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。

您将获得的技能: Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, SAS (Software), Regression Analysis, Statistical Methods, Probability & Statistics, Statistical Modeling, Plot (Graphics), Statistical Inference
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Classification Algorithms, Data Analysis, Model Evaluation, Logistic Regression, Supervised Learning, Decision Tree Learning, Predictive Modeling, Feature Engineering, Data Preprocessing, Machine Learning, Bayesian Statistics, Performance Tuning
中级 · 课程 · 1-3 个月

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

University of Colorado Boulder
您将获得的技能: Natural Language Processing, Model Evaluation, Embeddings, Text Mining, Logistic Regression, Artificial Intelligence and Machine Learning (AI/ML), Statistical Modeling, Machine Learning Methods, Classification Algorithms, Unstructured Data, Deep Learning, Probability Distribution, Linear Algebra, Algorithms
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中级 · 课程 · 1-4 周

Packt
您将获得的技能: 逻辑回归, 数据科学, 线性代数, 自然语言处理, NumPy, 深度学习, 机器学习, 数据预处理, 回归分析, 数据可视化, Python 编程, Matplotlib, 数据结构, 人工智能和机器学习(AI/ML), 数据操作, Seaborn
中级 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: 逻辑回归, 分析, Model Evaluation, 数据分析, 监督学习, 模型评估, 数据预处理, 机器学习算法, 机器学习, 预测分析, 决策树学习, Scikit Learn(机器学习库), 应用机器学习, 分类算法, 功能工程, Python 编程, 预测建模, 分类与回归树 (CART)
中级 · 课程 · 1-4 周

您将获得的技能: Statistical Hypothesis Testing, Logistic Regression, Correlation Analysis, Six Sigma Methodology, R (Software), R Programming, Statistical Programming, Statistical Analysis, Statistical Methods, Regression Analysis, Probability & Statistics, Data Literacy, Data Science
中级 · 指导项目 · 不超过 2 小时

The University of Chicago
您将获得的技能: Model Evaluation, 监督学习, Scikit Learn(机器学习库), 模型评估, 回归分析, 随机森林算法, Keras(神经网络库), 降维, 深度学习, 无监督学习, 机器学习算法, 张力流, 机器学习, 数据预处理, Pandas(Python 软件包), 应用机器学习, 分类算法, 功能工程, 统计方法
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Scikit Learn (Machine Learning Library), Data Preprocessing
中级 · 课程 · 1-3 个月

Board Infinity
您将获得的技能: Classification Algorithms, Data Preprocessing, Model Deployment, Model Evaluation, Decision Tree Learning, Regression Analysis, Logistic Regression
初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, PySpark, Apache Spark, Logistic Regression, Predictive Modeling, Applied Machine Learning, Unsupervised Learning, Decision Tree Learning, Predictive Analytics, Random Forest Algorithm, Regression Analysis, Classification Algorithms, Machine Learning Algorithms, Data Pipelines
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Statistical Machine Learning, Machine Learning, Regression Analysis, Supervised Learning, Data Science, Decision Tree Learning, Statistical Analysis, Classification Algorithms, Predictive Modeling, Artificial Neural Networks, Data Processing, Logistic Regression
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中级 · 课程 · 1-3 个月