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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


  • D

    Duke University

    Python Essentials for MLOps

    Skills you'll gain: Pandas (Python Package), MLOps (Machine Learning Operations), NumPy, Unit Testing, Model Deployment, Data Manipulation, Test Script Development, Software Testing, Data Import/Export, Applied Machine Learning, Test Automation, Data Wrangling, Python Programming, Code Reusability, Data Processing, Debugging, Data Structures, Machine Learning, Object Oriented Programming (OOP), Scripting

    ★ 4.2 (360) · Intermediate · Course · 1 - 3 Months

  • M

    Microsoft

    Microsoft 365 with Generative AI

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, Responsible AI, Presentations, Microsoft Excel, Microsoft Outlook, Data Presentation, Interactive Data Visualization, Microsoft PowerPoint, Microsoft Teams, Data Storytelling, Predictive Modeling, Email Automation, Data Visualization Software, Dashboard Creation, Data Synthesis, Spreadsheet Software, Microsoft Word, Microsoft 365, Data Analysis

    ★ 4.5 (84) · Beginner · Professional Certificate · 3 - 6 Months

  • A

    Amazon Web Services

    AI Fundamentals and the Cloud

    Skills you'll gain: Responsible AI, Amazon Bedrock, Data Ethics, AWS SageMaker, Amazon Web Services, MLOps (Machine Learning Operations), Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, LLM Application, Large Language Modeling, AI Workflows, Machine Learning, No-Code Development

    ★ 4.5 (84) · Beginner · Course · 1 - 4 Weeks

  • L

    LearnQuest

    AI for Scientific Research

    Skills you'll gain: Data Preprocessing, Feature Engineering, Model Evaluation, Bioinformatics, Exploratory Data Analysis, Random Forest Algorithm, Pandas (Python Package), Scikit Learn (Machine Learning Library), Applied Machine Learning, Data Manipulation, Data Processing, Dimensionality Reduction, Data Cleansing, Model Optimization, Keras (Neural Network Library), Machine Learning Algorithms, Data Transformation, Model Training, Machine Learning, Data Science

    ★ 3.3 (103) · Beginner · Specialization · 3 - 6 Months

  • S

    Shanghai Jiao Tong University

    Discrete Mathematics

    Skills you'll gain: Combinatorics, Graph Theory, Theoretical Computer Science, Network Model, Mathematical Theory & Analysis, Advanced Mathematics, Network Analysis, Mathematics and Mathematical Modeling, Logical Reasoning, General Mathematics, Algorithms, Probability, Computer Science

    ★ 3.3 (203) · Intermediate · Course · 1 - 3 Months

  • U

    University of Minnesota

    Fundamentals of Fluid Power

    Skills you'll gain: Hydraulics, Pump Stations, Mechanical Engineering, Schematic Diagrams, Simulation and Simulation Software, Simulations, Engineering Analysis, Control Systems, Engineering Calculations, Mathematical Modeling, Matlab

    ★ 4.8 (1.5K) · Mixed · Course · 1 - 3 Months

  • L

    L&T EduTech

    Power System: Generation, Transmission and Protection

    Skills you'll gain: Electrical Power, Electric Power Systems, Electrical Systems, Control Systems, Electrical Substation, Electrical Equipment, Energy and Utilities, Electrical Safety, Plant Operations and Management, Three-Phase, High Voltage, Machine Controls, Power Electronics, Automation Engineering, Basic Electrical Systems, Process Control, Mathematical Modeling, Matlab, Electrical Engineering, electromagnetics

    ★ 4.5 (283) · Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Power BI for Beginners: Build your First Report

    Skills you'll gain: Data Transformation, Power BI, Data Cleansing, Dashboard, Dashboard Creation, Data Visualization, Data Presentation, Data Import/Export, Data Integration, Data Visualization Software, Business Intelligence, Data Storytelling, Data Modeling

    ★ 4.5 (169) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Michigan

    Innovations in Investment Technology: Artificial Intelligence

    Skills you'll gain: Investment Management, Wealth Management, Asset Management, Investments, FinTech, Financial Trading, Portfolio Management, Market Data, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Financial Services, Big Data, Financial Market, Artificial Neural Networks, Automation, Finance, Machine Learning Methods, Financial Analysis, Machine Learning

    ★ 4.7 (422) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Applying Data Analytics in Marketing

    Skills you'll gain: Marketing Analytics, Data-Driven Marketing, AI Personalization, Advanced Analytics, Customer Retention, Analytics, Predictive Modeling, Marketing Strategies, Social Media Analytics, Marketing, Data Analysis, Social Network Analysis, Customer Analysis, Data Ethics, Customer Insights, Text Mining, Marketing Strategy and Techniques, Digital Marketing, Machine Learning, Generative AI

    ★ 4.5 (201) · Intermediate · Course · 1 - 4 Weeks

  • S

    Siemens

    Applied Computational Fluid Dynamics

    Skills you'll gain: Simulation and Simulation Software, Engineering Analysis, Thermal Management, Hydraulics, Mechanical Engineering, Simulations, Numerical Analysis, Engineering Calculations, Energy and Utilities, Mathematical Modeling, Differential Equations, Model Optimization, Physics

    ★ 4.7 (180) · Intermediate · Course · 1 - 3 Months

  • L

    Lund University

    Urban Nature: Connecting Cities, Sustainability and Innovation

    Skills you'll gain: Climate Change Adaptation, Sustainable Development, Environmental Issue, Sustainable Design, Sustainable Business, Governance, Systems Thinking, Environmental Science, Climate Change Mitigation, Case Studies, Business Modeling, Stakeholder Engagement, Cross-Functional Collaboration, Project Finance

    ★ 4.7 (479) · Beginner · Course · 1 - 3 Months

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

  • Python Essentials for MLOps: Duke University
  • Microsoft 365 with Generative AI: Microsoft
  • AI Fundamentals and the Cloud: Amazon Web Services
  • AI for Scientific Research: LearnQuest
  • Discrete Mathematics: Shanghai Jiao Tong University
  • Fundamentals of Fluid Power: University of Minnesota
  • Power System: Generation, Transmission and Protection: L&T EduTech
  • Power BI for Beginners: Build your First Report: Coursera
  • Innovations in Investment Technology: Artificial Intelligence: University of Michigan
  • Applying Data Analytics in Marketing: University of Illinois Urbana-Champaign

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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