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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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    Starweaver

    Change Management for GenAI Integration

    Skills you'll gain: Responsible AI, Organizational Change, Stakeholder Engagement, Change Management, AI Enablement, Innovation, Stakeholder Communications, Business Transformation, Culture Transformation, Technology Strategies, Performance Metric, Ethical Standards And Conduct, Employee Engagement, Key Performance Indicators (KPIs), Business Strategy, Communication Strategies

    3.7
    Rating, 3.7 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Infosec

    CISSP Domain 1: Security and Risk Management

    Skills you'll gain: Information Systems Security, Risk Management, Continuous Monitoring, Information Assurance, Cyber Governance, Governance, Cybersecurity, Security Controls, Business Risk Management, ISO/IEC 27001, Threat Modeling, Risk Analysis, Threat Management, Vulnerability Assessments, Regulatory Compliance, System Monitoring, Information Systems, Asset Management, Intellectual Property

    4.7
    Rating, 4.7 out of 5 stars
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    40 reviews

    Advanced · Course · 1 - 4 Weeks

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    IBM

    Introduction to Systems Architecture  

    Skills you'll gain: Software Architecture, Systems Development Life Cycle, Systems Architecture, Systems Thinking, Software Design Patterns, Stakeholder Communications, Systems Analysis, Data Flow Diagrams (DFDs), Application Design

    5
    Rating, 5 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 3 Months

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    Technical University of Denmark (DTU)

    Hydrogen: Key Concepts and Use in Green Technologies

    Skills you'll gain: Sustainable Technologies, Mathematical Modeling, Materials science, Cost Estimation, Research Reports, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
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    14 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Validating Your Startup Idea with MVP Experiment Canvas

    Skills you'll gain: Target Market, Market Opportunities, Entrepreneurship, Value Propositions, Performance Measurement, Risk Analysis, Business Modeling, Feasibility Studies, Business Strategy, Product Development, Verification And Validation, Product Management, Case Studies, Innovation, FinTech, Leadership

    4.6
    Rating, 4.6 out of 5 stars
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    7 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Duke University

    GenAI and LLMs on AWS

    Skills you'll gain: Amazon Bedrock, Model Deployment, Large Language Modeling, MLOps (Machine Learning Operations), Amazon Web Services, AI Security, AI Workflows, Continuous Monitoring, Data Ethics, Responsible AI, Application Deployment, Generative AI, Cloud Computing, Serverless Computing

    4.7
    Rating, 4.7 out of 5 stars
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    25 reviews

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Mastering NLP: Tokenization, Sentiment Analysis & Neural MT

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Model Evaluation, Recurrent Neural Networks (RNNs), Classification Algorithms, Data Ethics, Responsible AI, Text Mining, Transfer Learning, Machine Learning Methods, PyTorch (Machine Learning Library), Artificial Neural Networks, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Data Processing, Embeddings, Machine Learning, Data Analysis, Data Cleansing

    Intermediate · Specialization · 3 - 6 Months

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    Politecnico di Milano

    Data science perspectives on pandemic management

    Skills you'll gain: Health Policy, Economics, Policy, and Social Studies, Crisis Management, Environmental Monitoring, Policty Analysis, Research, and Development, Emergency Response, Spatial Data Analysis, Socioeconomics, Geographic Information Systems, Public Health, Public Health and Disease Prevention, Infectious Diseases, Data Science, Financial Modeling, Finance, Network Analysis, Data Collection, Stakeholder Engagement

    4.5
    Rating, 4.5 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Duke University

    Rust for Large Language Model Operations (LLMOps)

    Skills you'll gain: LLM Application, Hugging Face, Large Language Modeling, Generative AI, Rust (Programming Language), Model Deployment, MLOps (Machine Learning Operations), AWS SageMaker, Cloud Deployment, PyTorch (Machine Learning Library), CI/CD, Applied Machine Learning, Natural Language Processing, Infrastructure as Code (IaC), DevOps, Machine Learning

    4.2
    Rating, 4.2 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Fundação Instituto de Administração

    Criatividade e Inovação Organizacional

    Skills you'll gain: Digital Transformation, Business Modeling, Entrepreneurship, Innovation, Operational Excellence, Value Propositions, Design Thinking, Technology Strategies, Business Strategies, Customer experience strategy (CX), Product Development, Business Process Automation

    4.5
    Rating, 4.5 out of 5 stars
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    24 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    K

    Korea Advanced Institute of Science and Technology(KAIST)

    Practical Python for AI Coding 2

    Skills you'll gain: Matplotlib, Data Visualization, Tensorflow, NumPy, Pandas (Python Package), Object Oriented Programming (OOP), Seaborn, Python Programming, Keras (Neural Network Library), Scikit Learn (Machine Learning Library), Data Manipulation

    4.6
    Rating, 4.6 out of 5 stars
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    26 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    EDUCBA

    Linear Regression with R: Build & Optimize

    Skills you'll gain: Model Evaluation, Regression Analysis, Applied Machine Learning, Data Visualization, Statistical Modeling, Feature Engineering, Predictive Modeling, Data Analysis, R Programming, Predictive Analytics, Exploratory Data Analysis, Supervised Learning, Statistical Analysis, Correlation Analysis, Probability & Statistics, Data Manipulation, Linear Algebra, Statistical Hypothesis Testing

    Mixed · Course · 1 - 4 Weeks

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

  • Change Management for GenAI Integration: Starweaver
  • CISSP Domain 1: Security and Risk Management: Infosec
  • Introduction to Systems Architecture  : IBM
  • Hydrogen: Key Concepts and Use in Green Technologies: Technical University of Denmark (DTU)
  • Validating Your Startup Idea with MVP Experiment Canvas: Coursera
  • GenAI and LLMs on AWS: Duke University
  • Mastering NLP: Tokenization, Sentiment Analysis & Neural MT: Edureka
  • Data science perspectives on pandemic management: Politecnico di Milano
  • Rust for Large Language Model Operations (LLMOps): Duke University
  • Criatividade e Inovação Organizacional: Fundação Instituto de Administração

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