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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

    Comprehensive Relative Valuation Training

    Skills you'll gain: Business Valuation, Financial Modeling, Benchmarking, Financial Statement Analysis, Return On Investment, Financial Analysis, Financial Data, Investment Management, Equities, Financial Statements, Cash Flows

    Mixed · Course · 1 - 3 Months

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    Infosec

    CISSP Domain 6: Security Assessment and Testing

    Skills you'll gain: Security Testing, Continuous Monitoring, Cyber Security Assessment, Penetration Testing, Vulnerability Assessments, Intrusion Detection and Prevention, Vulnerability Scanning, Security Controls, White-Box Testing, Threat Detection, Threat Modeling

    Advanced · Course · 1 - 4 Weeks

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    EDUCBA

    R: Design & Evaluate Random Forests for Attrition

    Skills you'll gain: Model Evaluation, Data Preprocessing, Workforce Management, Advanced Analytics, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

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    Pearson

    SQL for Any IT Professional: Unit 1

    Skills you'll gain: Database Design, SQL, Relational Databases, Databases, Database Systems, Database Management, Data Modeling, Query Languages

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Large Language Models - Español

    Skills you'll gain: Large Language Modeling, Google Gemini, LLM Application, Generative AI, Prompt Engineering

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    Rating, 4.4 out of 5 stars
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    17 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Advanced 3D Printing with Fusion 360: Design Your Phone Case

    Skills you'll gain: Computer Graphics, 3D Assets, Visualization (Computer Graphics), Technical Design, Design Software, Prototyping, Functional Design, Usability

    Intermediate · Course · 1 - 3 Months

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    Pontificia Universidad Católica de Chile

    Fundamentos de sistemas recomendadores

    Skills you'll gain: AI Personalization, Model Evaluation, Predictive Modeling, Machine Learning, Machine Learning Software, Dimensionality Reduction, Machine Learning Algorithms, Text Mining

    4.7
    Rating, 4.7 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 3 Months

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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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    Google Cloud

    Üretken Yapay Zeka’ya Giriş

    Skills you'll gain: Responsible AI, Prompt Engineering, LLM Application, Large Language Modeling, Generative AI, Generative Model Architectures, Data Ethics, Google Gemini, Business Ethics, Artificial Intelligence, Prompt Engineering Tools, AI Product Strategy, Ethical Standards And Conduct, Governance, Deep Learning, Risk Analysis, Supervised Learning, Stakeholder Analysis

    Intermediate · Specialization · 1 - 3 Months

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    Duke University

    End to End LLMs with Azure

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Model Deployment, Prompt Patterns, Microsoft Azure, OpenAI API, Large Language Modeling, OpenAI, Application Deployment, Embeddings, Application Programming Interface (API), Scalability

    2.5
    Rating, 2.5 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    3D Models with Adobe Photoshop: Design a Pickleball Paddle

    Skills you'll gain: Graphic and Visual Design, Graphic Design, Graphic and Visual Design Software, Design, Adobe Photoshop, Creative Design, Typography, 3D Modeling, 3D Assets, Color Theory, Visualization (Computer Graphics), Color Matching, Computer Graphics, Computer Graphic Techniques

    Intermediate · Guided Project · Less Than 2 Hours

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    Board Infinity

    Machine Learning Fundamentals for Java Developers

    Skills you'll gain: Classification Algorithms, Data Preprocessing, Model Deployment, Model Evaluation, Decision Tree Learning, Regression Analysis, Logistic Regression

    Beginner · Course · 1 - 4 Weeks

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

  • Comprehensive Relative Valuation Training: EDUCBA
  • CISSP Domain 6: Security Assessment and Testing: Infosec
  • R: Design & Evaluate Random Forests for Attrition: EDUCBA
  • SQL for Any IT Professional: Unit 1: Pearson
  • Introduction to Large Language Models - Español: Google Cloud
  • Advanced 3D Printing with Fusion 360: Design Your Phone Case: Packt
  • Fundamentos de sistemas recomendadores: Pontificia Universidad Católica de Chile
  • Mastering NLP: Tokenization, Sentiment Analysis & Neural MT: Edureka
  • Üretken Yapay Zeka’ya GiriÅŸ: Google Cloud
  • End to End LLMs with Azure: Duke University

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