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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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    Coursera

    Security Essentials for Modern Developers

    Skills you'll gain: Threat Modeling, Open Web Application Security Project (OWASP), DevSecOps, Secure Coding, Application Security, Threat Detection, Security Testing, Security Engineering, Continuous Delivery, Continuous Integration, Vulnerability Assessments, CI/CD, DevOps, Vulnerability Scanning

    Advanced · Course · 1 - 4 Weeks

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    IBM

    Supervised Machine Learning: Classification

    Skills you'll gain: Supervised Learning, Machine Learning Algorithms, Classification And Regression Tree (CART), Applied Machine Learning, Predictive Modeling, Scikit Learn (Machine Learning Library), Data Processing, Data Cleansing, Machine Learning, Regression Analysis, Data Manipulation, Business Analytics, Feature Engineering, Random Forest Algorithm, Statistical Modeling, Sampling (Statistics), Performance Metric

    4.8
    Rating, 4.8 out of 5 stars
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    444 reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    Master in Microsoft Power BI Desktop and Service

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Transformation, Business Intelligence, Data Modeling, Interactive Data Visualization, Data Manipulation, Dashboard, Data Visualization Software, Microsoft Excel, SQL Server Reporting Services, Data Warehousing, Data Sharing, Data Integration

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Python for Data Science: Real Projects & Analytics

    Skills you'll gain: Descriptive Statistics, Feature Engineering, Probability & Statistics, Supervised Learning, Statistical Hypothesis Testing, Exploratory Data Analysis, Box Plots, Regression Analysis, Statistics, Predictive Modeling, Time Series Analysis and Forecasting, Data Science, Histogram, Data Visualization, Statistical Analysis, Forecasting, Database Application, Integrated Development Environments, Computer Networking, Python Programming

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Beginner · Specialization · 3 - 6 Months

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    Starweaver

    Advanced Practices in Application Security

    Skills you'll gain: Threat Modeling, Open Web Application Security Project (OWASP), Secure Coding, DevSecOps, Application Security, Cloud Security, Cloud Standards, Security Controls, Security Testing, Application Development, Containerization, Software Development, CI/CD, Continuous Monitoring, Cybersecurity, Infrastructure as Code (IaC), Supply Chain, Dependency Analysis

    Intermediate · Course · 1 - 3 Months

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    Stanford University

    Introduction to Statistics

    Skills you'll gain: Descriptive Statistics, Statistics, Statistical Methods, Sampling (Statistics), Statistical Analysis, Data Analysis, Statistical Modeling, Statistical Hypothesis Testing, Regression Analysis, Statistical Inference, Probability, Exploratory Data Analysis, Quantitative Research, Probability Distribution

    4.6
    Rating, 4.6 out of 5 stars
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    4.2K reviews

    Beginner · Course · 1 - 3 Months

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    Alberta Machine Intelligence Institute

    Introduction to Generative AI: Concepts and Techniques

    Skills you'll gain: Prompt Engineering, Generative AI, Prompt Patterns, Large Language Modeling, LLM Application, Open Source Technology, Responsible AI, Artificial Intelligence, Natural Language Processing, Artificial Neural Networks, Computer Architecture, Information Privacy, Application Programming Interface (API)

    Mixed · Course · 1 - 4 Weeks

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    EDHEC Business School

    Introduction to Portfolio Construction and Analysis with Python

    Skills you'll gain: Investment Management, Portfolio Management, Asset Management, Risk Analysis, Financial Modeling, Risk Management, Financial Analysis, NumPy, Probability Distribution, Python Programming, Simulations, Pandas (Python Package), Matplotlib, Data Manipulation

    4.8
    Rating, 4.8 out of 5 stars
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    1.5K reviews

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Microsoft Power BI Quick Start Guide

    Skills you'll gain: Power BI, Microsoft Power Platform, Data Modeling, Data Storytelling, Business Intelligence, Interactive Data Visualization, Data Analysis Expressions (DAX), Dashboard, Data Transformation, Data Presentation, Data Visualization Software, Extract, Transform, Load, Data Manipulation, Data Cleansing

    Beginner · Course · 1 - 3 Months

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    Knowledge Accelerators

    From Excel to Power BI

    Skills you'll gain: Data Modeling, Data Visualization, Power BI, Data Visualization Software, Dashboard, Data Presentation, Interactive Data Visualization, Data Import/Export, Data Analysis, Data Analysis Expressions (DAX), Data Synthesis, Data Transformation, Trend Analysis, Data Sharing, Excel Formulas, Business Analytics, Microsoft 365, Key Performance Indicators (KPIs)

    4.5
    Rating, 4.5 out of 5 stars
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    1.6K reviews

    Beginner · Course · 1 - 3 Months

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    Eindhoven University of Technology

    Process Mining: Data science in Action

    Skills you'll gain: Business Process, Process Analysis, Process Improvement, Business Process Management, Data Mining, Business Process Modeling, Process Optimization, Data Processing, Real Time Data, Data Science, Verification And Validation, Data Validation

    4.7
    Rating, 4.7 out of 5 stars
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    1.3K reviews

    Intermediate · Course · 1 - 3 Months

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    AI CERTs

    Network and Security Optimization in Telecommunication

    Skills you'll gain: Anomaly Detection, Deep Learning, Telecommunications, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Network Planning And Design, Network Performance Management, Real Time Data, Emerging Technologies, Artificial Intelligence, Generative AI Agents, Generative AI, Wireless Networks, Network Architecture, Computer Networking, Responsible AI, Digital Communications, Network Protocols, System Design and Implementation, Communication

    Intermediate · Course · 1 - 4 Weeks

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

  • Security Essentials for Modern Developers: Coursera
  • Supervised Machine Learning: Classification: IBM
  • Master in Microsoft Power BI Desktop and Service: Packt
  • Python for Data Science: Real Projects & Analytics: EDUCBA
  • Advanced Practices in Application Security: Starweaver
  • Introduction to Statistics: Stanford University
  • Introduction to Generative AI: Concepts and Techniques: Alberta Machine Intelligence Institute
  • Introduction to Portfolio Construction and Analysis with Python: EDHEC Business School
  • Microsoft Power BI Quick Start Guide: Packt
  • From Excel to Power BI: Knowledge Accelerators

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