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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.


More to explore:

Popular Predictive Modeling Courses and Certifications


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    Edureka

    Generative AI's Applications in Marketing Analytics

    Skills you'll gain: Marketing Management, Case Studies, Data Preprocessing, Artificial Intelligence, Emerging Technologies, Exploratory Data Analysis

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado System

    Systems Engineering Fundamentals

    Skills you'll gain: Systems Engineering, Requirements Analysis, Requirements Elicitation, Systems Development Life Cycle, Configuration Management, Engineering Management, Waterfall Methodology, Functional Requirement, Systems Analysis, Project Management, Risk Management, Systems Architecture, System Requirements, Interoperability

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Board Infinity

    Key Industry 4.0 Technologies in Manufacturing - 1

    Skills you'll gain: Internet Of Things, Robotics, Manufacturing Processes, Automation, Manufacturing and Production, Production Process, 3D Modeling, Robotic Process Automation, Innovation, Computer-Aided Design, Emerging Technologies, Digital Transformation, Real Time Data, Simulation and Simulation Software

    4.4
    Rating, 4.4 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 4 Weeks

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    L&T EduTech

    Geospatial Information Technology Essentials

    Skills you'll gain: Geospatial Information and Technology, Spatial Analysis, Geographic Information Systems, GIS Software, Database Management, ArcGIS, Global Positioning Systems, Decision Support Systems, Data Modeling, Open Source Technology, Web Applications, Mobile Development

    4.3
    Rating, 4.3 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 3 Months

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    University of Colorado Boulder

    Frozen in the Ice: Exploring the Arctic

    Skills you'll gain: Climate Change Programs, Environment, Systems Thinking, Cultural Sensitivity, Geographic Information Systems, Climate Change Adaptation, Hydrology, Environmental Monitoring, International Relations, Mathematical Modeling, Physical Science, Environmental Science, Biology, Scientific Methods, Physics, Research, Data Collection, Chemistry

    4.9
    Rating, 4.9 out of 5 stars
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    20 reviews

    Beginner · Course · 1 - 3 Months

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    Johns Hopkins University

    Foundations of Probability and Random Variables

    Skills you'll gain: R Programming, Statistical Analysis, Statistical Programming, Data Analysis, Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Applied Mathematics, Data Science, Computational Thinking, Simulations

    Intermediate · Course · 1 - 3 Months

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    National Taiwan University

    商管統計資料分析一 (Analytics for Business and Management (I))

    Skills you'll gain: Exploratory Data Analysis, Regression Analysis, R Programming, Statistical Analysis, Statistical Modeling, Business Analytics, Analytics, Data Analysis, Statistics, Statistical Methods, Feature Engineering, Statistical Inference, Data Transformation, Model Evaluation

    Intermediate · Course · 1 - 3 Months

  • Status: Free
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    C

    Coursera

    Build an expense tracker app in Django

    Skills you'll gain: Django (Web Framework), Web Applications, Back-End Web Development, Expense Management, Application Development, Database Application, Data Visualization, Business Process Automation, Chart.js, Python Programming, Data Modeling, Data Security, GitHub, Javascript, Git (Version Control System)

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    Starweaver

    ChatGPT (and other AI) for Product Management & Innovation

    Skills you'll gain: AI Product Strategy, Google Gemini, ChatGPT, Product Management, Generative AI, AI Enablement, Agile Product Development, Microsoft Copilot, Market Intelligence, Competitive Analysis, Market Research, User Story, Product Strategy, Prompt Engineering, Competitive Intelligence, Business Strategy, Business Modeling

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Advanced Tokenization and Sentiment Analysis

    Skills you'll gain: Natural Language Processing, Data Ethics, Responsible AI, Text Mining, Large Language Modeling, Model Evaluation, Embeddings, Data Preprocessing, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Time Series Analysis and Forecasting, Data Analysis, Unstructured Data, Data Cleansing, Data Processing, Classification Algorithms, Deep Learning, Machine Learning Methods, Unified Modeling Language, Machine Learning Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Artificial Intelligence in Social Media Analytics

    Skills you'll gain: Social Network Analysis, Machine Learning, Natural Language Processing, Text Mining, Network Analysis, Analytics, Data Preprocessing, Unstructured Data, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
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    DeepLearning.AI

    Evaluating and Debugging Generative AI

    Skills you'll gain: MLOps (Machine Learning Operations), Large Language Modeling, Jupyter, AI Workflows, Data Store, Version Control, Metadata Management

    4.8
    Rating, 4.8 out of 5 stars
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    8 reviews

    Intermediate · Project · Less Than 2 Hours

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

  • Generative AI's Applications in Marketing Analytics: Edureka
  • Systems Engineering Fundamentals: University of Colorado System
  • Key Industry 4.0 Technologies in Manufacturing - 1: Board Infinity
  • Geospatial Information Technology Essentials: L&T EduTech
  • Frozen in the Ice: Exploring the Arctic: University of Colorado Boulder
  • Foundations of Probability and Random Variables: Johns Hopkins University
  • 商管統計資料分析一 (Analytics for Business and Management (I)): National Taiwan University
  • Build an expense tracker app in Django: Coursera
  • ChatGPT (and other AI) for Product Management & Innovation: Starweaver
  • Advanced Tokenization and Sentiment Analysis: Edureka

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