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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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    Institut Mines-Télécom

    Traitement d'images : introduction au filtrage

    Skills you'll gain: Image Quality, Image Analysis, Computer Vision, Digital Signal Processing, Python Programming, Computer Programming, Medical Imaging, Mathematics and Mathematical Modeling, Algorithms, Computer Science, Probability & Statistics

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Creating a Business Value with Data and Looker 日本語版

    Skills you'll gain: Looker (Software), Data Governance, Digital Transformation, Data Modeling, Dashboard, Real Time Data, Data Strategy, Google Cloud Platform, Dataflow, Data Storage, Data Management, Cloud Storage, Data Transformation, Pivot Tables And Charts, Data Analysis, Data Visualization Software, Data Sharing, Database Design, Performance Tuning, Exploratory Data Analysis

    4.1
    Rating, 4.1 out of 5 stars
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    14 reviews

    Intermediate · Specialization · 3 - 6 Months

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    University of Minnesota

    Market Analysis

    Skills you'll gain: Customer Acquisition Management, Target Market, Market Opportunities, Competitive Analysis, Go To Market Strategy, Persona Development, Value Propositions, Strategic Partnership, New Business Development, Product Management, Business Strategy, Business Modeling, Product Lifecycle Management, Product Requirements

    Beginner · Course · 1 - 3 Months

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    Packt

    PL-300 Microsoft Power BI Analyst Certification Guide

    Skills you'll gain: Security Management, Role-Based Access Control (RBAC)

    Intermediate · Course · 1 - 3 Months

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    Alfaisal University | KLD

    نماذج الاستراتيجيات والمؤسسات

    Skills you'll gain: Game Theory, Strategic Decision-Making, Business Strategy, Target Market, Organizational Strategy, Business Modeling, Competitive Analysis, Management Consulting, Market Analysis, Portfolio Management, Growth Strategies

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Colorado Boulder

    Statistics and Data Analysis with Excel, Part 2

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Analysis, Sampling (Statistics), Statistical Methods, Microsoft Excel, Probability & Statistics, Data Analysis, Regression Analysis, Statistical Inference, Probability Distribution, Statistical Modeling

    5
    Rating, 5 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Building a Machine Learning Solution

    Skills you'll gain: Exploratory Data Analysis, Model Evaluation, Data Collection, Model Deployment, Data Ethics, MLOps (Machine Learning Operations), Feature Engineering, Data Cleansing, Responsible AI, Applied Machine Learning, Data Analysis, Solution Design, Statistical Analysis, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Application Deployment, Generative AI, Data Preprocessing, Cloud Deployment

    Intermediate · Course · 1 - 3 Months

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    University of California, Davis

    Presenting The Estimate

    Skills you'll gain: Construction Estimating, Cost Estimation, Building Information Modeling, Project Estimation, Project Risk Management, Cost Management, Project Controls, Risk Management, Verbal Communication Skills, Bidding, Architecture and Construction, Value Engineering, Project Design, Presentations, Contingency Planning

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Statistics & Mathematics for Data Science & Data Analytics

    Skills you'll gain: Statistics, Data Analysis, Statistical Analysis, Regression Analysis, Analytics, Statistical Methods, Probability, Data Science, Statistical Modeling, Data-Driven Decision-Making, Statistical Inference, Probability Distribution, Applied Machine Learning, Predictive Modeling, Model Evaluation

    4.8
    Rating, 4.8 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 3 Months

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    K

    Korea Advanced Institute of Science and Technology(KAIST)

    Mechanical Vibration

    Skills you'll gain: Vibrations, Matlab, Engineering Analysis, Engineering Calculations, Mechanical Engineering, Applied Mathematics, Mechanics, Differential Equations, Mathematical Modeling, Control Systems

    Intermediate · Course · 1 - 3 Months

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    Microsoft

    Statistical Analysis and Advanced Techniques

    Skills you'll gain: Regression Analysis, Statistical Analysis, Time Series Analysis and Forecasting, Logistic Regression, R Programming, Statistical Hypothesis Testing, Probability & Statistics, Statistical Modeling, R (Software), Statistics, Predictive Modeling, Generative AI, Forecasting, Descriptive Statistics, Power BI

    Beginner · Course · 1 - 3 Months

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    Coursera

    Selecting the Right LLM with Hugging Face

    Skills you'll gain: Hugging Face, Model Evaluation, LLM Application, Large Language Modeling, Model Deployment, Computer Programming, Generative Model Architectures

    5
    Rating, 5 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Traitement d'images : introduction au filtrage: Institut Mines-Télécom
  • Creating a Business Value with Data and Looker 日本語版: Google Cloud
  • Market Analysis: University of Minnesota
  • PL-300 Microsoft Power BI Analyst Certification Guide: Packt
  • نماذج الاستراتيجيات والمؤسسات: Alfaisal University | KLD
  • Statistics and Data Analysis with Excel, Part 2: University of Colorado Boulder
  • Building a Machine Learning Solution: Coursera
  • Presenting The Estimate: University of California, Davis
  • Statistics & Mathematics for Data Science & Data Analytics: Packt
  • Mechanical Vibration: Korea Advanced Institute of Science and Technology(KAIST)

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