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: Model Evaluation, Supervised Learning, Data Preprocessing, Data-Driven Decision-Making, Statistical Modeling, Classification Algorithms, Plot (Graphics)
混合 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Predictive Modeling, Model Evaluation, A/B Testing, Matplotlib, Box Plots, Sampling (Statistics), Data Analysis, Regression Analysis, Statistical Inference, Data Visualization, Descriptive Statistics, Scikit Learn (Machine Learning Library), Data Science, Probability & Statistics, Estimation, Statistical Analysis, NumPy, Machine Learning, Python Programming
初级 · 专项课程 · 1-4 周

您将获得的技能: Dataflow, Data Pipelines, Debugging, Google Cloud Platform, System Monitoring, Data Integrity, CI/CD, Data Processing, Unit Testing, Performance Tuning, Disaster Recovery
高级设置 · 课程 · 1-3 个月

您将获得的技能: Autoencoders, Recurrent Neural Networks (RNNs), Classification Algorithms, Model Evaluation, Data Preprocessing
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Text Mining, Data Mining, Time Series Analysis and Forecasting, Classification Algorithms, Big Data, Artificial Neural Networks, Regression Analysis, Data Science, Machine Learning Algorithms, Supervised Learning, Feature Engineering, Unsupervised Learning, Analytics, Predictive Modeling, Forecasting, Advanced Analytics, Deep Learning, Data Preprocessing
中级 · 课程 · 1-3 个月

您将获得的技能: Dataflow, Data Pipelines, Site Reliability Engineering, Debugging, Data Integrity, Performance Tuning, System Monitoring, CI/CD, Unit Testing, Data Processing, Google Cloud Platform, Disaster Recovery, Integration Testing
高级设置 · 课程 · 1-3 个月

您将获得的技能: Text Mining, Natural Language Processing, Cloud API, Google Cloud Platform, Unstructured Data, Classification And Regression Tree (CART), Application Programming Interface (API), Data Analysis
中级 · 项目 · 不超过 2 小时

您将获得的技能: Model Evaluation, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Applied Machine Learning, Decision Tree Learning, Feature Engineering, Machine Learning Algorithms, Classification Algorithms, Predictive Modeling, Data Analysis, Python Programming
混合 · 课程 · 1-4 周

Northeastern University
您将获得的技能: PyTorch (Machine Learning Library), Unsupervised Learning, Reinforcement Learning, Supervised Learning, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Convolutional Neural Networks, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Transfer Learning, Decision Tree Learning, Classification Algorithms, Random Forest Algorithm, Autoencoders, Predictive Modeling, Feature Engineering
中级 · 课程 · 1-3 个月

Ball State University
您将获得的技能: Data Ethics, Data Collection, Supervised Learning, SQL, Unsupervised Learning, Graph Theory, Database Systems, Software Development Methodologies, Financial Statement Analysis, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, Logistic Regression, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, R Programming, Artificial Intelligence, Natural Language Processing
获得学位
学位 · 1-4 年

Pontificia Universidad Católica de Chile
您将获得的技能: Descriptive Analytics, Business Analytics, Model Evaluation, Logistic Regression, Data Mining, Dimensionality Reduction, Business Analysis, Plot (Graphics), Analytics, Predictive Analytics, Data Analysis, R Programming, Statistical Modeling, Big Data, Visualization (Computer Graphics), Predictive Modeling, Data Modeling, Advanced Analytics, Data Visualization Software, Statistical Visualization
提供的学分
MasterTrack · 6-12 个月
Universidad de los Andes
您将获得的技能: Social Network Analysis, Systems Thinking, Data Storytelling, Unsupervised Learning, Computer Vision, Reinforcement Learning, Project Management Life Cycle, Time Series Analysis and Forecasting, Strategic Decision-Making, Deep Learning, Portfolio Management, Marketing Analytics, MLOps (Machine Learning Operations), Simulations, Logistic Regression, Verification And Validation, Statistical Machine Learning, Transfer Learning, Descriptive Analytics, Operations Research
获得学位
学位 · 1-4 年