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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: Free Trial
    Free Trial
    P

    Packt

    Building and Training Neural Networks with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Deep Learning, Supervised Learning, Image Analysis, Artificial Neural Networks, Machine Learning Methods, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Data Processing, Time Series Analysis and Forecasting

    4.9
    Rating, 4.9 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    I

    Infosec

    CISSP Domain 1: Security and Risk Management

    Skills you'll gain: Information Systems Security, Risk Management, Continuous Monitoring, Information Assurance, Cyber Governance, Governance, Cybersecurity, Security Controls, Business Risk Management, ISO/IEC 27001, Threat Modeling, Risk Analysis, Threat Management, Vulnerability Assessments, Regulatory Compliance, System Monitoring, Information Systems, Asset Management, Intellectual Property

    4.6
    Rating, 4.6 out of 5 stars
    ·
    31 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IE Business School

    Why Scale a Startup?

    Skills you'll gain: Entrepreneurship, Business Risk Management, Growth Strategies, Risk Management, Business Development, Business Planning, Strategic Partnership, Business Strategies, Business Strategy, Market Share, Innovation, Problem Solving, Business Modeling, Leadership and Management, Competitive Analysis, Case Studies

    4.1
    Rating, 4.1 out of 5 stars
    ·
    15 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    R

    Rutgers the State University of New Jersey

    Our Share: Employee Ownership as a Wealth Sharing Tool

    Skills you'll gain: Employee Engagement, Diversity Equity and Inclusion Initiatives, Social Justice, Compensation Strategy, Case Studies, Compensation and Benefits, Economics, Policy, and Social Studies, Economic Development, Collaboration, Entrepreneurship, Governance, Business Modeling, Leadership and Management, Business Transformation, Succession Planning, Research, Business Development

    5
    Rating, 5 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Cape Town

    Capstone Course: Start Up Your Fintech Future

    Skills you'll gain: Business Modeling, Video Production, Entrepreneurship, FinTech, Business Planning, Business Strategy, Financial Regulation, Presentations, Proposal Development, Regulatory Requirements, Business Analysis, Value Propositions, New Business Development, Innovation, Brainstorming, Market Opportunities, Customer Analysis, Market Research

    4.5
    Rating, 4.5 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Leeds

    Exploratory Data Analysis

    Skills you'll gain: Exploratory Data Analysis, Data Cleansing, Statistical Methods, Statistical Modeling, Data Visualization, Statistics, R (Software), Data Analysis, Descriptive Statistics, Box Plots, Data Visualization Software, Histogram, Probability, Probability Distribution

    4.6
    Rating, 4.6 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Regression Analysis

    Skills you'll gain: Regression Analysis, Supervised Learning, Statistical Analysis, Data Analysis, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Feature Engineering, Exploratory Data Analysis, Verification And Validation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Measurement – Turning Concepts into Data

    Skills you'll gain: Surveys, Survey Creation, Sampling (Statistics), Quantitative Research, Research Methodologies, Data Analysis, Data Quality, Data Transformation, Statistical Analysis, Data Modeling, Data Validation, Statistical Methods

    4.7
    Rating, 4.7 out of 5 stars
    ·
    82 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Simplilearn

    Supervised Learning Regression Classification Clustering

    Skills you'll gain: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Regression Analysis, Classification And Regression Tree (CART), Machine Learning Algorithms, Machine Learning, Predictive Modeling, Random Forest Algorithm, Bayesian Statistics

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    D

    DeepLearning.AI

    Red Teaming LLM Applications

    Skills you'll gain: LLM Application, Prompt Engineering, Penetration Testing, Vulnerability Assessments, Security Testing, Large Language Modeling, Vulnerability Management, Risk Management Framework

    4.8
    Rating, 4.8 out of 5 stars
    ·
    53 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    F

    Fundação Instituto de Administração

    Análise de Dados para Workforce Management

    Skills you'll gain: Workforce Management, People Analytics, Big Data, HR Tech, Workforce Planning, Data Mining, Data-Driven Decision-Making, Human Resource Strategy, Deep Learning, Human Resources Management and Planning, Digital Transformation, Human Resources, Ggplot2, Data Visualization Software, Plot (Graphics), Data Modeling, R Programming, Data Science, Data Manipulation, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
    ·
    76 reviews

    Beginner · Specialization · 1 - 3 Months

  • G

    Google Cloud

    Create a Cosmetic Anomaly Detection Model using Visual Inspection AI

    Skills you'll gain: Anomaly Detection, Image Analysis, Google Cloud Platform, Computer Vision, Data Import/Export, Applied Machine Learning, Predictive Modeling, Data Management

    Beginner · Project · Less Than 2 Hours

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

  • Building and Training Neural Networks with PyTorch: Packt
  • CISSP Domain 1: Security and Risk Management: Infosec
  • Why Scale a Startup?: IE Business School
  • Our Share: Employee Ownership as a Wealth Sharing Tool: Rutgers the State University of New Jersey
  • Capstone Course: Start Up Your Fintech Future: University of Cape Town
  • Exploratory Data Analysis: University of Leeds
  • Regression Analysis: University of Colorado Boulder
  • Measurement – Turning Concepts into Data: Johns Hopkins University
  • Supervised Learning Regression Classification Clustering: Simplilearn
  • Red Teaming LLM Applications: DeepLearning.AI

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