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: Supervised Learning, Machine Learning Methods, Statistical Machine Learning, Machine Learning, Data Analysis, Dimensionality Reduction
中级 · 课程 · 1-4 周

您将获得的技能: Data Visualization Software, Data Visualization, Ggplot2, Plot (Graphics), R Programming, Scatter Plots, Graphing, Data Analysis, Data Wrangling, Data Manipulation, Data Import/Export, Regression Analysis, Software Installation, Package and Software Management
中级 · 课程 · 1-4 周

您将获得的技能: Descriptive Statistics, Probability & Statistics, Statistical Hypothesis Testing, Regression Analysis, Statistics, Predictive Modeling, Data Visualization, Statistical Analysis, Data Science, Data Analysis, Statistical Modeling, Histogram, Pandas (Python Package), NumPy, Statistical Inference, Probability, Correlation Analysis
混合 · 课程 · 1-4 周

您将获得的技能: Rmarkdown, Shiny (R Package), Deep Learning, Data Import/Export, Reinforcement Learning, R Programming, Ggplot2, Data Manipulation, Plotly, Applied Machine Learning, Machine Learning Algorithms, Web Scraping, Artificial Intelligence, Dimensionality Reduction, Interactive Data Visualization, Statistical Analysis, Image Analysis, PyTorch (Machine Learning Library), Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML)
初级 · 专项课程 · 3-6 个月

您将获得的技能: Exploratory Data Analysis, Predictive Modeling, Risk Modeling, Classification And Regression Tree (CART), Decision Tree Learning, Credit Risk, Predictive Analytics, Random Forest Algorithm, Data Processing, Feature Engineering, Financial Modeling, Data Manipulation, Data Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Pandas (Python Package), Machine Learning Methods, Supervised Learning, Performance Metric, Performance Tuning
混合 · 课程 · 1-4 周

您将获得的技能: Regression Analysis, Time Series Analysis and Forecasting, Forecasting, People Analytics, Trend Analysis, Microsoft Excel, Statistical Modeling, Correlation Analysis, Predictive Analytics, Statistical Analysis, Data Analysis Software, Analytical Skills, Probability & Statistics, Graphing, Climate Change Adaptation, Data Manipulation
混合 · 课程 · 1-3 个月

您将获得的技能: Matplotlib, Statistical Modeling, Descriptive Statistics
混合 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: PyTorch(机器学习库), 人工神经网络, 监督学习, 自然语言处理, 张力流, 人工智能和机器学习(AI/ML), 大型语言模型, 深度学习, 生成式人工智能
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 人工神经网络, 自然语言处理, 生成模型架构, 大型语言模型
高级设置 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 抽样(统计), 人工神经网络, Algorithm, 生成模型架构, 生成式人工智能, Jupyter, Prompt Engineering
中级 · 项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: 大型语言模型, LLM 申请, AI 个性化服务, 网络模型, Prompt Engineering
中级 · 项目 · 不超过 2 小时

Google Cloud
您将获得的技能: 大型语言模型, 生成模型架构, LLM 申请, 生成式人工智能, 提示模式, Prompt Engineering
初级 · 课程 · 1-4 周