Logistic Regression 课程可以帮助您学习统计建模、假设检验和系数解释。您可以掌握评估模型性能、理解几率比以及应用 Regularization 等技术提高准确性的技能。许多课程都会介绍 R、Python 等工具和 Scikit-learn 等专项库,展示这些技能如何用于分析医疗保健、金融和营销等各个领域的 Binary 结果。

IBM
您将获得的技能: 机器学习, Model Evaluation, 数据预处理, 分类算法, 监督学习, Scikit Learn(机器学习库), 功能工程, 逻辑回归, 随机森林算法, 决策树学习, 预测建模, 抽样(统计), 数据清理, 模型评估, 性能指标
中级 · 课程 · 1-3 个月

O.P. Jindal Global University
您将获得的技能: Data Mining, Predictive Analytics, Business Analytics, Dimensionality Reduction, Forecasting, Data-Driven Decision-Making, Customer Analysis, Regression Analysis, Demand Planning, Classification Algorithms, Machine Learning Methods, Statistical Machine Learning, Market Analysis, Unsupervised Learning, Model Evaluation
攻读学位
混合 · 课程 · 3-6 个月

您将获得的技能: Time Series Analysis and Forecasting, Exploratory Data Analysis, Model Evaluation, Feature Engineering, Data Preprocessing, Statistical Analysis, Forecasting, Regression Analysis, Python Programming, Data Analysis, Predictive Modeling, Data Science, Matplotlib, Pandas (Python Package), Scikit Learn (Machine Learning Library), Machine Learning Algorithms
中级 · 课程 · 1-4 周

Corporate Finance Institute
您将获得的技能: Regression Analysis, Statistical Modeling, Statistical Analysis, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Microsoft Excel, Linear Algebra, Model Evaluation, Supervised Learning, Exploratory Data Analysis
高级设置 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: Feature Engineering, Unsupervised Learning, Model Evaluation, Predictive Modeling, Predictive Analytics, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning, Forecasting, Machine Learning Methods, Random Forest Algorithm, Analytics, Statistical Modeling, Regression Analysis, Machine Learning, Logistic Regression, Python Programming
初级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: Model Evaluation, 数据分析, Python 编程, 概率, 分析, 道德标准与行为, 预测, 逻辑回归, 数据处理, 回归分析, 预测建模, 统计建模, 模型评估, Pandas(Python 软件包)
中级 · 课程 · 1-3 个月

您将获得的技能: Data-Driven Decision-Making, Regression Analysis, Logistic Regression, Scatter Plots, Data Analysis, Predictive Analytics, Analytics, Business Analytics, Predictive Modeling, Minitab, Advanced Analytics, Statistical Modeling, Statistical Analysis, Statistical Hypothesis Testing, Correlation Analysis, Microsoft Excel, Model Evaluation
混合 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Statistical Inference, Regression Analysis, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Data Science, Logistic Regression, Data Analysis, Probability & Statistics, Linear Algebra
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Regression Analysis, Predictive Modeling, Financial Forecasting, Statistical Modeling, Forecasting, Financial Modeling, SPSS, Predictive Analytics, Risk Modeling, Data-Driven Decision-Making, Statistical Analysis, Analytics, Scatter Plots, Credit Risk, Microsoft Excel, Model Evaluation
混合 · 课程 · 1-4 周

Duke University
您将获得的技能: 机器学习, 计算机视觉, Python 编程, 强化学习, 监督学习, PyTorch(机器学习库), Transfer Learning, 人工神经网络, 图像分析, 应用机器学习, 深度学习, 逻辑回归, 无监督学习, 自然语言处理, 递归神经网络 (RNN), 卷积神经网络, 医学影像, 迁移学习
中级 · 课程 · 1-3 个月

Wesleyan University
您将获得的技能: 统计分析, Model Evaluation, 数据分析, Python 编程, SAS(软件), 统计方法, 逻辑回归, 回归分析, 预测建模, 相关性分析, 散点图, 统计建模, 模型评估, 数据操作, 分析
混合 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 机器学习, 分类算法, Model Evaluation, 性能调整, 监督学习, 人工神经网络, 应用机器学习, 深度学习, Transfer Learning, 逻辑回归, 随机森林算法, 决策树学习, 张力流, 模型评估, 迁移学习, 人工智能, 数据伦理
初级 · 课程 · 1-4 周