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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
    U

    University of Washington

    머신 러닝: 회귀 모델

    Skills you'll gain: Model Evaluation, Regression Analysis, Model Training, Statistical Machine Learning, Supervised Learning, Machine Learning Methods, Predictive Modeling, Statistical Modeling, Statistical Methods, Machine Learning, Machine Learning Algorithms, Model Optimization, Predictive Analytics, Applied Machine Learning, Feature Engineering, Statistical Programming, Model Deployment, Algorithms

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Simulation of Covid-19 Testing Process Using R Simmer

    Skills you'll gain: Simulations, Plot (Graphics), Statistical Visualization, R (Software), R Programming, Statistical Programming, Statistical Methods, Process Modeling, Statistical Analysis, Process Analysis, Data Analysis

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    L

    LearnQuest

    Capstone Project: Predicting Safety Stock

    Skills you'll gain: Model Evaluation, Time Series Analysis and Forecasting, Feature Engineering, Inventory Management System, Inventory Management, Demand Planning, Matplotlib, Inventory Control, Predictive Modeling, Forecasting, Plot (Graphics), Exploratory Data Analysis, Data Visualization, Model Optimization, Pandas (Python Package), Data Analysis, Data Manipulation, Machine Learning

    3.9
    Rating, 3.9 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    C

    Corporate Finance Institute

    Classification - Fundamentals & Practical Applications

    Skills you'll gain: Classification Algorithms, Model Evaluation, Machine Learning Algorithms, Model Training, Logistic Regression, Predictive Modeling, Applied Machine Learning, Supervised Learning, Advanced Analytics, Scikit Learn (Machine Learning Library), Performance Metric

    4.4
    Rating, 4.4 out of 5 stars
    ·
    7 reviews

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    Financial Analysis with ARIMA and Time Series Forecasting

    Skills you'll gain: Time Series Analysis and Forecasting, Applied Machine Learning, Financial Forecasting, Statistical Machine Learning, Statistical Analysis, Machine Learning, Trend Analysis, Financial Data, Financial Modeling, Model Evaluation, Forecasting, Jupyter, Predictive Modeling, Regression Analysis, Finance, GitHub, Statistical Modeling, Data Transformation

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Optimize AI: Build Robust Ensemble Models

    Skills you'll gain: Model Deployment, Decision Intelligence, Model Evaluation, Model Optimization, Data-Driven Decision-Making, Applied Machine Learning, A/B Testing, Statistical Machine Learning, Machine Learning Methods, Predictive Modeling, Machine Learning, Predictive Analytics, Statistical Hypothesis Testing, Statistical Methods, Machine Learning Algorithms, Performance Analysis, Statistical Analysis, Regulatory Requirements

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Pearson

    Certified Ethical Hacker (CEH): Unit 8

    Skills you'll gain: AI Security, Threat Modeling, Threat Management, LLM Application, MITRE ATT&CK Framework, LangChain, Threat Detection, Large Language Modeling, Continuous Monitoring, Event Monitoring, Security Testing, Cyber Threat Intelligence, Generative AI, Embeddings, LangGraph, Prompt Engineering, Vector Databases

    4.5
    Rating, 4.5 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    J

    Johns Hopkins University

    Practical Methodology and Ethics in AI

    Skills you'll gain: Responsible AI, Model Training, Data Ethics, Deep Learning, Model Deployment, Debugging, Artificial Intelligence, Bayesian Network, Model Evaluation, Bayesian Statistics, Artificial Neural Networks, Statistical Modeling

    4.5
    Rating, 4.5 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Bing Copilot for Beginners: Enhancing Productivity with AI

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, AI powered creativity, Business Research, Copywriting, Ideation, Marketing Materials, Writing and Editing, Project Implementation, Generative AI, Market Research, Marketing, Product Marketing, Predictive Modeling, Financial Data, Packaging and Labeling, Financial Analysis

    4.3
    Rating, 4.3 out of 5 stars
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    6 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    T

    The Open University

    Sustainable Business Strategy for Future Leaders

    Skills you'll gain: Sustainable Business, Ideation, Systems Thinking, Sustainable Development, Creative Thinking, Corporate Sustainability, Brainstorming, Experimentation, Sustainable Systems, Creative Problem-Solving, Stakeholder Engagement, Business Modeling, Environmental Social And Corporate Governance (ESG), Stakeholder Analysis, Critical Thinking, Innovation, Cognitive flexibility, Creativity, Business Systems Analysis, Problem Solving

    Intermediate · Specialization · 3 - 6 Months

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    Preview
    U

    Universidad de los Andes

    Introducción al análisis de sistemas de control con MATLAB

    Skills you'll gain: Control Systems, Mathematical Modeling, Engineering Analysis, Matlab, Simulation and Simulation Software, Systems Analysis, Systems Design, Differential Equations, Applied Mathematics, Linear Algebra, Performance Tuning

    4.8
    Rating, 4.8 out of 5 stars
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    68 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Java Spring Boot Case Study - Appointment Management System

    4.6
    Rating, 4.6 out of 5 stars
    ·
    28 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • 머신 러닝: 회귀 모델: University of Washington
  • Simulation of Covid-19 Testing Process Using R Simmer: Coursera
  • Capstone Project: Predicting Safety Stock: LearnQuest
  • Classification - Fundamentals & Practical Applications: Corporate Finance Institute
  • Financial Analysis with ARIMA and Time Series Forecasting: Packt
  • Optimize AI: Build Robust Ensemble Models: Coursera
  • Certified Ethical Hacker (CEH): Unit 8: Pearson
  • Practical Methodology and Ethics in AI: Johns Hopkins University
  • Bing Copilot for Beginners: Enhancing Productivity with AI: Coursera
  • Sustainable Business Strategy for Future Leaders: The Open University

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