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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


  • Status: Preview
    Preview
    L

    LearnQuest

    AI 알고리즘 모델과 한계점

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Machine Learning Algorithms, Machine Learning, Algorithms, Responsible AI, Data Ethics, Supervised Learning, Statistical Modeling, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Training Programs, Ethical Standards And Conduct

    4.3
    Rating, 4.3 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Medical Insurance Premium Prediction with Machine Learning

    Skills you'll gain: Data Visualization, Keras (Neural Network Library), Artificial Neural Networks, Interactive Data Visualization, Predictive Modeling, Tensorflow, Applied Machine Learning, Feature Engineering, Data Science, Predictive Analytics, Data Manipulation, Machine Learning, Data Cleansing, Supervised Learning, Regression Analysis, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    26 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    Universitat de Barcelona

    Estrategias para ganar. Meteorología en la vuelta al mundo

    Skills you'll gain: Telecommunications, Physical Science, Time Series Analysis and Forecasting, Climate Change Adaptation, Safety Assurance, Global Positioning Systems, Communication Systems, Mathematical Modeling, Electronic Systems

    4.7
    Rating, 4.7 out of 5 stars
    ·
    180 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Infosec

    Python for Command-and-control, Exfiltration and Impact

    Skills you'll gain: Threat Modeling, Cyber Operations, Threat Detection, Exploit development, Cybersecurity, Scripting, IT Automation, Command-Line Interface, Python Programming, Encryption, Network Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    40 reviews

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Vector Search and Embeddings

    Skills you'll gain: LLM Application, Semantic Web, Generative AI, Large Language Modeling, Natural Language Processing, Text Mining, Google Cloud Platform, Web Analytics and SEO

    4.2
    Rating, 4.2 out of 5 stars
    ·
    19 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    É

    École Polytechnique

    Mécanique quantique

    Skills you'll gain: Physics, Mechanics, Semiconductors, Linear Algebra, Probability, Calculus, Differential Equations, Engineering, Scientific, and Technical Instruments, Advanced Mathematics, Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    153 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    D

    DeepLearning.AI

    Knowledge Graphs for RAG

    Skills you'll gain: LangChain, Large Language Modeling, Query Languages, Data Storage, Semantic Web, Unstructured Data, Graph Theory, Text Mining

    4.7
    Rating, 4.7 out of 5 stars
    ·
    88 reviews

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Homeland Security & Cybersecurity Connection - It's Not About the Terrorists

    Skills you'll gain: Infrastructure Security, Public Safety and National Security, Cybersecurity, Cyber Attacks, Cyber Security Policies, Security Strategy, Threat Modeling, Policty Analysis, Research, and Development, World History, Risk Management Framework

    4.7
    Rating, 4.7 out of 5 stars
    ·
    383 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Digital Technology in Manufacturing

    Skills you'll gain: Product Lifecycle Management, Embedded Systems, Embedded Software, Manufacturing and Production, Manufacturing Processes, Robotic Process Automation, Control Systems, Computer-Aided Design, Programmable Logic Controllers, Automation, Internet Of Things, Production Process, Cyber Engineering, Digital Transformation, Engineering Analysis, C (Programming Language), Computer Engineering, Enterprise Resource Planning, Industrial Engineering, Geometric Dimensioning And Tolerancing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    24 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    P

    Peking University

    面向对象技术高级课程(The Advanced Object-Oriented Technology)

    Skills you'll gain: Object Oriented Design, Unified Modeling Language, System Design and Implementation, Software Development, Software Engineering, Object Oriented Programming (OOP), Software Design, Software Design Patterns, Maintainability, Software Development Methodologies, Software Architecture, Systems Analysis, Requirements Analysis, Data Modeling

    4.5
    Rating, 4.5 out of 5 stars
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    12 reviews

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    A

    Amazon

    Application Development

    Skills you'll gain: Git (Version Control System), Software Development Methodologies, Requirements Analysis, Version Control, Application Development, Software Development Life Cycle, Agile Software Development, Unified Modeling Language, Software Testing, JUnit, Agile Methodology, Spring Framework, Maintainability, Debugging, Java, Software Design Patterns, Technical Design, Unit Testing, User Interface (UI) Design

    4.8
    Rating, 4.8 out of 5 stars
    ·
    35 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Customer Data Analytics for Marketers

    Skills you'll gain: Marketing Analytics, Probability & Statistics, Statistical Methods, Regression Analysis, Data-Driven Decision-Making, Data Ethics, Statistical Analysis, Marketing Effectiveness, Statistical Hypothesis Testing, Customer Insights, Customer Analysis, Correlation Analysis, Descriptive Statistics, Data Analysis, Analytics, Marketing Strategies, Exploratory Data Analysis, Statistical Visualization, Statistical Modeling

    4.9
    Rating, 4.9 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • AI 알고리즘 모델과 한계점: LearnQuest
  • Medical Insurance Premium Prediction with Machine Learning: Coursera
  • Estrategias para ganar. Meteorología en la vuelta al mundo: Universitat de Barcelona
  • Python for Command-and-control, Exfiltration and Impact: Infosec
  • Vector Search and Embeddings: Google Cloud
  • Mécanique quantique: École Polytechnique
  • Knowledge Graphs for RAG: DeepLearning.AI
  • Homeland Security & Cybersecurity Connection - It's Not About the Terrorists: University of Colorado System
  • Digital Technology in Manufacturing: L&T EduTech
  • 面向对象技术高级课程(The Advanced Object-Oriented Technology): Peking University

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