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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.


More to explore:

Popular Predictive Modeling Courses and Certifications


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    U

    University of Michigan

    Sleep: Neurobiology, Medicine, and Society

    Skills you'll gain: Substance Abuse, Mental Health, Neurology, Mathematical Modeling, Patient Safety, Physiology, Cardiology, Accident Prevention, Public Health, Pharmacology, Public Health and Disease Prevention, Biology

    4.8
    Rating, 4.8 out of 5 stars
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    820 reviews

    Beginner · Course · 1 - 3 Months

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    U

    University of California, Irvine

    Data Science Fundamentals

    Skills you'll gain: Analytical Skills, Data Ethics, Predictive Modeling, Model Evaluation, Unsupervised Learning, Natural Language Processing, Analysis, Predictive Analytics, Regression Analysis, Data Mining, Data Strategy, Statistical Analysis, Data Science, Social Media, Text Mining, Anomaly Detection, Business Analytics, Decision Tree Learning, Supervised Learning, Cloud Computing

    4.3
    Rating, 4.3 out of 5 stars
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    258 reviews

    Beginner · Specialization · 3 - 6 Months

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    I

    Imperial College London

    Mathematics for Machine Learning: Multivariate Calculus

    Skills you'll gain: Regression Analysis, Calculus, Advanced Mathematics, Machine Learning Algorithms, Linear Algebra, Artificial Neural Networks, Mathematical Modeling, Python Programming, Derivatives

    4.7
    Rating, 4.7 out of 5 stars
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    5.8K reviews

    Beginner · Course · 1 - 3 Months

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    M

    Microsoft

    Artificial Intelligence on Microsoft Azure

    Skills you'll gain: Responsible AI, Anomaly Detection, Computer Vision, Artificial Intelligence, Microsoft Azure, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Data Ethics, Machine Learning, Predictive Modeling

    4.5
    Rating, 4.5 out of 5 stars
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    981 reviews

    Beginner · Course · 1 - 4 Weeks

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    A

    Amazon Web Services

    AWS Generative AI Lab Series

    Skills you'll gain: Amazon Bedrock, Prompt Engineering, Generative AI, AWS SageMaker, AI Enablement, Multimodal Prompts, LLM Application, Large Language Modeling, Application Development, Image Analysis, Real Time Data, Regression Analysis, Debugging

    Beginner · Course · 1 - 3 Months

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    P

    Packt

    Human-Centered Security: Designing Usable & Safe Systems

    Skills you'll gain: User Experience Design, Usability, User Experience, User Interface and User Experience (UI/UX) Design, Threat Modeling, UI/UX Strategy, Interaction Design, Application Security, Authentications, Human Centered Design, Security Strategy, Usability Testing, Authorization (Computing), Security Controls, Multi-Factor Authentication, Security Awareness, Computer Security Awareness Training, Cybersecurity, Safety Standards, Information Privacy

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    A

    American Museum of Natural History

    Ecology: Ecosystem Dynamics and Conservation

    Skills you'll gain: Environment, Systems Thinking, Environmental Science, Natural Resource Management, Environmental Resource Management, Biology, Sustainable Development, Environmental Engineering and Restoration, Case Studies, Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    3.4K reviews

    Intermediate · Course · 1 - 3 Months

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    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, Bash (Scripting Language), Event Monitoring, Security Controls, Cybersecurity, Debugging, File I/O, Linux, SQL

    4.9
    Rating, 4.9 out of 5 stars
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    7.3K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    I

    IBM

    SEO Mastery: From Fundamentals to GenAI and GEO Strategies

    Skills you'll gain: Prompt Engineering, Web Analytics and SEO, Search Engine Optimization, Search Engine Marketing, AI Enablement, Generative AI, Marketing Strategy and Techniques, Blogs, Digital Marketing, Content Marketing, Content Creation, Web Content, Semantic Web, Keyword Research, Content Strategy, Growth Strategies, Artificial Intelligence, Web Analytics, Competitive Analysis, Performance Measurement

    4.7
    Rating, 4.7 out of 5 stars
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    29 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    D

    DeepLearning.AI

    AI and Climate Change

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Image Analysis, Environmental Monitoring, Convolutional Neural Networks, Artificial Intelligence, Climate Change Mitigation, Artificial Neural Networks, Forecasting, Computer Vision, Predictive Modeling, Data Preprocessing, Environmental Science, Supervised Learning

    4.8
    Rating, 4.8 out of 5 stars
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    139 reviews

    Beginner · Course · 1 - 4 Weeks

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    I

    IBM

    RAG for Generative AI Applications

    Skills you'll gain: Prompt Engineering, LangChain, Retrieval-Augmented Generation, LLM Application, Generative AI, Vector Databases, AI Workflows, Embeddings, User Interface (UI), UI Components, Application Development, Semantic Web, Database Systems, Model Evaluation, Databases, Data Storage Technologies, NoSQL, AI Enablement, Large Language Modeling, Flask (Web Framework)

    4.6
    Rating, 4.6 out of 5 stars
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    478 reviews

    Intermediate · Specialization · 1 - 3 Months

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    U

    Universidad Austral

    Estrategia Empresarial

    Skills you'll gain: New Business Development, Business Strategy, Competitive Analysis, Strategic Thinking, Business Strategies, Business Development, Market Dynamics, Business Planning, Business, Corporate Strategy, Innovation, Competitive Intelligence, Strategic Leadership, Business Priorities, Growth Strategies, Market Analysis, Business Modeling, Value Propositions, Business Administration, Product Strategy

    4.8
    Rating, 4.8 out of 5 stars
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    507 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Sleep: Neurobiology, Medicine, and Society: University of Michigan
  • Data Science Fundamentals: University of California, Irvine
  • Mathematics for Machine Learning: Multivariate Calculus: Imperial College London
  • Artificial Intelligence on Microsoft Azure: Microsoft
  • AWS Generative AI Lab Series: Amazon Web Services
  • Human-Centered Security: Designing Usable & Safe Systems: Packt
  • Ecology: Ecosystem Dynamics and Conservation: American Museum of Natural History
  • Ciberseguridad de Google: Google
  • SEO Mastery: From Fundamentals to GenAI and GEO Strategies: IBM
  • AI and Climate Change: DeepLearning.AI

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