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  • Logistic Regression

Logistic Regression Courses

Logistic regression courses can help you learn statistical modeling, hypothesis testing, and the interpretation of coefficients. You can build skills in evaluating model performance, understanding odds ratios, and applying techniques like regularization to improve accuracy. Many courses introduce tools such as R, Python, and specialized libraries like scikit-learn, showing how these skills are used to analyze binary outcomes in various fields, including healthcare, finance, and marketing.

Popular Logistic Regression Courses and Certifications


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    Coursera

    Grow Trees & Powerful Ensembles

    Skills you'll gain: Classification And Regression Tree (CART), Model Deployment, Model Optimization, Decision Tree Learning, Predictive Modeling, Model Evaluation, Model Training, Predictive Analytics, Machine Learning Methods, Random Forest Algorithm, Applied Machine Learning, Data-Driven Decision-Making, Performance Tuning, Feasibility Studies, Scikit Learn (Machine Learning Library), Data Visualization, Performance Analysis, Statistical Methods, Cost Benefit Analysis, Performance Measurement

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    R: Design & Evaluate Random Forests for Attrition

    Skills you'll gain: Model Evaluation, Data Preprocessing, Model Optimization, People Analytics, Model Training, Random Forest Algorithm, R Programming, Workforce Management, Predictive Analytics, Decision Tree Learning, R (Software), Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    AutoML: Build ML Models without Code

    Skills you'll gain: Image Analysis, Model Deployment, Reinforcement Learning, Google Cloud Platform, Computer Vision, No-Code Development, Feature Engineering, Applied Machine Learning, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Google Sheets, Deep Learning, Machine Learning Software, Cloud Deployment, Convolutional Neural Networks, Model Evaluation, Predictive Modeling, Machine Learning, Data Science

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Apply Exploratory Data Analysis with R and ggplot2

    Skills you'll gain: Exploratory Data Analysis, Data Storytelling, Ggplot2, Data Analysis, Plot (Graphics), R (Software), Regression Analysis, Data Presentation, R Programming, Statistical Analysis, Data Visualization Software, Statistical Visualization, Data Quality, Scatter Plots, Anomaly Detection, Descriptive Statistics, Analytical Skills, Correlation Analysis, Graphing

    Beginner · Course · 1 - 4 Weeks

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    Northeastern University

    Economic Decision Making Part 2

    Skills you'll gain: Depreciation, Risk Analysis, Risk Modeling, Engineering Management, Cost Benefit Analysis, Strategic Decision-Making, Decision Tree Learning, Financial Analysis, Capital Budgeting, Tax Management, Decision Making, Tax Planning, Income Tax, Economics, Simulation and Simulation Software, Probability Distribution, Cash Flows

    Mixed · Course · 1 - 3 Months

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    Packt

    Clustering and Classification with Machine Learning in R

    Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Supervised Learning, R Programming, Machine Learning Methods, Applied Machine Learning, R (Software), Classification Algorithms, Statistical Machine Learning, Data Wrangling, Machine Learning Algorithms, Tidyverse (R Package), Machine Learning, Data Science, Ggplot2, Classification And Regression Tree (CART), Feature Engineering, Machine Learning Software, Data Preprocessing, Statistical Programming

    Beginner · Course · 1 - 3 Months

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    Coursera

    Introduction to Tempo for Distributed Tracing

    Skills you'll gain: Kubernetes, Microservices, Problem Management, Application Performance Management, Grafana, Performance Tuning, Software Visualization, Dependency Analysis, Debugging, Multi-Tenant Cloud Environments, Incident Management, Incident Response, Data Pipelines

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Build Robust Java ML Models with Entropy

    Skills you'll gain: Model Evaluation, Model Deployment, Model Training, Decision Tree Learning, Data Preprocessing, Java Programming, Classification Algorithms, Predictive Modeling, Random Forest Algorithm, Applied Machine Learning, Java, Program Evaluation, Machine Learning Methods, Machine Learning Algorithms, Machine Learning, Algorithms, Program Implementation, Business Development

    Advanced · Course · 1 - 4 Weeks

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    Pontificia Universidad Católica de Chile

    Diplomado en Analítica de los Negocios

    Skills you'll gain: Descriptive Analytics, Business Analytics, Model Evaluation, Plot (Graphics), Logistic Regression, Data Visualization, Graphing, Data Mining, Dimensionality Reduction, Analytics, Big Data, Data Analysis, R (Software), Predictive Analytics, R Programming, Statistical Modeling, Data Visualization Software, Predictive Modeling, Data Modeling, Data-Driven Decision-Making

    Credit offered

    Mastertrack · 6 - 12 Months

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    Universidad de los Andes

    Maestría en Inteligencia Analítica de Datos

    Skills you'll gain: Social Network Analysis, Deep Learning, Reinforcement Learning, Unsupervised Learning, Systems Thinking, Data Storytelling, Engineering Management, Natural Language Processing, Time Series Analysis and Forecasting, Predictive Modeling, Project Management Life Cycle, MLOps (Machine Learning Operations), Vision Transformer (ViT), Marketing Analytics, Financial Statements, Logistic Regression, Data-Driven Decision-Making, Financial Data, Environmental Management Systems, Transfer Learning

    Earn a degree

    Degree · 1 - 4 Years

  • U

    Universidad de los Andes

    Inteligencia Artificial: Machine learning, ética y nuevas tendencias Certificado MasterTrack®

    Skills you'll gain: Supervised Learning, Unsupervised Learning, Model Evaluation, Classification Algorithms, Dimensionality Reduction, Anomaly Detection, Artificial Intelligence, Embedded Systems, Machine Learning, Regression Analysis, Probability & Statistics, Data Ethics, Image Analysis, Machine Learning Methods, Computer Vision, Responsible AI, Applied Machine Learning, Linear Algebra, Autoencoders, Bayesian Statistics

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    Universidad de los Andes

    Maestría en Gerencia de la Ingeniería

    Skills you'll gain: Design Thinking, Reinforcement Learning, Environmental Social And Corporate Governance (ESG), Organizational Strategy, Classification Algorithms, Engineering Management, Technology Strategies, Project Management, Deep Learning, Feasibility Studies, Infrastructure Security, Financial Statements, Logistic Regression, Systems Thinking, Product Development, Asset Management, Environmental Management Systems, Data Ethics, Climate Change Mitigation, Project Risk Management

    Earn a degree

    Degree · 1 - 4 Years

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In summary, here are 10 of our most popular logistic regression courses

  • Grow Trees & Powerful Ensembles: Coursera
  • R: Design & Evaluate Random Forests for Attrition: EDUCBA
  • AutoML: Build ML Models without Code: Edureka
  • Apply Exploratory Data Analysis with R and ggplot2: EDUCBA
  • Economic Decision Making Part 2: Northeastern University
  • Clustering and Classification with Machine Learning in R: Packt
  • Introduction to Tempo for Distributed Tracing: Coursera
  • Build Robust Java ML Models with Entropy: Coursera
  • Diplomado en Analítica de los Negocios: Pontificia Universidad Católica de Chile
  • Maestría en Inteligencia Analítica de Datos: Universidad de los Andes

Skills you can learn in Probability And Statistics

R Programming (19)
Inference (16)
Linear Regression (12)
Statistical Analysis (12)
Statistical Inference (11)
Regression Analysis (10)
Biostatistics (9)
Bayesian (7)
Logistic Regression (7)
Probability Distribution (7)
Bayesian Statistics (6)
Medical Statistics (6)

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