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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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    IBM

    Building Generative AI-Powered Applications with Python

    Skills you'll gain: Large Language Modeling, LangChain, LLM Application, Generative AI, OpenAI, Web Applications, Application Development, Flask (Web Framework), Python Programming, Natural Language Processing, Prompt Engineering, Front-End Web Development, Image Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    251 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Titanic Survival Prediction Using Machine Learning

    Skills you'll gain: Feature Engineering, Data Cleansing, Predictive Modeling, Classification And Regression Tree (CART), Applied Machine Learning, Data Processing, Data Manipulation, Scikit Learn (Machine Learning Library), Supervised Learning, Machine Learning, Predictive Analytics, Machine Learning Algorithms, Data Science, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
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    19 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    École Polytechnique Fédérale de Lausanne

    Geographical Information Systems - Part 1

    Skills you'll gain: Geographic Information Systems, GIS Software, Spatial Data Analysis, NoSQL, Data Modeling, Database Design, Databases, Data Storage Technologies, SQL, Data Storage, Data Capture, Query Languages, Relational Databases

    3.6
    Rating, 3.6 out of 5 stars
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    97 reviews

    Beginner · Course · 1 - 3 Months

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    IBM

    Fundamentals of Building AI Agents

    Skills you'll gain: LangChain, Tool Calling, LLM Application, Agentic systems, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Application Development, Software Development

    4.7
    Rating, 4.7 out of 5 stars
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    67 reviews

    Intermediate · Course · 1 - 4 Weeks

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    The University of Hong Kong

    Materials in Oral Health

    Skills you'll gain: Medical Imaging, Dentistry, Dental Procedures, Dental Instruments, Laboratory Testing, X-Ray Computed Tomography, Materials science, Dental Care, Biomedical Engineering, Oral Health, 3D Modeling, Chemistry

    4.7
    Rating, 4.7 out of 5 stars
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    524 reviews

    Mixed · Course · 1 - 4 Weeks

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    École Polytechnique

    Wind resources for renewable energies

    Skills you'll gain: Hydraulics, Real Time Data, Physical Science, Estimation, Spatial Data Analysis, Mathematical Modeling, Environmental Engineering, Engineering Analysis, Applied Mathematics, Mechanics

    3.6
    Rating, 3.6 out of 5 stars
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    130 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    AI-Powered Finance: Forecasting, Planning & Reporting

    Skills you'll gain: Ledgers (Accounting), Prompt Engineering, Tax Planning, Tax Management, Large Language Modeling, Auditing, LLM Application, Tax Compliance, Income Tax, Portfolio Management, Generative AI, Cash Flow Forecasting, Fraud detection, Financial Forecasting, Financial Analysis, Responsible AI, Analysis, Oracle Cloud Applications, Artificial Intelligence, Risk Management

    4.3
    Rating, 4.3 out of 5 stars
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    208 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Microsoft

    Microsoft Azure Security Engineer Associate (AZ-500)

    Skills you'll gain: Azure Active Directory, Data Security, Multi-Factor Authentication, Microsoft Azure, Role-Based Access Control (RBAC), Cloud Security, Active Directory, Threat Modeling, Security Strategy, Data Storage, Application Security, Database Architecture and Administration, Virtual Machines, Infrastructure Security, Kubernetes, Continuous Monitoring, Web Applications, Cyber Governance, System Monitoring, Network Security

    4.5
    Rating, 4.5 out of 5 stars
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    137 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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    University of Colorado Boulder

    Foundations of Quantum Mechanics

    Skills you'll gain: Linear Algebra, Physics, Applied Mathematics, Advanced Mathematics, Mathematical Modeling, Engineering Analysis, Differential Equations, Physical Science

    4.5
    Rating, 4.5 out of 5 stars
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    85 reviews

    Intermediate · Course · 1 - 3 Months

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    L&T EduTech

    Design of Transmission Line: Modelling and Performance

    Skills you'll gain: Applied Mathematics, Mathematical Modeling, Telecommunications, Matlab, High Voltage, Three-Phase, Electrical Engineering, Simulation and Simulation Software, Electric Power Systems, Engineering Calculations, Electrical Power, Environmental Science, Environmental Engineering, Design

    4.6
    Rating, 4.6 out of 5 stars
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    36 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Illinois Tech

    Data Analytics and Deep Learning

    Skills you'll gain: Big Data, Machine Learning Algorithms, NoSQL, Deep Learning, Statistical Analysis, Data Visualization, Data Analysis, Apache Hadoop, Exploratory Data Analysis, Apache Kafka, Apache Spark, Generative AI, Data Cleansing, Analytics, Real Time Data, Apache Cassandra, Artificial Neural Networks, Keras (Neural Network Library), PyTorch (Machine Learning Library), Machine Learning

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    38 reviews

    Intermediate · Specialization · 3 - 6 Months

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    IBM

    Project Management Capstone

    Skills you'll gain: Peer Review, Project Management, Project Management Life Cycle, Agile Project Management, Project Risk Management, Project Portfolio Management, Project Closure, Project Controls, Work Breakdown Structure, User Story, Backlogs, Sprint Planning, Scrum (Software Development), Project Planning, Project Documentation, Project Performance, Management Reporting, Risk Management, Recruitment, Leadership

    4.9
    Rating, 4.9 out of 5 stars
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    113 reviews

    Advanced · Course · 1 - 3 Months

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

  • Building Generative AI-Powered Applications with Python: IBM
  • Titanic Survival Prediction Using Machine Learning: Coursera
  • Geographical Information Systems - Part 1: École Polytechnique Fédérale de Lausanne
  • Fundamentals of Building AI Agents: IBM
  • Materials in Oral Health: The University of Hong Kong
  • Wind resources for renewable energies: École Polytechnique
  • AI-Powered Finance: Forecasting, Planning & Reporting: Coursera
  • Microsoft Azure Security Engineer Associate (AZ-500): Microsoft
  • Foundations of Quantum Mechanics: University of Colorado Boulder
  • Design of Transmission Line: Modelling and Performance: L&T EduTech

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