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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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    Sciences Po

    Entreprendre dans les Industries Culturelles à l'ère du numérique

    Skills you'll gain: Promotional Strategies, Business Modeling, Organizational Structure, Entrepreneurship, Content Creation, New Business Development, Target Audience, Innovation, Digital Transformation, Consumer Behaviour, Business Economics, Market Opportunities, Intellectual Property, Fundraising

    4.6
    Rating, 4.6 out of 5 stars
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    164 reviews

    Beginner · Course · 1 - 3 Months

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    U

    University of Virginia

    Digital Business Strategy

    Skills you'll gain: Intellectual Property, Digital Transformation, Business Modeling, Business Strategy, Technology Strategies, Innovation, Data-Driven Decision-Making, Value Propositions, Market Dynamics, Competitive Analysis, Computing Platforms, Emerging Technologies

    4.8
    Rating, 4.8 out of 5 stars
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    124 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Building Smarter Data Pipelines: SQL, Spark, Kafka & GenAI

    Skills you'll gain: Apache Kafka, Data Warehousing, Extract, Transform, Load, Load Balancing, Cloud Computing Architecture, Serverless Computing, Scalability, Microservices, Microsoft SQL Servers, Snowflake Schema, Star Schema, Data Pipelines, Data Modeling, Data Quality, Responsible AI, Apache Spark, SQL, Generative AI, Data Governance, Quality Management

    4.3
    Rating, 4.3 out of 5 stars
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    91 reviews

    Intermediate · Specialization · 1 - 3 Months

  • 2

    28DIGITAL

    Introduction to Architecting Smart IoT Devices

    Skills you'll gain: Embedded Software, Unified Modeling Language, Embedded Systems, Internet Of Things, Software Development Life Cycle, Systems Architecture, Systems Design, Technical Design, Systems Engineering, Real-Time Operating Systems, Prototyping, Requirements Analysis

    4.2
    Rating, 4.2 out of 5 stars
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    311 reviews

    Beginner · Course · 1 - 4 Weeks

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    Tecnológico de Monterrey

    Física: Vectores, Trabajo y Energía

    Skills you'll gain: Calculus, Applied Mathematics, Physics, Geometry, Visualization (Computer Graphics), Graphing, Mathematical Modeling, Trigonometry

    4.2
    Rating, 4.2 out of 5 stars
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    182 reviews

    Mixed · Course · 1 - 3 Months

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    Georgia Institute of Technology

    Mechanics of Materials III: Beam Bending

    Skills you'll gain: Structural Engineering, Structural Analysis, Mechanical Engineering, Engineering Design Process, Engineering Analysis, Engineering Calculations, Mechanics, Schematic Diagrams, Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    954 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of New Mexico

    Web Application Development: Basic Concepts

    Skills you'll gain: Version Control, Web Applications, Full-Stack Web Development, Git (Version Control System), Middleware, Software Architecture, User Interface (UI), Agile Software Development, Application Frameworks, Ajax, Model View Controller, Databases, Relational Databases, Software Development, Ruby on Rails, Software Design Patterns, Javascript

    4.3
    Rating, 4.3 out of 5 stars
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    184 reviews

    Mixed · 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, LLM Application, Auditing, Portfolio Risk, Portfolio Management, Tax Compliance, Generative AI, Income Tax, Cash Flow Forecasting, Fraud detection, Financial Forecasting, Financial Analysis, Responsible AI, Financial Data, Artificial Intelligence, Risk Management

    4.3
    Rating, 4.3 out of 5 stars
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    229 reviews

    Intermediate · Specialization · 3 - 6 Months

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    University of Colorado Boulder

    Statistical Thermodynamics

    Skills you'll gain: Chemical Engineering, Quantitative Research, Chemistry, Thermal Management, Mechanical Engineering, Engineering Calculations, Process Engineering, Numerical Analysis, Engineering Analysis, Statistical Methods, Differential Equations, Physics, Engineering, Simulation and Simulation Software, Probability Distribution, Mathematical Modeling, Applied Mathematics, Materials science, Open Source Technology, Simulations

    4.5
    Rating, 4.5 out of 5 stars
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    1.1K reviews

    Advanced · Specialization · 3 - 6 Months

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    University of Colorado Boulder

    Expressway to Data Science: Essential Math

    Skills you'll gain: Linear Algebra, Integral Calculus, Algebra, Numerical Analysis, Calculus, Graphing, Applied Mathematics, Data Science, Mathematical Theory & Analysis, Data Analysis, Statistical Methods, Derivatives

    4.5
    Rating, 4.5 out of 5 stars
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    475 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Delivery Problem

    Skills you'll gain: Combinatorics, Theoretical Computer Science, Algorithms, Graph Theory, Computational Thinking, Operations Research, Applied Mathematics, Python Programming, Mathematical Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    376 reviews

    Beginner · Course · 1 - 4 Weeks

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    T

    Technical University of Denmark (DTU)

    Photovoltaic Systems

    Skills you'll gain: Power Electronics, Electrical Power, Plant Operations and Management, Electric Power Systems, Sustainable Technologies, Energy and Utilities, Semiconductors, Electronics, Electronics Engineering, Environmental Engineering, Electrical Engineering, Materials science, Physics, Engineering Calculations, Mathematical Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    161 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Entreprendre dans les Industries Culturelles à l'ère du numérique: Sciences Po
  • Digital Business Strategy: University of Virginia
  • Building Smarter Data Pipelines: SQL, Spark, Kafka & GenAI: Coursera
  • Introduction to Architecting Smart IoT Devices: 28DIGITAL
  • Física: Vectores, Trabajo y Energía: Tecnológico de Monterrey
  • Mechanics of Materials III: Beam Bending: Georgia Institute of Technology
  • Web Application Development: Basic Concepts: University of New Mexico
  • AI-Powered Finance: Forecasting, Planning & Reporting: Coursera
  • Statistical Thermodynamics: University of Colorado Boulder
  • Expressway to Data Science: Essential Math: University of Colorado Boulder

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