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  • Predictive Modeling

Predictive Modeling Courses

Predictive modeling courses can help you learn statistical techniques, data preprocessing, regression analysis, and time series forecasting. You can build skills in evaluating model performance, feature selection, and interpreting results to make informed predictions. Many courses introduce tools like R, Python, and specialized libraries such as scikit-learn and TensorFlow, that support implementing predictive models and applying AI techniques effectively in various industries.

Popular Predictive Modeling Courses and Certifications


  • U

    University of Michigan

    Logistic Regression and Prediction for Health Data

    Skills you'll gain: Logistic Regression, Model Evaluation, Statistical Inference, Predictive Analytics, R Programming, Predictive Modeling, Probability & Statistics, Statistical Modeling, Statistical Methods, Biostatistics, Regression Analysis, Statistical Analysis, Statistical Hypothesis Testing, Data Analysis, Epidemiology, Descriptive Statistics

    Intermediate · Course · 1 - 4 Weeks

  • L

    L&T EduTech

    Geospatial Technology for Construction

    Skills you'll gain: Construction Engineering, Geospatial Mapping, Geospatial Information and Technology, Geographic Information Systems, Spatial Data Analysis, Construction, Construction Management, Visualization (Computer Graphics), Spatial Analysis, Global Positioning Systems, GIS Software, Scientific Visualization, Engineering, Scientific, and Technical Instruments, 3D Modeling

    ★ 4.8 (21) · Intermediate · Course · 1 - 3 Months

  • S

    Sungkyunkwan University

    Machine Learning Basics

    Skills you'll gain: Machine Learning Algorithms, Machine Learning Methods, Machine Learning, Python Programming, Supervised Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Logistic Regression, Analysis, Applied Machine Learning, Regression Analysis, Model Training, Unsupervised Learning, Mathematics and Mathematical Modeling, Statistical Methods, Linear Algebra

    ★ 4.4 (93) · Mixed · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Fundamentals of Natural Language Processing

    Skills you'll gain: Natural Language Processing, Model Evaluation, Model Optimization, Embeddings, Text Mining, Logistic Regression, Model Training, Statistical Modeling, Machine Learning Methods, Markov Model, Classification Algorithms, Data Preprocessing, Supervised Learning

    ★ 3.9 (17) · Intermediate · Course · 1 - 4 Weeks

  • L

    L&T EduTech

    Industrial Fluid systems & Smart Factory Automation

    Skills you'll gain: Electrical Systems, Automation Engineering, Electrical Equipment, Hydraulics, Machine Controls, Control Systems, Mechanical Engineering, Real Time Data, Internet Of Things, Automation, Industrial Engineering, Robotics, Hardware Troubleshooting, Manufacturing Processes, Sustainable Technologies, Maintenance, Repair, and Facility Services, Production Process, Emerging Technologies, Manufacturing Operations

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

  • C

    Carnegie Mellon University

    Statistical Thermodynamics: Molecules to Machines

    Skills you'll gain: Chemical Engineering, Engineering, Thermal Management, Process Engineering, Applied Mathematics, Materials science, Biological Engineering, Chemistry, Biochemistry, Physics, Molecular, Cellular, and Microbiology, Mathematical Modeling, Physical Science

    ★ 3.9 (52) · Intermediate · Course · 1 - 3 Months

  • U

    University of Maryland, College Park

    Customer Value, Acquisition, and Retention

    Skills you'll gain: Customer Retention, Loyalty Programs, Brand Loyalty, Customer Relationship Management, Customer Insights, Customer Relationship Building, Customer Data Management, Marketing Analytics, Customer Acquisition Management, Marketing Effectiveness, Data-Driven Marketing, Customer Analysis, Relationship Management, Marketing Strategies, Return On Investment, Equities, Predictive Modeling

    ★ 4.6 (19) · Beginner · Course · 1 - 4 Weeks

  • T

    The Hong Kong University of Science and Technology

    Mathematics for Engineers: The Capstone Course

    Skills you'll gain: Matlab, Engineering Analysis, Mathematical Software, Numerical Analysis, Mathematical Modeling, Applied Mathematics, Simulation and Simulation Software, Differential Equations, Calculus

    ★ 5 (45) · Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad de Palermo

    Transformación digital: estrategias para mercados disruptivos

    Skills you'll gain: Business Strategies, Business Strategy, Technology Strategies, Business Planning, Organizational Strategy, Digital Transformation, Innovation, Strategic Communication, Emerging Technologies, Business Modeling, Customer Relationship Management, Digital Analysis, Organizational Change, Market Analysis

    ★ 4.7 (25) · Intermediate · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Foundations of Generative AI in SDLC Training

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Generative AI, Software Development Tools, ChatGPT, LLM Application, Software Development Life Cycle, AI Integrations, Application Development, AI Workflows, Application Design, Software Development Methodologies, Code Review

    ★ 4.4 (20) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Deep Learning for Real Estate Price Prediction

    Skills you'll gain: Model Evaluation, Keras (Neural Network Library), Data Preprocessing, Model Training, Deep Learning, Artificial Neural Networks, Tensorflow, Feature Engineering, Predictive Modeling, Data Cleansing, Machine Learning, Real Estate, Python Programming

    ★ 4.4 (23) · Beginner · Guided Project · Less Than 2 Hours

  • N

    Northeastern University

    Machine Learning in Healthcare: Fundamentals & Applications

    Skills you'll gain: Data Mining, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Machine Learning Methods, Machine Learning Software, Applied Machine Learning, Predictive Modeling, Machine Learning, Artificial Intelligence, Machine Learning Algorithms, AI Integrations, Random Forest Algorithm, Diagnostic Tests, Clinical Experience, Responsible AI, Deep Learning, Model Evaluation, Unsupervised Learning, Health Technology, Healthcare Industry Knowledge

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

1…191192193…359

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

  • Logistic Regression and Prediction for Health Data: University of Michigan
  • Geospatial Technology for Construction : L&T EduTech
  • Machine Learning Basics: Sungkyunkwan University
  • Fundamentals of Natural Language Processing: University of Colorado Boulder
  • Industrial Fluid systems & Smart Factory Automation: L&T EduTech
  • Statistical Thermodynamics: Molecules to Machines: Carnegie Mellon University
  • Customer Value, Acquisition, and Retention: University of Maryland, College Park
  • Mathematics for Engineers: The Capstone Course: The Hong Kong University of Science and Technology
  • Transformación digital: estrategias para mercados disruptivos: Universidad de Palermo
  • Foundations of Generative AI in SDLC Training : Simplilearn

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