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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


  • Status: Free Trial
    Free Trial
    U

    University of California, Santa Cruz

    Bayesian Statistics: Techniques and Models

    Skills you'll gain: Bayesian Statistics, Statistical Modeling, Markov Model, Statistical Analysis, Regression Analysis, R Programming, Simulations, Statistical Inference, Data Analysis, Probability, Probability Distribution

    4.8
    Rating, 4.8 out of 5 stars
    ·
    495 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google

    The Nuts and Bolts of Machine Learning

    Skills you'll gain: Feature Engineering, Applied Machine Learning, Advanced Analytics, Machine Learning, Unsupervised Learning, Workflow Management, Data Ethics, Supervised Learning, Data Validation, Classification And Regression Tree (CART), Random Forest Algorithm, Decision Tree Learning, Python Programming, Performance Tuning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    575 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Security Analyst Fundamentals

    Skills you'll gain: Cyber Threat Hunting, Incident Response, Cyber Threat Intelligence, Penetration Testing, Computer Security Incident Management, Intrusion Detection and Prevention, Threat Modeling, Threat Detection, MITRE ATT&CK Framework, Cryptography, Security Testing, Incident Management, Application Security, Encryption, Security Management, Cybersecurity, Vulnerability Scanning, Vulnerability Assessments, Open Web Application Security Project (OWASP), Security Information and Event Management (SIEM)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    4.5K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Image Captioning with TensorFlow & Streamlit

    Skills you'll gain: Amazon Elastic Compute Cloud, Application Deployment, Tensorflow, Image Analysis, Feature Engineering, Computer Vision, Deep Learning, Applied Machine Learning, Application Development, Data Processing

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google

    Ciberseguridad de Google

    Skills you'll gain: Vulnerability Management, Threat Modeling, Incident Response, Intrusion Detection and Prevention, Business Risk Management, Network Security, Vulnerability Assessments, Operating Systems, Threat Detection, Risk Management, Security Information and Event Management (SIEM), Computer Security Incident Management, Event Monitoring, Network Architecture, Security Controls, Cyber Risk, Linux, Cybersecurity, Debugging, SQL

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7.2K reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: New
    New
    P

    Packt

    AI & Cybersecurity Threats, Global Actors, and Trends

    Skills you'll gain: DevSecOps, Cyber Operations, Threat Modeling, AWS Identity and Access Management (IAM), Zero Trust Network Access, Encryption

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    S

    SkillUp

    Business Analyst (ECBA) Certificate Preparation 

    Skills you'll gain: Business Analysis, Business Process Modeling, Stakeholder Analysis, Process Optimization, Requirements Management, Stakeholder Management, Process Analysis, Data Modeling, Agile Methodology, Stakeholder Engagement, Requirements Analysis, Process Improvement, User Story, Project Management, Risk Management, Plan Execution, Business Requirements, Business Process, Needs Assessment, Ethical Standards And Conduct

    4.7
    Rating, 4.7 out of 5 stars
    ·
    91 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    E

    Edureka

    Building Autonomous AI Agents

    Skills you'll gain: LangGraph, Generative AI Agents, Agentic systems, LangChain, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, OpenAI, Systems Integration, Tool Calling, Responsible AI, Large Language Modeling, Artificial Intelligence, Prompt Engineering, Data Ethics, Restful API, Data Processing, JSON, Scalability, Data Validation

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Honors Algebra 2: Series, Trigonometry, and Probability

    Skills you'll gain: Trigonometry, Probability, Data Analysis, Algebra, Probability Distribution, Descriptive Statistics, Mathematical Modeling, Graphing, Statistics, Geometry, Arithmetic

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    生成式 AI 代理:實現組織轉型

    Skills you'll gain: Generative AI Agents, Prompt Engineering, Google Gemini, Generative AI, AI Product Strategy, Google Cloud Platform, Business Transformation, Organizational Strategy, Large Language Modeling, Customer Engagement, Continuous Monitoring

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    A

    Arizona State University

    Teach English Now! Teaching Language Online

    Skills you'll gain: Grammar, English Language, Education Software and Technology, Language Learning, Oral Comprehension, Vocabulary, Requirements Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    695 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Politecnico di Milano

    Smart Teaching and Learning with AI

    Skills you'll gain: Blended Learning, Pedagogy, Course Development, Large Language Modeling, LLM Application, Instructional Design, Instructional and Curriculum Design, Student Engagement, Learning Strategies, Interactive Learning, Education Software and Technology, Educational Materials, AI Personalization, Curriculum Planning, Student-Centred Learning, Differentiated Instruction, Lifelong Learning, Innovation, Open Source Technology, Artificial Intelligence

    4.9
    Rating, 4.9 out of 5 stars
    ·
    865 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Bayesian Statistics: Techniques and Models: University of California, Santa Cruz
  • The Nuts and Bolts of Machine Learning: Google
  • Security Analyst Fundamentals: IBM
  • Image Captioning with TensorFlow & Streamlit: EDUCBA
  • Ciberseguridad de Google: Google
  • AI & Cybersecurity Threats, Global Actors, and Trends: Packt
  • Business Analyst (ECBA) Certificate Preparation : SkillUp
  • Building Autonomous AI Agents: Edureka
  • Honors Algebra 2: Series, Trigonometry, and Probability: Johns Hopkins University
  • 生成式 AI 代理:實現組織轉型: Google Cloud

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