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。

您将获得的技能: LLM Application, Analysis, Prompt Engineering, Benchmarking, Performance Metric
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Star Schema, Data Modeling, Database Design, Data Warehousing, Dashboard, SQL Server Reporting Services, Business Intelligence, Business Process, Self Service Technologies, Performance Tuning
初级 · 课程 · 1-4 周

您将获得的技能: Star Schema, Snowflake Schema, Data Warehousing, Data Modeling, Database Design, Data Architecture, Performance Tuning, Data Integrity, Business Analytics, Performance Measurement, Data Governance, Performance Metric, Business Metrics, Descriptive Analytics, Business Reporting
高级设置 · 课程 · 1-4 周

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Model Evaluation, Machine Learning Software, Workflow Management, Predictive Modeling, Business Process, Governance Risk Management and Compliance, Continuous Monitoring, SAS (Software), Text Mining, R Programming, Scheduling
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Image Analysis, Computer Vision, Model Deployment, MLOps (Machine Learning Operations), Data Analysis, Deep Learning, Exploratory Data Analysis, Failure Analysis, Data Preprocessing, Feature Engineering, Workflow Management, AI Workflows, Data Transformation, Experimentation, Performance Analysis, Data Quality, Data Manipulation, Performance Metric, Technical Communication
中级 · 课程 · 1-3 个月

您将获得的技能: Image Analysis, Data Preprocessing, Computer Vision, Visualization (Computer Graphics), Data Transformation, Python Programming, NumPy, Algorithms
中级 · 课程 · 1-4 周

您将获得的技能: Bayesian Network, Predictive Modeling, Machine Learning Methods, Markov Model, Statistical Modeling, Artificial Intelligence, Statistical Inference, Graph Theory, Network Analysis, Probability & Statistics, Sampling (Statistics), Algorithms, Scalability
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Tensorflow, Performance Analysis, Applied Machine Learning
中级 · 课程 · 1-4 周

您将获得的技能: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Autoencoders, Model Deployment, Deep Learning, PyTorch (Machine Learning Library), Model Evaluation, Embeddings, Artificial Neural Networks, Convolutional Neural Networks, Transfer Learning, Performance Tuning, Artificial Intelligence, Scalability, Python Programming, Machine Learning, Image Quality, Performance Analysis
初级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: 机器学习, 无监督学习, 数据转换, Python 编程, 分类算法, 随机森林算法, 监督学习, 降维, 数据清理, 人工神经网络, Scikit Learn(机器学习库), 数据预处理, 预测建模, 应用机器学习
中级 · 课程 · 1-4 周

您将获得的技能: SketchUp (3D Modeling Software), 3D Modeling, Architectural Drawing, Architectural Design, Spatial Analysis, AutoCAD, 3D Assets, Visualization (Computer Graphics), Data Mapping, Design Software, Computer Graphics, Mockups, Layout Design, Computer Graphic Techniques, Graphic and Visual Design, Technical Communication, UI Components, Color Theory, Microsoft Office, Data Import/Export
初级 · 专项课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 自然语言处理, 马尔可夫模型, 概率与统计, 数据预处理, 人工神经网络, 嵌入, 统计建模, Algorithm, 文本挖掘, 机器学习方法, 算法
中级 · 课程 · 1-4 周