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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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    Packt

    Blender Beginners Masterclass - The Cookie Factory

    Skills you'll gain: Motion Graphics, Technical Design, Performance Tuning, Virtual Environment, Blended Learning, Layout Design

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    University of Illinois Urbana-Champaign

    Mastering Money: Risk, Wealth, and Our Economy

    Skills you'll gain: Insurance, Portfolio Risk, Supply And Demand, Insurance Policies, Risk Management, Investments, Wealth Management, Risk Management Framework, Portfolio Management, Market Dynamics, Financial Planning, Investment Management, Finance, Economics, Asset Management, Financial Management, Economic Development, Behavioral Economics, Cost Benefit Analysis, Business Economics

    4.8
    Rating, 4.8 out of 5 stars
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    3.3K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    University of Pennsylvania

    AI Applications in People Management

    Skills you'll gain: People Analytics, HR Tech, Responsible AI, Human Resources, Data-Driven Decision-Making, People Management, Artificial Intelligence, Employee Engagement, Machine Learning, Employee Retention, Predictive Analytics, Blockchain

    4.7
    Rating, 4.7 out of 5 stars
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    313 reviews

    Mixed · Course · 1 - 4 Weeks

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    Duke University

    Introduction to Probability and Data with R

    Skills you'll gain: Sampling (Statistics), Exploratory Data Analysis, R (Software), Statistical Inference, Probability Distribution, Bayesian Statistics, R Programming, Data Analysis, Probability, Statistics, Statistical Analysis, Descriptive Statistics

    4.7
    Rating, 4.7 out of 5 stars
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    5.8K reviews

    Beginner · Course · 1 - 3 Months

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    U

    University of Colorado Boulder

    Power Electronics

    Skills you'll gain: Power Electronics, Control Systems, USB, Electronic Systems, Simulations, Engineering Documentation, Semiconductors, Electrical Engineering, Engineering Design Process, Electrical Systems, Electronic Components, Electrical Power, Hardware Design, Electronics, Technical Communication, Electronics Engineering, electromagnetics, Electric Power Systems, Simulation and Simulation Software, Design Specifications

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    4.3K reviews

    Intermediate · Specialization · 3 - 6 Months

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    Stanford University

    Understanding Einstein: The Special Theory of Relativity

    Skills you'll gain: Physics, Timelines, Verification And Validation, Scientific Methods, Research, Experimentation, Mathematical Modeling, Systems Of Measurement

    4.9
    Rating, 4.9 out of 5 stars
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    3.2K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Imperial College London

    Mathematics for Machine Learning

    Skills you'll gain: Linear Algebra, Dimensionality Reduction, NumPy, Regression Analysis, Calculus, Applied Mathematics, Data Preprocessing, Unsupervised Learning, Feature Engineering, Machine Learning Algorithms, Jupyter, Advanced Mathematics, Statistics, Artificial Neural Networks, Algorithms, Mathematical Modeling, Python Programming, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
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    15K reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Virginia

    Digital Product Management: Modern Fundamentals

    Skills you'll gain: New Product Development, Product Management, Innovation, Product Improvement, Customer Insights, Design and Product, Product Roadmaps, Design Thinking, Stakeholder Engagement, Customer Engagement, Agile Methodology, Data-Driven Decision-Making, Web Analytics, Business Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    5.4K reviews

    Beginner · Course · 1 - 4 Weeks

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    T

    The University of Sydney

    Introduction to Calculus

    Skills you'll gain: Calculus, Integral Calculus, Algebra, Advanced Mathematics, Geometry, Engineering Calculations, Trigonometry, Arithmetic, Derivatives, Mathematical Modeling, Graphing, Estimation

    4.8
    Rating, 4.8 out of 5 stars
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    3.9K reviews

    Intermediate · Course · 1 - 3 Months

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    Duke University

    Introduction to Machine Learning

    Skills you'll gain: PyTorch (Machine Learning Library), Logistic Regression, Transfer Learning, Reinforcement Learning, Convolutional Neural Networks, Deep Learning, Image Analysis, Applied Machine Learning, Natural Language Processing, Machine Learning, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Supervised Learning, Unsupervised Learning, Python Programming, Computer Vision, Medical Imaging

    4.7
    Rating, 4.7 out of 5 stars
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    3.8K reviews

    Intermediate · Course · 1 - 3 Months

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    SAS

    Four Rare Machine Learning Skills All Data Scientists Need

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Marketing Analytics, Statistical Machine Learning, Machine Learning, Data Science, Applied Machine Learning, Model Evaluation, Statistical Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    9 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    Innovation: From Creativity to Entrepreneurship

    Skills you'll gain: Entrepreneurship, Strategic Decision-Making, Innovation, Creativity, Team Management, Creative Problem-Solving, Ideation, Technology Strategies, Creative Thinking, Business Modeling, Strategic Thinking, Value Propositions, Collaboration, Business Planning, Strategic Planning, Cognitive flexibility, Entrepreneurial Finance, Open Mindset, Leadership, New Product Development

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    3.8K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Blender Beginners Masterclass - The Cookie Factory: Packt
  • Mastering Money: Risk, Wealth, and Our Economy: University of Illinois Urbana-Champaign
  • AI Applications in People Management : University of Pennsylvania
  • Introduction to Probability and Data with R: Duke University
  • Power Electronics: University of Colorado Boulder
  • Understanding Einstein: The Special Theory of Relativity: Stanford University
  • Mathematics for Machine Learning: Imperial College London
  • Digital Product Management: Modern Fundamentals: University of Virginia
  • Introduction to Calculus: The University of Sydney
  • Introduction to Machine Learning: Duke University

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