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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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    U

    University of Michigan

    Applied Unsupervised Learning in Python

    Skills you'll gain: Unsupervised Learning, Embeddings, Supervised Learning, Data Preprocessing, Python Programming, Exploratory Data Analysis

    Advanced Ā· Course Ā· 1 - 4 Weeks

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    Google Cloud

    Agentes de IA generativa: transforma tu organización

    Skills you'll gain: Google Gemini, AI Enablement, Large Language Modeling

    Beginner Ā· Course Ā· 1 - 3 Months

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    Siemens

    Angewandte numerische Fluiddynamik

    Skills you'll gain: Mechanical Engineering, Thermal Management, Engineering Analysis, Simulations, Numerical Analysis, Engineering, Mathematical Modeling, Physics

    Intermediate Ā· Course Ā· 1 - 3 Months

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    Pontificia Universidad Católica de Chile

    Transferencia de momentum, calor y masa computacional

    Skills you'll gain: Engineering Analysis, Engineering Calculations, Numerical Analysis, Finite Element Methods, Chemical Engineering, Simulation and Simulation Software, Differential Equations, Applied Mathematics, NumPy, Mathematical Modeling, Scientific Visualization, Python Programming, Plot (Graphics), Linear Algebra, Algorithms

    Intermediate Ā· Course Ā· 1 - 3 Months

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    University of Colorado System

    Systems Engineering Fundamentals Part 2

    Skills you'll gain: Systems Engineering, Verification And Validation, Systems Architecture, Configuration Management, Systems Development, Systems Development Life Cycle, Systems Design, Reliability, Risk Management, Risk Management Framework, Systems Analysis, Systems Integration, Requirements Analysis, Maintainability

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • G

    Google Cloud

    Hardening Default GKE Cluster Configurations

    Skills you'll gain: Kubernetes, Threat Modeling, Hardening, Verification And Validation, Google Cloud Platform, Security Controls, Vulnerability Assessments, Cloud Computing

    Advanced Ā· Project Ā· Less Than 2 Hours

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    University of Maryland, College Park

    Lean Enterprise Framework: Transform the Business Model

    Skills you'll gain: Innovation, Product Lifecycle Management, New Product Development, Design Thinking, Product Development, Product Management, Business Modeling, Product Strategy, Customer experience strategy (CX), Product Marketing, Key Performance Indicators (KPIs), Value Propositions, Performance Measurement, Portfolio Management, Customer Insights, Business Metrics, Customer experience improvement, Business Strategy, Persona Development, Lean Methodologies

    Beginner Ā· Course Ā· 1 - 3 Months

  • Status: Free Trial
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    Google Cloud

    Feature Engineering em PortuguĆŖs Brasileiro

    Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, Data Store, Data Transformation, Data Pipelines, Keras (Neural Network Library), Data Modeling, Machine Learning

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    Intermediate Ā· Course Ā· 1 - 3 Months

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    Johns Hopkins University

    Practical Methodology and Ethics in AI

    Skills you'll gain: Responsible AI, Data Ethics, Deep Learning, Model Deployment, Debugging, Artificial Intelligence, Machine Learning, Ethical Standards And Conduct, Model Evaluation, Applied Machine Learning, Social Impact, Unstructured Data, Data-Driven Decision-Making, Information Privacy, Case Studies

    Intermediate Ā· Course Ā· 1 - 4 Weeks

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    U

    University of Maryland, College Park

    Product Management: Data Science and Agile Systems

    Skills you'll gain: Product Roadmaps, Agile Product Development, Backlogs, DevOps, Lean Methodologies, Analytics, Agile Methodology, Agile Project Management, Data-Driven Decision-Making, Product Management, Operational Efficiency, Risk Management, Data Science, Product Development, Innovation, Product Strategy

    Intermediate Ā· Course Ā· 1 - 3 Months

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    Fundação Instituto de Administração

    Cadeia de Suprimentos na Nuvem

    Skills you'll gain: Supply Chain Management, Supply Chain Planning, Business Transformation, Business Strategies, Value Propositions, Digital Transformation, Cloud Computing, Cloud Applications, Business Modeling, Big Data, Automation, Internet Of Things, Systems Integration, Machine Learning, Blockchain

    Beginner Ā· Course Ā· 1 - 3 Months

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    Packt

    Integrating 3D Plants into Unreal Engine 5

    Skills you'll gain: Unreal Engine, 3D Modeling, 3D Assets, Computer Graphics, Virtual Environment, Animation and Game Design, Visualization (Computer Graphics), Animations, Data Import/Export, File Management

    Intermediate Ā· Course Ā· 1 - 3 Months

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

  • Applied Unsupervised Learning in Python:Ā University of Michigan
  • Agentes de IA generativa: transforma tu organización:Ā Google Cloud
  • Angewandte numerische Fluiddynamik:Ā Siemens
  • Transferencia de momentum, calor y masa computacional:Ā Pontificia Universidad Católica de Chile
  • Systems Engineering Fundamentals Part 2:Ā University of Colorado System
  • Hardening Default GKE Cluster Configurations:Ā Google Cloud
  • Lean Enterprise Framework: Transform the Business Model:Ā University of Maryland, College Park
  • Feature Engineering em PortuguĆŖs Brasileiro:Ā Google Cloud
  • Practical Methodology and Ethics in AI:Ā Johns Hopkins University
  • Product Management: Data Science and Agile Systems:Ā University of Maryland, College Park

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