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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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    EDUCBA

    Master Deferred Tax: Analyze, Apply & Evaluate Concepts

    Skills you'll gain: Accounting, Reconciliation, Tax Compliance, Specialized Accounting, Income Tax, Income Statement, Technical Accounting, Corporate Tax, Balance Sheet

    Intermediate · Course · 1 - 4 Weeks

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    Alberta Machine Intelligence Institute

    Generative AI Fundamentals

    Skills you'll gain: Prompt Engineering, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, Generative AI Agents, LangChain, Large Language Modeling, Vision Transformer (ViT), ChatGPT, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Model Deployment, OpenAI API, Google Cloud Platform, Open Source Technology, Embeddings, Machine Learning, Python Programming, Probability & Statistics

    Intermediate · Specialization · 1 - 3 Months

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    Edureka

    Cyber Threats and Network Security Foundations

    Skills you'll gain: Cyber Threat Intelligence, MITRE ATT&CK Framework, Network Security, Cyber Threat Hunting, Threat Modeling, Threat Detection, Cybersecurity, Threat Management, Cyber Security Assessment, Operating System Administration, Cyber Attacks, Hardening, Intrusion Detection and Prevention, Cyber Engineering, Malware Protection, Vulnerability Management, Vulnerability Assessments, Incident Response, Network Monitoring, Incident Management

    Beginner · Course · 1 - 4 Weeks

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    Knowledge Accelerators

    Microsoft 365 Copilot: Boost Productivity & Build Agents

    Skills you'll gain: Microsoft Copilot, Microsoft 365, Microsoft Teams, Productivity Software, Microsoft Power Platform, Workflow Management, Team Building, Generative AI Agents, Document Management, Generative AI, Ethical Standards And Conduct, Language Interpretation, Translation, and Studies, Microsoft Excel, Business Correspondence, Presentations, Prioritization, Business Writing, Productivity, Microsoft PowerPoint, Business Communication

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Real-world End to End Machine Learning Ops on Google Cloud

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Generative AI, Model Deployment, Cloud Management, Kubernetes, Large Language Modeling, CI/CD, Cloud Deployment, Machine Learning Methods, Continuous Deployment, Tensorflow, Model Evaluation, Apache Airflow, AI Workflows, Continuous Integration, Feature Engineering, Containerization, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    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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    Packt

    Cybersecurity Essentials - From Zero to Secure

    Skills you'll gain: Cybersecurity, Endpoint Security, Network Security, Cyber Attacks, Encryption, Information Systems Security, Application Security, Cyber Security Policies, Penetration Testing, Data Security, Computer Security Awareness Training, Firewall, Cryptography, Security Controls, Threat Modeling, Intrusion Detection and Prevention, Security Awareness, Mobile Security, Malware Protection, Authentications

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Google

    The Nuts and Bolts of Machine Learning

    Skills you'll gain: Feature Engineering, Model Evaluation, Applied Machine Learning, Advanced Analytics, Analytics, Statistical Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Unsupervised Learning, Machine Learning Algorithms, Workflow Management, Data Ethics, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Decision Tree Learning, Verification And Validation, Python Programming, Classification Algorithms, Performance Tuning

    4.8
    Rating, 4.8 out of 5 stars
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    592 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    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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    Coursera

    Strategic AI Governance

    Skills you'll gain: Responsible AI, Threat Modeling, MLOps (Machine Learning Operations), Security Testing, Secure Coding, Cost Management, Data Ethics, Data Governance, Experimentation, Prompt Engineering, Application Security, CI/CD, Automation, Financial Forecasting, Compliance Management, Governance, Technical Documentation, Vulnerability Assessments, Risk Management, Stakeholder Communications

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Google Cloud

    Introduction to Trading, Machine Learning & GCP

    Skills you'll gain: Machine Learning Methods, Model Evaluation, Machine Learning, Google Cloud Platform, Machine Learning Algorithms, Applied Machine Learning, Supervised Learning, Time Series Analysis and Forecasting, Financial Trading, Deep Learning, Statistical Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Securities Trading, Technical Analysis, Cloud Platforms, Model Deployment, Predictive Modeling, Financial Forecasting, Finance

    4
    Rating, 4 out of 5 stars
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    892 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Caltech

    The Evolving Universe

    Skills you'll gain: Physical Science, Physics, General Science and Research, Systems Of Measurement, Mathematical Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    840 reviews

    Mixed · Course · 1 - 3 Months

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

  • Master Deferred Tax: Analyze, Apply & Evaluate Concepts: EDUCBA
  • Generative AI Fundamentals: Alberta Machine Intelligence Institute
  • Cyber Threats and Network Security Foundations: Edureka
  • Microsoft 365 Copilot: Boost Productivity & Build Agents: Knowledge Accelerators
  • Real-world End to End Machine Learning Ops on Google Cloud: Packt
  • Estrategia Empresarial: Universidad Austral
  • Cybersecurity Essentials - From Zero to Secure: Packt
  • The Nuts and Bolts of Machine Learning: Google
  • Ciberseguridad de Google: Google
  • Strategic AI Governance: Coursera

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