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  • Statistical Modeling

Statistical Modeling Courses

Statistical modeling courses can help you learn regression analysis, hypothesis testing, and data visualization techniques. You can build skills in interpreting statistical results, validating models, and making predictions based on data. Many courses introduce tools like R, Python, and Excel, that support implementing statistical methods and analyzing datasets effectively.


Popular Statistical Modeling Courses and Certifications


  • U

    University of Pennsylvania

    사회적 영향을 위한 비즈니스 전략

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Social Impact, Sustainable Business, Corporate Sustainability, Strategic Leadership, Sustainable Development, Business Leadership, Case Studies, Business Strategies, Return On Investment, Business Metrics, Business Modeling, Organizational Leadership, Investment Management, Investments, Performance Measurement, Program Standards, Stakeholder Engagement

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Machine Learning Foundations

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Model Training, Machine Learning Methods, Dimensionality Reduction, Data Preprocessing, Statistical Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Model Optimization, Recurrent Neural Networks (RNNs), Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Foundations of Agile and Core Frameworks Training

    Skills you'll gain: Scaled Agile Framework, Agile Project Management, Agile Software Development, Agile Methodology, Scrum (Software Development), Kanban Principles, Agile Product Development, Lean Methodologies, Business Transformation, Workflow Management, Organizational Change, Waterfall Methodology, Scope Management, Process Optimization, Process Mapping, Continuous Improvement Process, Prioritization, Requirements Analysis

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze & Build a Churn Prediction Model in R

    Skills you'll gain: Model Evaluation, Data Preprocessing, Predictive Modeling, Exploratory Data Analysis, R Programming, Customer Analysis, Predictive Analytics, Model Training, Data Science, Data Analysis, Data-Driven Decision-Making, R (Software), Data Cleansing, Applied Machine Learning, Logistic Regression, Machine Learning Methods, Data Transformation, Business Analytics, Decision Tree Learning, Customer Retention

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Game Development, Data Science, and Machine Learning

    Skills you'll gain: Predictive Modeling, Data Preprocessing, Data Visualization, Plot (Graphics), Predictive Analytics, Statistical Visualization, Model Training, Model Evaluation, Machine Learning Software, Machine Learning Methods, Object Oriented Design, Data Wrangling, Game Design, Data Science, Data Import/Export, Development Environment

    Intermediate · Course · 3 - 6 Months

  • C

    Codio

    Visualizing Data & Communicating Results in Python

    Skills you'll gain: Matplotlib, Plot (Graphics), Statistical Visualization, Data Visualization Software, Interactive Data Visualization, Data Presentation, Scatter Plots, Jupyter, Histogram, Box Plots, Graphing, Computer Programming, Development Environment, Animations

    Mixed · Course · 1 - 4 Weeks

  • S

    Skillshare

    Blender for Filmmakers: Turn 2D Photos into 3D Scenes

    Skills you'll gain: Animations, 3D Assets, 3D Modeling, Motion Graphics, Visualization (Computer Graphics), Adobe After Effects, Computer Graphics, Post-Production, Computer Graphic Techniques, Cinematography, Photo/Video Production and Technology, Image Quality

    Intermediate · Course · 1 - 4 Weeks

  • S

    Starweaver

    GenAI Model Development and Production Engineering

    Skills you'll gain: Fine-tuning, Generative AI Agents, Model Deployment, Generative AI, Transfer Learning, Kubernetes, Containerization, Enterprise Application Management, Docker (Software), Cloud Infrastructure, Scalability, Model Optimization, MLOps (Machine Learning Operations), Large Language Modeling, Infrastructure Architecture, Continuous Deployment, Continuous Monitoring, Process Optimization, Automation, Job Evaluation

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Houdini FX: Model, Animate & Optimize 3D Workflows

    Skills you'll gain: 3D Modeling, Animations, 3D Assets, Model Optimization, Computer Graphic Techniques, User Interface (UI), Graphics Software, Scripting

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Model Training & Evaluation

    Skills you'll gain: Model Training, Model Optimization, Statistical Machine Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Python Cryptography: Build & Explore Classical Ciphers

    Skills you'll gain: Cryptography, Encryption, Key Management, Python Programming, Scripting, User Interface (UI), UI Components, Application Development

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze HR Attrition Using R Analytics

    Skills you'll gain: Predictive Modeling, People Analytics, Feature Engineering, Exploratory Data Analysis, Predictive Analytics, Statistical Analysis, Data Analysis, Business Analytics, Analytics, Model Evaluation, Trend Analysis, Correlation Analysis, Data-Driven Decision-Making, Statistical Hypothesis Testing, R Programming, Data Preprocessing, Data Cleansing, Data Validation

    Beginner · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular statistical modeling courses

  • 사회적 영향을 위한 비즈니스 전략: University of Pennsylvania
  • Machine Learning Foundations: Packt
  • Foundations of Agile and Core Frameworks Training : Simplilearn
  • Analyze & Build a Churn Prediction Model in R: EDUCBA
  • Game Development, Data Science, and Machine Learning: Packt
  • Visualizing Data & Communicating Results in Python: Codio
  • Blender for Filmmakers: Turn 2D Photos into 3D Scenes: Skillshare
  • GenAI Model Development and Production Engineering: Starweaver
  • Houdini FX: Model, Animate & Optimize 3D Workflows: EDUCBA
  • Model Training & Evaluation: Coursera

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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