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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


  • E

    EDUCBA

    Apply and Predict: Time Series Forecasting in Excel

    Skills you'll gain: Regression Analysis, Time Series Analysis and Forecasting, Forecasting, People Analytics, Trend Analysis, Microsoft Excel, Statistical Modeling, Excel Formulas, Predictive Modeling, Correlation Analysis, Statistical Methods, Predictive Analytics, Statistical Analysis, Data Analysis Software, Analytical Skills, Probability & Statistics, Graphing, Data Manipulation

    Mixed · Course · 1 - 3 Months

  • T

    The Hong Kong University of Science and Technology

    General Relativity II: Applications

    Skills you'll gain: Physics, Advanced Mathematics, Calculus, Differential Equations, Linear Algebra, Physical Science, Mechanics, Mathematical Modeling, Applied Mathematics, Scientific Methods

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Automate, Analyze, and AI Feedback

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Model Training, Artificial Intelligence and Machine Learning (AI/ML), Sampling (Statistics), Decision Intelligence, Statistical Methods, Model Deployment, Statistical Modeling, Human Machine Interfaces, Performance Metric, Performance Analysis, Applied Machine Learning, Machine Learning, Business Metrics, Predictive Analytics, Analysis

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    DevOps to MLOps Bootcamp– Build & Deploy ML Systems

    Skills you'll gain: Model Deployment, Application Deployment, Data Preprocessing, Devops Tools, Model Training, Machine Learning Software, Data Processing, Model Optimization, Model Evaluation

    Intermediate · Course · 1 - 3 Months

  • U

    Universidad Austral

    Emprender en Web3

    Skills you'll gain: Governance, Blockchain, Entrepreneurship, Risk Management, Fundraising and Crowdsourcing, Team Building, Project Risk Management, Legal Risk, Risk Mitigation, Drive Engagement, Business Strategies, Fundraising, Governance Risk Management and Compliance, New Business Development, Strategic Thinking, New Product Development, FinTech, Entrepreneurial Finance, Digital Assets, Business Modeling

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Learn & Build Machine Learning Models with Python

    Skills you'll gain: Matplotlib, Data Visualization, NumPy, Pandas (Python Package), Model Evaluation, Plot (Graphics), Data Preprocessing, Regression Analysis, Scikit Learn (Machine Learning Library), Data Manipulation, Model Training, Machine Learning Methods, Machine Learning, Feature Engineering, Predictive Modeling, Data Wrangling, Applied Machine Learning, Supervised Learning, Data Processing, Data Pipelines

    ★ 4.9 (7) · Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Data Manipulation and Cleaning in R

    Skills you'll gain: Data Manipulation, Data Cleansing, Data Wrangling, Data Quality, Data Preprocessing, Tidyverse (R Package), Data Transformation, R (Software), R Programming, Data Processing, Text Mining, Data Validation, Generative AI, Data Integrity, Data Structures, AI Integrations, Anomaly Detection

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Advanced 3D Printing with Fusion 360: Design Your Phone Case

    Skills you'll gain: 3D Assets, Visualization (Computer Graphics), Technical Design, Design Software, Functional Design, Usability

    Intermediate · Course · 1 - 3 Months

  • M

    Microsoft

    Data Warehousing & Pipeline Development in Microsoft Fabric

    Skills you'll gain: Star Schema, Snowflake Schema, Data Warehousing, CI/CD, Database Design, Continuous Integration, Transact-SQL, Data Pipelines, Extract, Transform, Load, Data Architecture, Data Modeling, DevOps, Data Transformation, Data Integration, Dataflow, Git (Version Control System), Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • V

    Vanderbilt University

    Qualitative Methods for Quantitative People (with GenAI)

    Skills you'll gain: Large Language Modeling, Responsible AI, LLM Application, Decision Making, Team Management, AI literacy, Resource Allocation, Generative AI, Qualitative Research, Communication Strategies, Analysis, Communication, Project Management, Data-Driven Decision-Making, Data Visualization

    ★ 2.8 (8) · Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Büyük Dil Modellerine Giriş

    Skills you'll gain: Prompt Engineering, LLM Application, Large Language Modeling, Generative AI, Prompt Engineering Tools, Google Gemini, Model Optimization

    Beginner · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Prompt Compression and Query Optimization

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Prompt Engineering, MongoDB, Token Optimization, Operational Databases, Query Languages, Metadata Management, Performance Tuning, Embeddings, Large Language Modeling, Data Pipelines

    Intermediate · Project · Less Than 2 Hours

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

  • Apply and Predict: Time Series Forecasting in Excel: EDUCBA
  • General Relativity II: Applications: The Hong Kong University of Science and Technology
  • Automate, Analyze, and AI Feedback: Coursera
  • DevOps to MLOps Bootcamp– Build & Deploy ML Systems: Packt
  • Emprender en Web3: Universidad Austral
  • Learn & Build Machine Learning Models with Python: EDUCBA
  • Data Manipulation and Cleaning in R: Microsoft
  • Advanced 3D Printing with Fusion 360: Design Your Phone Case: Packt
  • Data Warehousing & Pipeline Development in Microsoft Fabric: Microsoft
  • Qualitative Methods for Quantitative People (with GenAI): Vanderbilt University

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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