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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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    Pearson

    Data Science Fundamentals Part 2: Unit 3

    Skills you'll gain: Predictive Modeling, Model Evaluation, Regression Analysis, Scikit Learn (Machine Learning Library), Probability & Statistics, Statistical Inference, Business Analytics, Data Analysis, Statistical Analysis, Probability Distribution, Estimation, Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    R Programming for Statistics and Data Science

    Skills you'll gain: R Programming, Ggplot2, Data Visualization, Data Manipulation, Exploratory Data Analysis, Statistical Programming, Data Science, Tidyverse (R Package), Statistical Modeling, Data Analysis, Regression Analysis, Data Structures, Statistical Analysis, Descriptive Statistics, Programming Principles, Data Transformation, Probability & Statistics

    4.4
    Rating, 4.4 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 3 Months

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    Birla Institute of Technology & Science, Pilani

    Linear Algebra for Machine Learning & AI

    Skills you'll gain: Linear Algebra, Numerical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Applied Mathematics, Data Analysis, Machine Learning, Dimensionality Reduction, Artificial Neural Networks, Data Manipulation

    Beginner · Course · 1 - 3 Months

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    Johns Hopkins University

    Introduction to Penetration Testing and Ethical Hacking

    Skills you'll gain: Penetration Testing, MITRE ATT&CK Framework, Cyber Security Assessment, Public Key Infrastructure, Cybersecurity, Threat Modeling, Cryptography, Exploitation techniques, Security Testing, Vulnerability Scanning, Encryption, Technical Writing, Human Factors (Security)

    3.8
    Rating, 3.8 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Fine-tuning Language Models for Business Tasks

    Skills you'll gain: LLM Application, Large Language Modeling, AI Enablement, Generative AI, Forecasting, Artificial Intelligence, Business Strategies, Natural Language Processing, Business Analysis, Technology Roadmaps

    2.6
    Rating, 2.6 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 4 Weeks

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    The Hong Kong University of Science and Technology

    General Relativity I: Theoretical Foundations

    Skills you'll gain: Physics, Differential Equations, Linear Algebra, Calculus, electromagnetics, Mathematical Modeling, Advanced Mathematics, Mechanics, Applied Mathematics

    Mixed · Course · 1 - 4 Weeks

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    UBITS

    Planeación ágil para el logro de objetivos

    Skills you'll gain: Prioritization, Product Roadmaps, Sprint Planning, Timelines, Strategic Prioritization, Business Priorities, Agile Methodology, Project Schedules, Project Planning, Meeting Facilitation, Agile Project Management, Kanban Principles, Business Requirements, Requirements Analysis, Team Management

    4.8
    Rating, 4.8 out of 5 stars
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    13 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Risk Management Essentials

    Skills you'll gain: Responsible AI, Enterprise Risk Management (ERM), Risk Management, Governance Risk Management and Compliance, Data Ethics, Business Risk Management, Risk Modeling, Compliance Management, Generative AI Agents, Risk Mitigation, Risk Analysis, Regulatory Compliance, Governance, Mitigation, Continuous Monitoring

    4.6
    Rating, 4.6 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Blender to Unreal Engine 5: Foundation and Asset Creation

    Skills you'll gain: 3D Assets, 3D Modeling, Unreal Engine, Virtual Environment, Computer Graphics, Augmented and Virtual Reality (AR/VR), Video Game Development, Game Design, Computer Graphic Techniques, Animation and Game Design, Design Elements And Principles, File Management, Editing, Graphics Software, User Interface (UI), Data Import/Export

    Beginner · Course · 3 - 6 Months

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    EDUCBA

    IPOs & FPOs: Apply Valuation Strategies

    Skills you'll gain: Investment Banking, Business Valuation, Equities, Underwriting, Capital Markets, Securities (Finance), Entrepreneurial Finance, Financial Analysis, Financial Modeling, Fundraising, Market Dynamics

    4.9
    Rating, 4.9 out of 5 stars
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    12 reviews

    Mixed · Course · 1 - 4 Weeks

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    I

    Indian Institute of Technology Guwahati

    Essentials of Additive Manufacturing

    Skills you'll gain: Manufacturing Processes, Computer-Aided Design, 3D Modeling, Industrial Design, Product Engineering, Materials science, Process Engineering, Mechanical Engineering, Prototyping, Manufacturing Standards

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Arizona State University

    Rapid Prototyping Materials and Tooling

    Skills you'll gain: Prototyping, Manufacturing Processes, Materials science, Manufacturing and Production, Mechanical Engineering, 3D Modeling, Safety Training, Personal protective equipment

    5
    Rating, 5 out of 5 stars
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    22 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Data Science Fundamentals Part 2: Unit 3: Pearson
  • R Programming for Statistics and Data Science: Packt
  • Linear Algebra for Machine Learning & AI: Birla Institute of Technology & Science, Pilani
  • Introduction to Penetration Testing and Ethical Hacking: Johns Hopkins University
  • Fine-tuning Language Models for Business Tasks: Coursera
  • General Relativity I: Theoretical Foundations: The Hong Kong University of Science and Technology
  • Planeación ágil para el logro de objetivos: UBITS
  • GenAI for Risk Management Essentials: Coursera
  • Blender to Unreal Engine 5: Foundation and Asset Creation: Packt
  • IPOs & FPOs: Apply Valuation Strategies: EDUCBA

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