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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


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    EDUCBA

    Credit Default Prediction with Python: Apply & Analyze

    Skills you'll gain: Exploratory Data Analysis, Predictive Modeling, Risk Modeling, Classification And Regression Tree (CART), Decision Tree Learning, Credit Risk, Predictive Analytics, Random Forest Algorithm, Data Processing, Feature Engineering, Financial Modeling, Data Manipulation, Data Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Pandas (Python Package), Machine Learning Methods, Supervised Learning, Performance Metric, Performance Tuning

    Mixed · Course · 1 - 4 Weeks

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    IBM

    Gen AI Foundational Models for NLP & Language Understanding

    Skills you'll gain: PyTorch (Machine Learning Library), Large Language Modeling, Generative AI, Natural Language Processing, Data Ethics, Text Mining, Artificial Neural Networks, Deep Learning, Feature Engineering, Statistical Methods

    4.5
    Rating, 4.5 out of 5 stars
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    168 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Pontificia Universidad Católica de Chile

    Introducción a los modelos de demanda de transporte

    Skills you'll gain: Data Collection, Transportation Operations, Surveys, Quantitative Research, Mathematical Modeling, Predictive Modeling, Statistical Methods, Regression Analysis, Supply And Demand, Spatial Analysis, Probability Distribution

    4.7
    Rating, 4.7 out of 5 stars
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    462 reviews

    Intermediate · Course · 1 - 3 Months

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    University of Colorado Boulder

    Equivalent Circuit Cell Model Simulation

    Skills you'll gain: Simulation and Simulation Software, Mathematical Modeling, Electrical Engineering, Electronic Systems, Matlab, Predictive Modeling, Electrical Systems, Engineering Calculations, Laboratory Testing, Mathematical Software, Computational Logic, Basic Electrical Systems, Numerical Analysis, Estimation, Control Systems

    4.7
    Rating, 4.7 out of 5 stars
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    551 reviews

    Intermediate · Course · 1 - 3 Months

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    ESSEC Business School

    L'entrepreneuriat social : de l'envie au projet

    Skills you'll gain: Entrepreneurship, Value Propositions, Business Modeling, Sustainable Development, Needs Assessment, Corporate Sustainability, Business Strategy, Community Development, Business Planning, New Business Development, Innovation, Professional Networking, Market Research

    4.7
    Rating, 4.7 out of 5 stars
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    192 reviews

    Beginner · Course · 1 - 4 Weeks

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    Pontificia Universidad Católica de Chile

    Hacer negocios en América Latina

    Skills you'll gain: Social Studies, Business Strategy, Innovation, International Finance, Environmental Social And Corporate Governance (ESG), Financial Market, Global Marketing, World History, Economics, Business Economics, Business Development, Economic Development, Entrepreneurship, Socioeconomics, Corporate Strategy, Business Modeling, Sustainable Development, Competitive Analysis, Business, Political Sciences

    4.8
    Rating, 4.8 out of 5 stars
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    493 reviews

    Beginner · Specialization · 1 - 3 Months

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    SAS

    Using SAS Viya REST APIs with Python and R

    Skills you'll gain: SAS (Software), Data Analysis Software, R (Software), Advanced Analytics, R Programming, Big Data, Image Analysis, Time Series Analysis and Forecasting, Natural Language Processing, Statistical Programming, Jupyter, Predictive Modeling, Predictive Analytics, Applied Machine Learning, Deep Learning, Data Processing, Restful API, Computer Vision, Artificial Neural Networks

    4.7
    Rating, 4.7 out of 5 stars
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    15 reviews

    Mixed · Course · 1 - 3 Months

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    Simplilearn

    AI, Automation, and Emerging Technology

    Skills you'll gain: Marketing Automation, Marketing Analytics, Digital Marketing, Marketing Strategies, Customer Analysis, Predictive Analytics, Artificial Intelligence, Search Engine Optimization, HubSpot CRM, Advertising, Customer experience improvement, Computer Vision

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Epic Games

    Epic Games Game Design

    Skills you'll gain: Unreal Engine, Game Design, Video Game Development, Animation and Game Design, Ideation, 3D Modeling, Visualization (Computer Graphics), Software Documentation, Software Design Documents, 3D Assets, User Experience Design, Computer Graphics, Usability, User Interface (UI), User Experience, User Interface (UI) Design, Interactive Design, Virtual Environment, Version Control, Prototyping

    4.3
    Rating, 4.3 out of 5 stars
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    542 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    SAS

    Introduction to Statistical Analysis: Hypothesis Testing

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, SAS (Software), Regression Analysis, Exploratory Data Analysis, Statistical Methods, Probability & Statistics, Statistical Modeling, Plot (Graphics), Data Literacy

    4.7
    Rating, 4.7 out of 5 stars
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    171 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Illinois Urbana-Champaign

    Machine Learning for Accounting with Python

    Skills you'll gain: Machine Learning Algorithms, Unsupervised Learning, Scikit Learn (Machine Learning Library), Machine Learning, Text Mining, Applied Machine Learning, Time Series Analysis and Forecasting, Data Processing, Supervised Learning, Predictive Modeling, Python Programming, Regression Analysis, Feature Engineering, Jupyter, Pandas (Python Package), Natural Language Processing, Statistical Analysis, Performance Metric

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    43 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Introduction to Cybersecurity Fundamentals

    Skills you'll gain: Cybersecurity, Cyber Attacks, Data Security, Computer Security Awareness Training, Threat Modeling, Personally Identifiable Information, Security Awareness, Threat Management, Network Security, Information Privacy, Malware Protection, Mitigation

    4.6
    Rating, 4.6 out of 5 stars
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    895 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Credit Default Prediction with Python: Apply & Analyze: EDUCBA
  • Gen AI Foundational Models for NLP & Language Understanding: IBM
  • Introducción a los modelos de demanda de transporte: Pontificia Universidad Católica de Chile
  • Equivalent Circuit Cell Model Simulation: University of Colorado Boulder
  • L'entrepreneuriat social : de l'envie au projet: ESSEC Business School
  • Hacer negocios en América Latina: Pontificia Universidad Católica de Chile
  • Using SAS Viya REST APIs with Python and R: SAS
  • AI, Automation, and Emerging Technology: Simplilearn
  • Epic Games Game Design: Epic Games
  • Introduction to Statistical Analysis: Hypothesis Testing: SAS

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