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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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    K

    Koç University

    KALKÜLÜS I: HAZIRLIK VE ALTYAPI / CALCULUS I: PRECALCULUS

    Skills you'll gain: Calculus, Graphing, General Mathematics, Algebra, Mathematical Theory & Analysis, Mathematical Modeling

    Beginner · Course · 1 - 3 Months

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    Coursera

    GenAI for AWS: AI-Driven Cloud Automation & Scaling

    Skills you'll gain: Amazon Bedrock, Cloud Computing Architecture, AI Workflows, Generative AI, Cloud Engineering, Amazon Web Services, Cloud Development, Cloud Computing, Applied Machine Learning, Cloud Deployment, Cloud Security, Amazon CloudWatch, Large Language Modeling, AWS Identity and Access Management (IAM), Performance Tuning, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    G

    Google Cloud

    Attention Mechanism - Italiano

    Skills you'll gain: Recurrent Neural Networks (RNNs), Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Large Language Modeling, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Bahasa Indonesia

    Skills you'll gain: Model Evaluation, Generative AI, AI Security, Responsible AI, Google Cloud Platform, MLOps (Machine Learning Operations), Predictive Modeling, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

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    UiPath

    UiPath Agentic Automation Associate

    Skills you'll gain: AI Workflows, Generative AI, Model Evaluation, Workflow Management, Context Management

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Building, Evaluating, and Operationalizing ML Models

    Skills you'll gain: Model Evaluation, Model Deployment, Data Preprocessing, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Fractal Analytics

    Data Lineage & Ethical Frameworks for Responsible AI

    Skills you'll gain: Responsible AI, Data Ethics, AI Security, Data Governance, AI Workflows, Data Pipelines, Data Transformation, Governance, Data Integrity, Data Quality, MLOps (Machine Learning Operations), Information Assurance, Risk Modeling, Metadata Management, Data Security

    Intermediate · Course · 1 - 4 Weeks

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    J

    Johns Hopkins University

    Honors Algebra 2: Algebraic, Exponential & Log Functions

    Skills you'll gain: Algebra, Applied Mathematics, Graphing, Mathematical Modeling, Advanced Mathematics, Calculus, Data Analysis

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Ace Salesforce Certified Tableau Desktop Foundations Exam

    Skills you'll gain: Data Visualization, Data Presentation, Interactive Data Visualization, Data Visualization Software, Dashboard, Scatter Plots, Data Analysis, Data Manipulation, Software Installation, Data Modeling, Data Import/Export

    Beginner · Course · 1 - 3 Months

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    LearnQuest

    Advanced Applications of CDO in Enterprise Security Admin

    Skills you'll gain: Systems Integration, Enterprise Architecture, Data Governance, Cloud Deployment, Security Strategy, Cloud Management, Enterprise Security, Security Management, Security Controls, Problem Management, Threat Modeling, Continuous Monitoring

    Advanced · Course · 1 - 4 Weeks

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    R

    Real Madrid Graduate School Universidad Europea

    The Future of Sports Media and Challenges Ahead

    Skills you'll gain: Media and Communications, Augmented and Virtual Reality (AR/VR), Revenue Management, Innovation, Brand Management, Content Strategy, Augmented Reality, New Product Development, Digital Transformation, Storytelling, Marketing Strategy and Techniques, Trend Analysis, Sustainability Reporting, People Analytics, Metadata Management, Game Theory, Digital Design, Artificial Intelligence, Open Source Technology, 3D Modeling

    Beginner · Course · 1 - 4 Weeks

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    H2O.ai

    H2O Gen AI Ecosystem Overview - Level 1

    Skills you'll gain: Large Language Modeling, LLM Application, Generative AI, Prompt Engineering, Model Evaluation, Data Preprocessing, Application Development, Model Deployment, Open Source Technology

    Intermediate · Course · 1 - 3 Months

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

  • KALKÜLÜS I: HAZIRLIK VE ALTYAPI / CALCULUS I: PRECALCULUS: Koç University
  • GenAI for AWS: AI-Driven Cloud Automation & Scaling: Coursera
  • Attention Mechanism - Italiano: Google Cloud
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Bahasa Indonesia: Google Cloud
  • UiPath Agentic Automation Associate: UiPath
  • Building, Evaluating, and Operationalizing ML Models: Packt
  • Data Lineage & Ethical Frameworks for Responsible AI: Fractal Analytics
  • Honors Algebra 2: Algebraic, Exponential & Log Functions: Johns Hopkins University
  • Ace Salesforce Certified Tableau Desktop Foundations Exam: Packt
  • Advanced Applications of CDO in Enterprise Security Admin: LearnQuest

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