Interactive Data Visualization, Tidyverse (R Package), Data-Driven Decision-Making, Trend Analysis, Rmarkdown, Data Analysis, Predictive Modeling, Data Cleansing, Data Manipulation, Forecasting, Business Strategy, Demand Planning, Data Preprocessing, Model Evaluation, Machine Learning
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Prompt Engineering, Large Language Modeling, Natural Language Processing, Generative AI, Transfer Learning, Embeddings, Data Preprocessing, Model Evaluation
中级 · 课程 · 1-4 周