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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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    Technical University of Denmark (DTU)

    Introduction to solar cells

    Skills you'll gain: Semiconductors, Sustainable Technologies, Materials science, Electrical Engineering, Electrical Power, Basic Electrical Systems, Electronic Components, Emerging Technologies, Physics, Mathematical Modeling, Energy and Utilities, Environmental Issue, Manufacturing Processes, Engineering Calculations

    4.8
    Rating, 4.8 out of 5 stars
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    2.5K reviews

    Beginner · Course · 1 - 3 Months

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    The Hong Kong University of Science and Technology

    Understanding Modern Physics I: Relativity and Cosmology

    Skills you'll gain: Physics, Thermal Management, Calculus, Mechanics, Advanced Mathematics, Mathematical Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    171 reviews

    Beginner · Course · 1 - 3 Months

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    IBM

    Building AI Agents and Agentic Workflows

    Skills you'll gain: AI Orchestration, AI Workflows, LangChain, Agentic Workflows, Tool Calling, LangGraph, LLM Application, Agentic systems, Generative AI Agents, Responsible AI, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Application Design, Prompt Engineering, Large Language Modeling, Context Management, Software Design Patterns, Software Development, Vector Databases

    4.7
    Rating, 4.7 out of 5 stars
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    179 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Georgia Institute of Technology

    Linear Circuits 2: AC Analysis

    Skills you'll gain: Electrical Power, Electrical Engineering, Basic Electrical Systems, Electronics, Power Electronics, Electronic Components, Engineering Analysis, Mathematical Modeling, Engineering Calculations, Plot (Graphics), Verification And Validation

    4.7
    Rating, 4.7 out of 5 stars
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    768 reviews

    Intermediate · Course · 1 - 3 Months

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    UNSW Sydney (The University of New South Wales)

    How to Validate your Startup Idea

    Skills you'll gain: Entrepreneurship, Financial Modeling, Financial Statements, Value Propositions, Income Statement, New Product Development, Business Modeling, Business Development, Market Opportunities, Investment Management, Lean Methodologies, Strategic Partnership, Persona Development, Customer Analysis, Presentations

    4.1
    Rating, 4.1 out of 5 stars
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    150 reviews

    Mixed · Course · 1 - 3 Months

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    University of Alberta

    Agile Planning for Software Products

    Skills you'll gain: Project Planning, Sprint Planning, Risk Management Framework, Agile Software Development, User Story, Agile Methodology, User Requirements Documents, Functional Requirement, Agile Project Management, Requirements Analysis, Software Development

    4.8
    Rating, 4.8 out of 5 stars
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    2K reviews

    Mixed · Course · 1 - 4 Weeks

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    IBM

    Deep Learning with Keras and Tensorflow

    Skills you'll gain: Keras (Neural Network Library), Reinforcement Learning, Convolutional Neural Networks, Unsupervised Learning, Deep Learning, Autoencoders, Tensorflow, Recurrent Neural Networks (RNNs), Generative Adversarial Networks (GANs), Transfer Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Performance Tuning

    4.4
    Rating, 4.4 out of 5 stars
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    1K reviews

    Intermediate · Course · 1 - 3 Months

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    ESSEC Business School

    Basics of entrepreneurship: thinking and doing

    Skills you'll gain: Business Modeling, Entrepreneurship, Business Planning, Business Risk Management, Risk Management, Teamwork, Design Thinking, Ideation, Planning, Strategic Thinking, Innovation, New Business Development, Creative Thinking, Decision Making, Open Mindset, Lean Methodologies

    4.8
    Rating, 4.8 out of 5 stars
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    127 reviews

    Beginner · Course · 1 - 4 Weeks

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    É

    École Polytechnique

    Hydro, Wind & Solar power: Resources, Variability & Forecast

    Skills you'll gain: Energy and Utilities, Climate Change Mitigation, Electrical Power, Environmental Issue, Sustainable Design, Hydrology, Electric Power Systems, Time Series Analysis and Forecasting, Water Resource Management, Predictive Modeling, Environment, Estimation, Mathematical Modeling, Physical Science

    4.6
    Rating, 4.6 out of 5 stars
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    152 reviews

    Intermediate · Course · 1 - 3 Months

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    ESSEC Business School

    L'entrepreneuriat social: faire son business plan

    Skills you'll gain: Social Impact, Business Modeling, Market Research, Business Planning, Entrepreneurship, Sustainable Business, Key Performance Indicators (KPIs), Marketing, Customer Analysis, Stakeholder Analysis, Business Development, Needs Assessment, Target Audience, Entrepreneurial Finance, Governance, Financial Forecasting

    4.5
    Rating, 4.5 out of 5 stars
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    122 reviews

    Mixed · Course · 1 - 4 Weeks

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    IIMA - IIM Ahmedabad

    Advanced Digital Transformation

    Skills you'll gain: Digital Transformation, Business Transformation, Stakeholder Engagement, AI Enablement, Innovation, Organizational Change, Change Management, Business Modeling, Technology Strategies, Organizational Strategy, Artificial Intelligence, Enterprise Architecture, Organizational Effectiveness, Performance Improvement, Cloud Computing Architecture, Governance, Business Technologies, Performance Measurement, Automation, Cognitive flexibility

    4.7
    Rating, 4.7 out of 5 stars
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    195 reviews

    Beginner · Specialization · 3 - 6 Months

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    U

    University of Minnesota

    Statistical Molecular Thermodynamics

    Skills you'll gain: Physics, Chemistry, Engineering Calculations, Molecular, Cellular, and Microbiology, Mathematical Modeling

    4.9
    Rating, 4.9 out of 5 stars
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    365 reviews

    Beginner · Course · 1 - 3 Months

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

  • Introduction to solar cells: Technical University of Denmark (DTU)
  • Understanding Modern Physics I: Relativity and Cosmology: The Hong Kong University of Science and Technology
  • Building AI Agents and Agentic Workflows: IBM
  • Linear Circuits 2: AC Analysis : Georgia Institute of Technology
  • How to Validate your Startup Idea: UNSW Sydney (The University of New South Wales)
  • Agile Planning for Software Products: University of Alberta
  • Deep Learning with Keras and Tensorflow: IBM
  • Basics of entrepreneurship: thinking and doing : ESSEC Business School
  • Hydro, Wind & Solar power: Resources, Variability & Forecast: École Polytechnique
  • L'entrepreneuriat social: faire son business plan: ESSEC Business School

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