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。

Coursera
您将获得的技能: Generative AI, Model Evaluation, Large Language Modeling, Transfer Learning, Performance Tuning, Development Environment, Natural Language Processing, Jupyter
中级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Model Evaluation, PyTorch (Machine Learning Library), Transfer Learning, Performance Tuning, Debugging, MLOps (Machine Learning Operations), Deep Learning, Scalability, Artificial Neural Networks
中级 · 课程 · 1-4 周

您将获得的技能: Data Modeling, Enterprise Resource Planning, Dashboard, Business Intelligence, Data Visualization Software, Workflow Management, Pivot Tables And Charts, Data Import/Export, Extract, Transform, Load, Data Integration, Microsoft Excel, Data Transformation, Data Security, Scripting
混合 · 课程 · 1-3 个月

Alex Genadinik
您将获得的技能: Surveys, Overcoming Objections, Market Research, Business Development, Closing (Sales), Decision Making, Strategic Partnership, Marketing Planning, Rapport Building, Strategic Decision-Making, Target Market, Marketing Psychology, Negotiation, B2B Sales, Sales Strategy, Business Modeling, Revenue Management, Search Engine Optimization, E-Commerce, Marketing Automation
初级 · 专项课程 · 3-6 个月

您将获得的技能: 模型评估, 自然语言处理, 生成式人工智能, 人工神经网络, 功能工程, 分类算法, Model Evaluation, 嵌入, 大型语言建模, 数据伦理, 迁移学习, PyTorch(机器学习库), 数据预处理, 递归神经网络 (RNN), Transfer Learning
中级 · 课程 · 1-4 周

Arizona State University
您将获得的技能: 概率分布, 数据分析软件, 回归分析, 统计分析, 数据转换, 统计假设检验, 抽样(统计), 统计建模, 统计方法
中级 · 课程 · 1-4 周
您将获得的技能: Model Deployment, LLM Application, Large Language Modeling, System Monitoring, Scalability, Hugging Face, Cloud Deployment, Performance Tuning, MLOps (Machine Learning Operations), Prompt Engineering, Transfer Learning, AI Security, Applied Machine Learning, Application Security, Artificial Intelligence, API Design, Model Evaluation
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Dimensionality Reduction, Classification Algorithms, Text Mining, Applied Machine Learning, Statistical Machine Learning, Machine Learning Algorithms, Unstructured Data, Python Programming, Algorithms
中级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Model Deployment, Data Preprocessing, Performance Tuning
中级 · 课程 · 1-4 周

The Open University
您将获得的技能: 设计思维, 价值主张, 利益相关者分析, 可持续商业, 创新, 利益相关者的参与, 演讲, 企业可持续发展, 业务建模, 环境、社会和公司治理(ESG), 系统思考, 验证和确认
中级 · 课程 · 1-4 周

您将获得的技能: Keras (Neural Network Library), Tensorflow, Applied Machine Learning, Deep Learning, Performance Tuning, Convolutional Neural Networks, Model Deployment, Python Programming
中级 · 指导项目 · 不超过 2 小时

Simplilearn
您将获得的技能: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Recurrent Neural Networks (RNNs), Model Deployment, Reinforcement Learning, Artificial Intelligence, Classification Algorithms, Classification And Regression Tree (CART), Tensorflow, Machine Learning Algorithms, Keras (Neural Network Library), Artificial Neural Networks, Deep Learning, Machine Learning, Decision Tree Learning, Predictive Analytics, Regression Analysis
初级 · 专项课程 · 1-3 个月