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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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    Packt

    Deep Learning with TensorFlow

    Skills you'll gain: Recurrent Neural Networks (RNNs), Transfer Learning, Tensorflow, Artificial Neural Networks, Embeddings, Keras (Neural Network Library), Deep Learning, Time Series Analysis and Forecasting, Image Analysis, Classification Algorithms, Convolutional Neural Networks, Natural Language Processing, Computer Vision, Forecasting, Supervised Learning, Machine Learning Algorithms, Machine Learning, Predictive Analytics, Model Evaluation, Predictive Modeling

    Intermediate · Specialization · 1 - 3 Months

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    EDUCBA

    Project Finance Fundamentals: Analyze & Structure Deals

    Skills you'll gain: Project Finance, Feasibility Studies, Cost Estimation, Financial Analysis, Project Risk Management, Risk Analysis, Return On Investment, Financial Statements, Financial Modeling, Case Studies, Stakeholder Analysis, Due Diligence, Loans, Cash Flows, Market Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    13 reviews

    Mixed · Course · 1 - 4 Weeks

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    Skillshare

    Complete Beginners Guide to Blender 3D

    Skills you'll gain: Animations, 3D Modeling, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Graphical Tools, Timelines, Graphics Software, User Interface (UI), File Management, Image Quality, Layout Design, Software Versioning, Software Installation

    4.7
    Rating, 4.7 out of 5 stars
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    10 reviews

    Mixed · Course · 1 - 3 Months

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    Board Infinity

    Generative AI: Prompt Engineering Basics

    Skills you'll gain: Responsible AI, LLM Application, Model Evaluation, Scripting, Debugging

    4.6
    Rating, 4.6 out of 5 stars
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    46 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Houston

    Value-Based Care: Organizational Competencies

    Skills you'll gain: Value-Based Care, Organizational Change, Care Coordination, Health Care Administration, Business Transformation, Organizational Effectiveness, Organizational Structure, Governance, Health Informatics, Expense Management, Performance Measurement, Financial Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    21 reviews

    Beginner · Course · 1 - 4 Weeks

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    Nanyang Technological University, Singapore

    Introduction to Complexity Science

    Skills you'll gain: Systems Thinking, Case Studies, Network Analysis, Mathematical Modeling, Simulations, Social Sciences, Applied Mathematics, Policy Analysis, Agentic systems, Forecasting, Critical Thinking, Jupyter

    4.6
    Rating, 4.6 out of 5 stars
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    31 reviews

    Beginner · Course · 1 - 3 Months

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    Simplilearn

    Supervised Learning Regression Classification Clustering

    Skills you'll gain: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Regression Analysis, Classification Algorithms, Classification And Regression Tree (CART), Machine Learning Algorithms, Machine Learning, Decision Tree Learning, Predictive Analytics, Logistic Regression, Random Forest Algorithm, Bayesian Statistics

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Deep Learning - Recurrent Neural Networks with TensorFlow

    Skills you'll gain: Recurrent Neural Networks (RNNs), Embeddings, Time Series Analysis and Forecasting, Tensorflow, Natural Language Processing, Forecasting, Image Analysis, Deep Learning, Artificial Neural Networks, Predictive Analytics, Predictive Modeling, Technical Analysis, Data Preprocessing, Supervised Learning, Data Science, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Peking University

    离散数学概论 Discrete Mathematics Generality

    Skills you'll gain: Theoretical Computer Science, Computational Logic, Graph Theory, Network Analysis, Network Model, Combinatorics, Geospatial Information and Technology, Logical Reasoning, Computational Thinking, Programming Principles, Mathematics and Mathematical Modeling, Information Technology, Spatial Analysis, Algebra, Deductive Reasoning, Informatics, General Mathematics, Computer Science, Data Structures, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
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    281 reviews

    Beginner · Course · 3 - 6 Months

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    Pearson

    Certified Associate in Project Management (CAPM)® Exam: Unit 1

    Skills you'll gain: Business Analysis, Project Management Institute (PMI) Methodology, Project Management, Project Management Life Cycle, Project Scoping, Project Risk Management, Agile Methodology, Change Management

    4.6
    Rating, 4.6 out of 5 stars
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    22 reviews

    Beginner · Course · 1 - 4 Weeks

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    École Polytechnique

    Optique non-linéaire

    Skills you'll gain: Numerical Analysis, Simulation and Simulation Software, Engineering Analysis, Applied Mathematics, Materials science, Mathematical Modeling, Laboratory Research, Differential Equations, Medical Imaging, Physics

    4.7
    Rating, 4.7 out of 5 stars
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    56 reviews

    Mixed · Course · 1 - 3 Months

  • G

    Google Cloud

    Transformer Models and BERT Model

    Skills you'll gain: Large Language Modeling, Natural Language Processing, Generative Model Architectures, Transfer Learning, Embeddings

    4.1
    Rating, 4.1 out of 5 stars
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    125 reviews

    Advanced · Course · 1 - 4 Weeks

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

  • Deep Learning with TensorFlow: Packt
  • Project Finance Fundamentals: Analyze & Structure Deals: EDUCBA
  • Complete Beginners Guide to Blender 3D: Skillshare
  • Generative AI: Prompt Engineering Basics: Board Infinity
  • Value-Based Care: Organizational Competencies: University of Houston
  • Introduction to Complexity Science: Nanyang Technological University, Singapore
  • Supervised Learning Regression Classification Clustering: Simplilearn
  • Deep Learning - Recurrent Neural Networks with TensorFlow: Packt
  • 离散数学概论 Discrete Mathematics Generality: Peking University
  • Certified Associate in Project Management (CAPM)® Exam: Unit 1: Pearson

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