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    • Predictive Modeling

    Predictive Modeling Courses Online

    Master predictive modeling for forecasting and decision-making. Learn to build and validate models using statistical techniques and machine learning.

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    Explore the Predictive Modeling Course Catalog

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM Introduction to Machine Learning

      Skills you'll gain: Unsupervised Learning, Feature Engineering, Supervised Learning, Classification And Regression Tree (CART), Data Analysis, Data Cleansing, Exploratory Data Analysis, Regression Analysis, Dimensionality Reduction, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Data Science, Artificial Intelligence, Applied Machine Learning, Statistical Analysis, Statistical Machine Learning, Data Transformation, Predictive Modeling, Machine Learning, Statistical Modeling

      4.6
      Rating, 4.6 out of 5 stars
      ·
      3K reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      S

      Stanford University

      Probabilistic Graphical Models 2: Inference

      Skills you'll gain: Bayesian Network, Sampling (Statistics), Statistical Inference, Machine Learning Methods, Markov Model, Graph Theory, Probability & Statistics, Algorithms, Probability Distribution, Computational Thinking

      4.6
      Rating, 4.6 out of 5 stars
      ·
      488 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Executive Data Science

      Skills you'll gain: Exploratory Data Analysis, Data Management, Data Analysis, Team Building, Data Presentation, Statistical Modeling, Statistical Inference, Data Literacy, Statistical Methods, Recruitment, Big Data, Leadership, Team Leadership, Analytical Skills, Team Management, Technical Communication, Data Cleansing, Data Science, Data Manipulation, Communication

      4.5
      Rating, 4.5 out of 5 stars
      ·
      11K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      AI For Business

      Skills you'll gain: AI Personalization, Machine Learning Methods, HR Tech, Data Ethics, Large Language Modeling, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Big Data, Data Governance, Applied Machine Learning, Machine Learning, Human Resources, Analytics, Risk Modeling, Artificial Intelligence, Credit Risk, Customer Engagement, Governance, Business Transformation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.5K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      T

      The University of Sydney

      Introduction to Calculus

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

      4.8
      Rating, 4.8 out of 5 stars
      ·
      3.9K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of California San Diego

      Introduction to Discrete Mathematics for Computer Science

      Skills you'll gain: Graph Theory, Combinatorics, Computational Logic, Computational Thinking, Probability, Theoretical Computer Science, Logical Reasoning, Deductive Reasoning, Cryptography, Probability & Statistics, Public Key Cryptography Standards (PKCS), Arithmetic, Algorithms, Mathematical Modeling, Network Analysis, Encryption, Data Structures, Mathematical Theory & Analysis, Operations Research, Computer Security

      4.5
      Rating, 4.5 out of 5 stars
      ·
      3.7K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Virginia

      Digital Product Management: Modern Fundamentals

      Skills you'll gain: Product Management, New Product Development, Product Lifecycle Management, Product Development, Product Improvement, Product Roadmaps, Customer Engagement, Innovation, Team Management, Agile Methodology, Management Training And Development, Design Thinking, Analysis, B2B Sales, Stakeholder Management, Marketing Analytics, Growth Strategies, Customer Insights, A/B Testing, Business Modeling

      4.7
      Rating, 4.7 out of 5 stars
      ·
      5.3K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Generative AI: Introduction and Applications

      Skills you'll gain: Generative AI, ChatGPT, Prompt Engineering, Artificial Intelligence, Large Language Modeling, Content Creation, Virtual Environment, Image Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      3K reviews

      Beginner · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Investment Risk Management

      Skills you'll gain: Portfolio Management, Risk Modeling, Investment Management, Risk Analysis, Risk Management, Financial Analysis, Finance, Return On Investment, Investments, Statistics

      4.4
      Rating, 4.4 out of 5 stars
      ·
      2K reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Toronto

      Self-Driving Cars

      Skills you'll gain: Computer Vision, Image Analysis, Automation, Software Architecture, Simulation and Simulation Software, Deep Learning, Control Systems, Hardware Architecture, Estimation, Safety Assurance, Systems Architecture, Graph Theory, Artificial Intelligence and Machine Learning (AI/ML), Global Positioning Systems, Reinforcement Learning, Artificial Intelligence, Artificial Neural Networks, Spatial Data Analysis, Algorithms, Mathematical Modeling

      4.7
      Rating, 4.7 out of 5 stars
      ·
      3.5K reviews

      Advanced · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Alberta

      Software Design and Architecture

      Skills you'll gain: Software Architecture, API Design, Object Oriented Design, Model View Controller, Software Design Patterns, Unified Modeling Language, Microservices, Systems Architecture, Service Oriented Architecture, Web Services, Software Design, Restful API, Simple Object Access Protocol (SOAP), Object Oriented Programming (OOP), Application Programming Interface (API), Maintainability, Software Systems, Solution Architecture, JSON, Java

      4.6
      Rating, 4.6 out of 5 stars
      ·
      3.9K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Introduction to Probability and Data with R

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

      4.7
      Rating, 4.7 out of 5 stars
      ·
      5.8K reviews

      Beginner · Course · 1 - 3 Months

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

    • IBM Introduction to Machine Learning: IBM
    • Probabilistic Graphical Models 2: Inference: Stanford University
    • Executive Data Science: Johns Hopkins University
    • AI For Business: University of Pennsylvania
    • Introduction to Calculus: The University of Sydney
    • Introduction to Discrete Mathematics for Computer Science: University of California San Diego
    • Digital Product Management: Modern Fundamentals: University of Virginia
    • Generative AI: Introduction and Applications: IBM
    • Investment Risk Management: Coursera Project Network
    • Self-Driving Cars: University of Toronto

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