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。

Universiteit Leiden
您将获得的技能: 精准医疗, 统计推理, 样本量的确定, 预测建模, 监督学习, 模型评估, 健康信息学, 数据预处理, R 程序设计, 统计建模, 预测分析, 回归分析, Model Evaluation, 预防保健
中级 · 课程 · 1-3 个月

Arizona State University
您将获得的技能: Data Storage Technologies, Statistics, Data Storage, Database Software, Statistical Hypothesis Testing, Data Manipulation
中级 · 课程 · 1-4 周

您将获得的技能: Data Cleansing, PySpark, Data Manipulation, Data Preprocessing, Apache Spark, Google Cloud Platform, Data Analysis, Applied Machine Learning, Predictive Modeling, Big Data, Machine Learning, Regression Analysis
中级 · 指导项目 · 不超过 2 小时
CertNexus
您将获得的技能: 监督学习, 机器学习, 分类算法, 机器学习算法, 线性代数, 性能调整, 预测建模, 统计建模, 模型评估, 无监督学习, 回归分析, Model Evaluation
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Predictive Modeling, Applied Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Statistical Modeling, Decision Tree Learning, Report Writing
中级 · 课程 · 1-4 周

您将获得的技能: Machine Learning Algorithms, Data Visualization, Dashboard, Classification Algorithms, Interactive Data Visualization, Data Visualization Software, Model Evaluation, Machine Learning, Scikit Learn (Machine Learning Library), Plot (Graphics), Web Applications, Logistic Regression, Predictive Modeling, Data Science, Python Programming, Pandas (Python Package)
中级 · 指导项目 · 不超过 2 小时

Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Data Cleansing, Analytics, Machine Learning, Data Preprocessing, Regression Analysis, Data Mining, Python Programming, Scikit Learn (Machine Learning Library), Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Logistic Regression
攻读学位
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 数据伦理, 算法, 人工智能, 监督学习, 机器学习, 深度学习, 强化学习, 降维, 无监督学习, 人工神经网络, 异常检测, Algorithm
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 概率与统计, 监督学习, 统计机器学习, 嵌入, 分类算法, 降维, 自然语言处理, 机器学习方法, 功能工程, 文本挖掘
中级 · 课程 · 1-4 周

您将获得的技能: Logistic Regression, SAS (Software), Statistical Hypothesis Testing, Statistical Software, Statistical Analysis, Predictive Modeling, Statistical Programming, Statistical Modeling, Statistical Methods, Regression Analysis, Probability & Statistics, Model Evaluation
中级 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Strategic Prioritization, Web Analytics, Product Roadmaps, Business Analytics, Analytics, Product Management, Data-Driven Decision-Making, Predictive Modeling, Prioritization, Customer Analysis, Root Cause Analysis, Performance Analysis, Forecasting, User Flows, Performance Metric, Customer Retention, Data Capture, Resource Allocation, Statistical Methods
中级 · 课程 · 3-6 个月

University of Michigan
您将获得的技能: 统计机器学习, 预测建模, 统计推理, 贝叶斯统计, 统计建模, 模型评估, 统计分析, 逻辑回归, 统计编程, 数据可视化软件, 回归分析, Python 编程, Model Evaluation, Jupyter, 统计方法, 统计软件
中级 · 课程 · 1-4 周