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    • Statistical Modeling

    Statistical Modeling Courses Online

    Master statistical modeling for predictive analytics. Learn to build and validate models for various types of data.

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    Explore the Statistical Modeling Course Catalog

    • C

      Coursera Project Network

      Interpretable machine learning applications: Part 3

      Skills you'll gain: Artificial Neural Networks, Tensorflow, Keras (Neural Network Library), Data-Driven Decision-Making, Applied Machine Learning, Financial Forecasting, Business Analytics, Predictive Modeling, Deep Learning, Machine Learning, Commercial Lending, Decision Making, Mortgage Loans, Exploratory Data Analysis, Consumer Lending

      4.5
      Rating, 4.5 out of 5 stars
      ·
      20 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Glasgow

      Data mining of Clinical Databases - CDSS 1

      Skills you'll gain: Health Informatics, ICD Coding (ICD-9/ICD-10), Clinical Data Management, Data Mining, Descriptive Analytics, Database Design, Electronic Medical Record, Precision Medicine, Patient Flow, Predictive Analytics, Data Ethics, Biostatistics, SQL, Interoperability, Machine Learning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      14 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Open Source LLMOps Solutions

      Skills you'll gain: Large Language Modeling, Generative AI, Natural Language Processing, PyTorch (Machine Learning Library), Open Source Technology, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Containerization, Application Deployment, Application Programming Interface (API), Command-Line Interface

      4.7
      Rating, 4.7 out of 5 stars
      ·
      12 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Interpretable Machine Learning

      Skills you'll gain: Large Language Modeling, Decision Tree Learning, Data Ethics, Regression Analysis, Predictive Modeling, Machine Learning, Applied Machine Learning, Statistical Modeling, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Deep Learning, Artificial Neural Networks, Algorithms

      4.8
      Rating, 4.8 out of 5 stars
      ·
      16 reviews

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Instructor Network

      Building Production-Ready Apps with Large Language Models

      Skills you'll gain: Prompt Engineering, Application Deployment, Application Development, Large Language Modeling, Data Ethics, Artificial Intelligence, Generative AI, Human Machine Interfaces, Scalability, Application Security, Information Privacy

      4
      Rating, 4 out of 5 stars
      ·
      20 reviews

      Intermediate · Course · 1 - 4 Weeks

    • N

      New York University

      MOST from a Methodological Perspective

      Skills you'll gain: Clinical Trials, Experimentation, Environment and Resource Management, Sample Size Determination, Research Design, Continuous Quality Improvement (CQI), Program Evaluation, Statistical Methods, Research Methodologies, Statistical Analysis

      Intermediate · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Auto Machine Learning (AutoML) Using AutoGluon

      Skills you'll gain: Applied Machine Learning, Machine Learning, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Classification And Regression Tree (CART), Amazon Web Services, Prototyping

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      T

      Tecnológico de Monterrey

      Organizational innovation and creativity

      Skills you'll gain: Design Thinking, Innovation, Creative Problem-Solving, Ideation, Process Development, Creative Thinking, New Product Development, Open Mindset, Cognitive flexibility, Lean Methodologies, Creativity, Customer Engagement, Organizational Strategy, Business Modeling, Value Propositions

      4.6
      Rating, 4.6 out of 5 stars
      ·
      15 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Advanced Spacecraft Dynamics and Control

      Skills you'll gain: Vibrations, Control Systems, Mechanics, Torque (Physics), Engineering Analysis, Finite Element Methods, Mechanical Engineering, Simulations, Angular, Engineering Calculations, Differential Equations, Mathematical Modeling, Applied Mathematics, Simulation and Simulation Software, Linear Algebra, Calculus

      4.8
      Rating, 4.8 out of 5 stars
      ·
      14 reviews

      Advanced · Specialization · 1 - 3 Months

    • Status: Free
      Free
      A

      Amazon Web Services

      Fundamentals of Analytics on AWS

      Skills you'll gain: Data-Driven Decision-Making, Data Lakes, Analytics, Data Architecture, Data Warehousing, Data Management, Data Analysis, Big Data, Business Analytics, Data Storage, Amazon Web Services, Machine Learning, Data Strategy

      4.4
      Rating, 4.4 out of 5 stars
      ·
      26 reviews

      Mixed · Course · 1 - 4 Weeks

    • D

      DeepLearning.AI

      Réseaux neuronaux et Deep Learning

      Skills you'll gain: Deep Learning, Supervised Learning, Artificial Neural Networks, Artificial Intelligence, Machine Learning, Performance Tuning, Python Programming, NumPy, Linear Algebra, Algorithms

      4.9
      Rating, 4.9 out of 5 stars
      ·
      18 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      B

      Board Infinity

      Key Industry 4.0 Technologies in Manufacturing - 1

      Skills you'll gain: Robotic Process Automation, Internet Of Things, Manufacturing Processes, Manufacturing and Production, Production Process, Automation, Innovation, 3D Modeling, Computer-Aided Design, Emerging Technologies, Digital Transformation, Simulation and Simulation Software, Real Time Data

      Intermediate · Course · 1 - 4 Weeks

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

    • Interpretable machine learning applications: Part 3: Coursera Project Network
    • Data mining of Clinical Databases - CDSS 1: University of Glasgow
    • Open Source LLMOps Solutions: Duke University
    • Interpretable Machine Learning: Duke University
    • Building Production-Ready Apps with Large Language Models: Coursera Instructor Network
    • MOST from a Methodological Perspective: New York University
    • Auto Machine Learning (AutoML) Using AutoGluon : Coursera Project Network
    • Organizational innovation and creativity: Tecnológico de Monterrey
    • Advanced Spacecraft Dynamics and Control: University of Colorado Boulder
    • Fundamentals of Analytics on AWS: Amazon Web Services

    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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