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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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    Starweaver

    Launching Your Online Business: Strategies for Success

    Skills you'll gain: Business Planning, Customer Support, Strategic Planning, Business Strategy, E-Commerce, Business Modeling, Digital Marketing, Entrepreneurship, New Business Development, Marketing Strategies, Competitive Analysis, Operations Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Prompt Engineering in Python, with GPT, and the OpenAI API

    Skills you'll gain: Multimodal Prompts, OpenAI API, ChatGPT, JSON, Large Language Modeling, Python Programming, Text Mining, Data Validation, Unstructured Data

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Colorado Boulder

    Phases of Matter: Solid, Liquid, Gas and Beyond

    Skills you'll gain: Physics, Physical Science, Materials science, Chemistry, Mechanics, Mathematical Modeling, Computational Thinking, Simulations, Applied Mathematics

    4.8
    Rating, 4.8 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

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    Codio

    Select Topics in Python: Natural Language Processing

    Skills you'll gain: Text Mining, Large Language Modeling, Natural Language Processing, Data Processing, LLM Application, Python Programming

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado Boulder

    Statistics and Data Analysis with Excel, Part 2

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Analysis, Sampling (Statistics), Statistical Methods, Microsoft Excel, Probability & Statistics, Data Analysis, Regression Analysis, Statistical Inference, Probability Distribution, Statistical Modeling

    5
    Rating, 5 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    8 Most Controversial Terms in AI, Explained

    Skills you'll gain: Artificial Intelligence, Responsible AI, Generative AI, Open Source Technology, Large Language Modeling, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
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    31 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    GenAI Summarization with Langchain: Summarize Text Documents

    Skills you'll gain: LangChain, LLM Application, Large Language Modeling, Prompt Engineering, Generative AI, OpenAI, Application Development, Web Applications, Python Programming, Web Development, User Interface (UI)

    3.4
    Rating, 3.4 out of 5 stars
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    11 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Politecnico di Milano

    Circular business models fostering sustainability

    Skills you'll gain: Sustainable Business, Business Modeling, Corporate Sustainability, Business Transformation, Environment and Resource Management, Business Technologies, Finance, Policy Development, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 3 Months

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    L&T EduTech

    AI Principles with Edge Computing

    Skills you'll gain: Artificial Intelligence, Internet Of Things, Unsupervised Learning, Python Programming, Deep Learning, Machine Learning, Convolutional Neural Networks, Image Analysis, Artificial Neural Networks, Reinforcement Learning, Data Preprocessing, Natural Language Processing, Model Evaluation

    Intermediate · Course · 1 - 3 Months

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    University of California, Santa Cruz

    Bayesian Statistics: Capstone Project

    Skills you'll gain: Bayesian Statistics, Technical Communication, Data Presentation, R Programming, Statistical Analysis, Statistical Modeling, Data Analysis, Time Series Analysis and Forecasting, Statistical Inference, Sampling (Statistics), Model Evaluation, Probability Distribution

    4.2
    Rating, 4.2 out of 5 stars
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    6 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Real Madrid Graduate School Universidad Europea

    IA en el Deporte: El Enfoque de un Club

    Skills you'll gain: Artificial Intelligence, Performance Analysis, Automation, Augmented and Virtual Reality (AR/VR), Technology Strategies, Personalized Service, Innovation, Internet Of Things, Machine Learning, Digital Transformation, Deep Learning, Analytical Skills, Predictive Analytics, Big Data, Health Technology, Ethical Standards And Conduct, Data Analysis, Natural Language Processing, Data Security, User Experience

    4.8
    Rating, 4.8 out of 5 stars
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    6 reviews

    Beginner · Specialization · 3 - 6 Months

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    LearnQuest

    Designing Information System Security Architectures

    Skills you'll gain: Threat Modeling, Incident Response, IT Security Architecture, Secure Coding, Application Security, Identity and Access Management, Information Systems Security Assessment Framework (ISSAF), Security Testing, Continuous Monitoring, Information Systems Security, Network Security, Computer Security Incident Management, Security Strategy, Zero Trust Network Access, Security Awareness, Security Information and Event Management (SIEM), Risk Management Framework, Security Requirements Analysis, Cybersecurity, Enterprise Architecture

    4.1
    Rating, 4.1 out of 5 stars
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    7 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Launching Your Online Business: Strategies for Success: Starweaver
  • Prompt Engineering in Python, with GPT, and the OpenAI API: Packt
  • Phases of Matter: Solid, Liquid, Gas and Beyond: University of Colorado Boulder
  • Select Topics in Python: Natural Language Processing: Codio
  • Statistics and Data Analysis with Excel, Part 2: University of Colorado Boulder
  • 8 Most Controversial Terms in AI, Explained: Coursera
  • GenAI Summarization with Langchain: Summarize Text Documents: Coursera
  • Circular business models fostering sustainability: Politecnico di Milano
  • AI Principles with Edge Computing: L&T EduTech
  • Bayesian Statistics: Capstone Project: University of California, Santa Cruz

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