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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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    H

    H2O.ai

    Practical Machine Learning on H2O

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Deep Learning, Autoencoders, Anomaly Detection, Applied Machine Learning, Machine Learning, Supervised Learning, Decision Tree Learning, Predictive Modeling, Classification Algorithms, Data Preprocessing, Random Forest Algorithm, Data Manipulation, Feature Engineering, Dimensionality Reduction

    4.5
    Rating, 4.5 out of 5 stars
    ·
    74 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    M

    Michigan State University

    Launch Strategy: 5 Steps to Capstone Experience

    Skills you'll gain: Customer Acquisition Management, Business Planning, Entrepreneurship, Business Modeling, Resource Management, Sales Strategy, Plan Execution, New Business Development, Business Strategy, Customer Engagement, Go To Market Strategy, Marketing, Innovation, Fundraising and Crowdsourcing, Budgeting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    131 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Mastering Geospatial Analysis with QGIS

    Skills you'll gain: Spatial Analysis, GIS Software, Spatial Data Analysis, Geospatial Mapping, Geographic Information Systems, Building Information Modeling, Data Manipulation, Global Positioning Systems, Network Analysis, Image Analysis, Data Import/Export, Unsupervised Learning, Software Installation, Supervised Learning, UI Components

    4
    Rating, 4 out of 5 stars
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    40 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    D

    Duke University

    Large Language Model Operations (LLMOps)

    Skills you'll gain: Prompt Engineering, Databricks, Large Language Modeling, Model Deployment, LLM Application, Generative AI, Performance Analysis, Retrieval-Augmented Generation, Apache Airflow, Workflow Management, Hugging Face, Amazon Bedrock, Vector Databases, Data Lakes, ChatGPT, Extract, Transform, Load, OpenAI, MLOps (Machine Learning Operations), OpenAI API, Scalability

    4.4
    Rating, 4.4 out of 5 stars
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    274 reviews

    Beginner · Specialization · 3 - 6 Months

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    Microsoft

    AI and Machine Learning Algorithms and Techniques

    Skills you'll gain: Unsupervised Learning, Generative AI, Large Language Modeling, Supervised Learning, Deep Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Reinforcement Learning, Predictive Modeling, Machine Learning Algorithms, Artificial Neural Networks, Feature Engineering, Unstructured Data, Model Evaluation, Convolutional Neural Networks, Data Preprocessing, Dimensionality Reduction, Model Deployment

    4.7
    Rating, 4.7 out of 5 stars
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    58 reviews

    Intermediate · Course · 1 - 3 Months

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    U

    University of Michigan

    Generative AI Essentials: Overview and Impact

    Skills you'll gain: Generative AI, ChatGPT, Large Language Modeling, Prompt Engineering, Responsible AI, Data Ethics, Artificial Intelligence, Machine Learning, Liberal Arts, Social Impact, Business Economics, Culture, Business Ethics, Law, Regulation, and Compliance, Intellectual Property

    4.7
    Rating, 4.7 out of 5 stars
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    317 reviews

    Beginner · Course · 1 - 4 Weeks

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    Stanford University

    The AI Awakening: Implications for the Economy and Society

    Skills you'll gain: Generative AI, Workforce Development, OpenAI, Socioeconomics, Digital Transformation, AI Product Strategy, Artificial Intelligence, Responsible AI, Automation, Large Language Modeling, Economics, Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
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    121 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    S

    SkillUp

    IT Systems Design and Analysis 

    Skills you'll gain: Systems Design, Business Process Modeling, Data Flow Diagrams (DFDs), Systems Analysis, Data Modeling, Digital Transformation, Business Process, Risk Management, Workflow Management, Systems Architecture, Business Analysis, Solution Design, Enterprise Resource Planning, Information Technology, Process Flow Diagrams, Prototyping, Computer Science, Agile Methodology, Product Lifecycle Management, Business Communication

    4.9
    Rating, 4.9 out of 5 stars
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    15 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    Universidad Nacional Autónoma de México

    Control automático: La tecnología invisible

    Skills you'll gain: Control Systems, Mathematical Modeling, Engineering Calculations, Automation, Applied Mathematics, Predictive Modeling, Systems Design, Systems Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    358 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Virginia Darden School Foundation

    Generative AI in Marketing

    Skills you'll gain: Large Language Modeling, Customer Insights, ChatGPT, Branding, Design Thinking, Keyword Research, Search Engine Marketing, Pay Per Click Advertising, Brand Awareness, Brand Strategy, Digital Marketing, Marketing Design, Generative AI, Customer experience strategy (CX), Marketing Management, Marketing Strategy and Techniques, Personalized Service, Prompt Engineering, AI Personalization, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
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    152 reviews

    Beginner · Specialization · 1 - 3 Months

  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Introduction to Basic Vibrations

    Skills you'll gain: Vibrations, Mechanics, Mechanical Engineering, Engineering Analysis, Control Systems, Engineering Calculations, Differential Equations, Mathematical Modeling, Applied Mathematics

    4.6
    Rating, 4.6 out of 5 stars
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    522 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Scikit-Learn to Solve Regression Machine Learning Problems

    Skills you'll gain: Scikit Learn (Machine Learning Library), Predictive Modeling, Regression Analysis, Machine Learning Algorithms, Applied Machine Learning, Predictive Analytics, Python Programming, Classification Algorithms, Machine Learning, Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    8 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Practical Machine Learning on H2O: H2O.ai
  • Launch Strategy: 5 Steps to Capstone Experience: Michigan State University
  • Mastering Geospatial Analysis with QGIS: L&T EduTech
  • Large Language Model Operations (LLMOps): Duke University
  • AI and Machine Learning Algorithms and Techniques: Microsoft
  • Generative AI Essentials: Overview and Impact: University of Michigan
  • The AI Awakening: Implications for the Economy and Society: Stanford University
  • IT Systems Design and Analysis : SkillUp
  • Control automático: La tecnología invisible : Universidad Nacional Autónoma de México
  • Generative AI in Marketing: University of Virginia Darden School Foundation

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