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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


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    Universidad Austral

    Optimización de Redes Neuronales Profundas

    Skills you'll gain: Tensorflow, Deep Learning, Performance Tuning, Model Evaluation, Artificial Neural Networks, Data Preprocessing, Machine Learning Algorithms, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    FAIR Institute

    Advancing FAIR™ within Risk Management Programs

    Skills you'll gain: Cyber Risk, Threat Management, Cyber Security Strategy, Risk Management, Risk Appetite, Enterprise Risk Management (ERM), Cybersecurity, Business Risk Management, Risk Modeling, Risk Mitigation, Risk Analysis, Continuous Improvement Process, Governance, Goal Setting, Automation, Benchmarking

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Evaluating Large Language Model Outputs: A Practical Guide

    Skills you'll gain: Responsible AI, Large Language Modeling, Model Evaluation, Generative AI, Data Ethics, Google Cloud Platform, Quality Assessment, Image Quality, Human Factors, Performance Metric

    4.6
    Rating, 4.6 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Master Time Series Forecasting with R: Analyze & Predict

    Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Predictive Modeling, R Programming, Regression Analysis, Business Analytics, Trend Analysis, Statistical Analysis, Statistical Modeling, Analysis, Model Evaluation

    Mixed · Course · 1 - 4 Weeks

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    SAS

    Generative AI Using SAS

    Skills you'll gain: Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Generative Adversarial Networks (GANs), Responsible AI, Embeddings, Data Synthesis, SAS (Software), Text Mining, Natural Language Processing

    Beginner · Course · 1 - 3 Months

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    Northeastern University

    Responsible and Ethical AI

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Data Governance, Law, Regulation, and Compliance, Machine Learning, Ethical Standards And Conduct, Data-Driven Decision-Making, Data Integrity, General Data Protection Regulation (GDPR), Personally Identifiable Information, Information Privacy, Risk Management Framework

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    Build AI Apps with No-Code Tools

    Skills you'll gain: Data Ethics, Predictive Modeling, No-Code Development, Model Deployment, Data Visualization, Data Presentation, Responsible AI, Data-Driven Decision-Making, Advanced Analytics, Business Intelligence, Business Analytics, Data Cleansing, Business Reporting, Global Marketing, LLM Application, AI Enablement, User Feedback, Data Preprocessing, Predictive Analytics, Data Architecture

    Beginner · Specialization · 1 - 3 Months

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    University of Colorado Boulder

    Spacecraft Formation Flying and Control Capstone Project

    Skills you'll gain: Vibrations, Control Systems, Systems Engineering, Mathematical Modeling, Simulation and Simulation Software, Engineering Analysis, Safety Assurance, Torque (Physics)

    Advanced · Course · 1 - 4 Weeks

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    Starweaver

    Deception As a Defense

    Skills you'll gain: Threat Modeling, Cyber Threat Intelligence, Vulnerability Management, Cybersecurity, Threat Detection, Vulnerability Assessments, Intrusion Detection and Prevention, Network Security, Cyber Attacks, Cyber Operations, Patch Management, Continuous Monitoring, Configuration Management

    5
    Rating, 5 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Generative AI - בעברית

    Skills you'll gain: Generative AI, Google Cloud Platform, Machine Learning, Natural Language Processing

    Beginner · Course · 1 - 4 Weeks

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    Duke University

    Beginning Llamafile for Local Large Language Models (LLMs)

    Skills you'll gain: LLM Application, Large Language Modeling, Model Deployment, Embeddings, Application Programming Interface (API), Restful API, Natural Language Processing, Command-Line Interface, Machine Learning

    Beginner · Course · 1 - 4 Weeks

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    DeepLearning.AI

    Retrieval Optimization: Tokenization to Vector Quantization

    Skills you'll gain: Embeddings, Retrieval-Augmented Generation, Vector Databases, Text Mining, Large Language Modeling, Performance Tuning

    Beginner · Project · Less Than 2 Hours

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

  • Optimización de Redes Neuronales Profundas: Universidad Austral
  • Advancing FAIR™ within Risk Management Programs: FAIR Institute
  • Evaluating Large Language Model Outputs: A Practical Guide: Coursera
  • Master Time Series Forecasting with R: Analyze & Predict: EDUCBA
  • Generative AI Using SAS: SAS
  • Responsible and Ethical AI: Northeastern University
  • Build AI Apps with No-Code Tools: LearnQuest
  • Spacecraft Formation Flying and Control Capstone Project: University of Colorado Boulder
  • Deception As a Defense: Starweaver
  • Introduction to Generative AI - בעברית: Google Cloud

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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