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: Model Evaluation, Supervised Learning, Machine Learning Methods, Classification Algorithms, Machine Learning, Data Analysis, Driving engagement
中级 · 课程 · 1-4 周

您将获得的技能: NumPy, Applied Machine Learning, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Artificial Intelligence, Development Environment, Pandas (Python Package), Deep Learning, Python Programming, Artificial Neural Networks, Data Manipulation, Tensorflow, Regression Analysis, Exploratory Data Analysis, Computer Programming
初级 · 课程 · 3-6 个月

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: Descriptive Statistics, Probability & Statistics, Statistical Hypothesis Testing, Regression Analysis, Statistics, Predictive Modeling, Data Visualization, Statistical Analysis, Statistical Methods, Data Science, Data Analysis, Histogram, Statistical Visualization, Pandas (Python Package), NumPy, Statistical Inference, Probability, Model Evaluation, Correlation Analysis
混合 · 课程 · 1-4 周

您将获得的技能: Rmarkdown, Autoencoders, Shiny (R Package), Deep Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Model Evaluation, R (Software), Data Import/Export, Classification Algorithms, Reinforcement Learning, R Programming, Ggplot2, Data Manipulation, Convolutional Neural Networks, Plotly, Applied Machine Learning, Machine Learning Algorithms, Artificial Intelligence, Dimensionality Reduction
初级 · 专项课程 · 3-6 个月

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

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: 自然语言处理, 拥抱的脸, 人工神经网络, 嵌入, 迁移学习, 递归神经网络 (RNN), 深度学习
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 自然语言处理, 嵌入, 迁移学习, 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: 生成式人工智能, 抽样(统计), Algorithm, 人工神经网络, 生成模型架构, Jupyter
中级 · 项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: 检索-增强生成, 数据预处理, Prompt Engineering, 迁移学习, 大型语言模型
中级 · 项目 · 不超过 2 小时

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