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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


  • C

    Coursera

    Interpretable Machine Learning Applications: Part 1

    Skills you'll gain: Feature Engineering, Classification And Regression Tree (CART), Decision Tree Learning, Applied Machine Learning, Random Forest Algorithm, Responsible AI, Predictive Modeling, Data Import/Export, Machine Learning, Predictive Analytics

    4.4
    Rating, 4.4 out of 5 stars
    ·
    64 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Product Cost and Investment Cash Flow Analysis

    Skills you'll gain: Cost Estimation, Financial Modeling, Investment Management, Risk Management, Accounting, Spreadsheet Software, Financial Planning, Financial Analysis, Business Mathematics, Cash Flows, Product Management

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    86 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Entrepreneurship I: Laying the Foundation

    Skills you'll gain: Entrepreneurship, Value Propositions, Fundraising and Crowdsourcing, Business Development, Business Modeling, Market Opportunities, Team Building, Market Analysis, Strategic Planning, Resource Management, Customer Analysis, Leadership

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.3K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Prepare for DP-100: Data Science on Microsoft Azure Exam

    Skills you'll gain: Databricks, Responsible AI, Microsoft Azure, Data Science, Applied Machine Learning, MLOps (Machine Learning Operations), Predictive Modeling, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    71 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Pontificia Universidad Católica de Chile

    Decisiones Financieras

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Portfolio Management, Financial Accounting, Income Statement, Financial Analysis, Balance Sheet, Investments, Financial Market, Business Valuation, Risk Management, Cash Management, Working Capital, Accrual Accounting, Market Liquidity, Cash Flows, Asset Management, Capital Budgeting, Financial Modeling, Securities (Finance)

    4.8
    Rating, 4.8 out of 5 stars
    ·
    262 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    P

    Pontificia Universidad Católica de Chile

    Planificación y gestión estratégica para Pymes

    Skills you'll gain: Customer Relationship Management, Financial Analysis, Business Modeling, Business Planning, Business Strategy, Financial Statements, Strategic Decision-Making, Accounting, Entrepreneurship, Competitive Analysis, Value Propositions

    4.9
    Rating, 4.9 out of 5 stars
    ·
    994 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    N

    New York University

    Introduction to Cyber Attacks

    Skills you'll gain: Security Engineering, Threat Modeling, Distributed Denial-Of-Service (DDoS) Attacks, Cyber Attacks, Cybersecurity, Threat Management, Cyber Risk, Threat Detection, Information Systems Security, Network Security, Computer Security, Exploitation techniques, Encryption

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.9K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EC-Council

    Cybersecurity Attack and Defense Fundamentals

    Skills you'll gain: Penetration Testing, Network Security, Threat Modeling, Mobile Security, Cloud Security, Public Key Infrastructure, Vulnerability Assessments, Cryptography, Security Controls, Threat Detection, Cybersecurity, Authorization (Computing), Security Awareness, Cloud Computing, Encryption, Malware Protection, Intrusion Detection and Prevention, Identity and Access Management, Cyber Attacks, Data Integrity

    4.6
    Rating, 4.6 out of 5 stars
    ·
    774 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Building GenAI Applications and Agents

    Skills you'll gain: LangChain, Prompt Engineering, Large Language Modeling, Generative AI Agents, LLM Application, Tool Calling, ChatGPT, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Agentic systems, Application Programming Interface (API), OpenAI, Google Gemini, Automation, Generative AI, Application Development, Development Environment, Prompt Engineering Tools, Python Programming

    4.2
    Rating, 4.2 out of 5 stars
    ·
    120 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    TensorFlow 2 for Deep Learning

    Skills you'll gain: Tensorflow, Generative Model Architectures, Data Pipelines, Keras (Neural Network Library), Deep Learning, Image Analysis, Computer Programming, Program Development, Data Validation, Applied Machine Learning, Bayesian Statistics, Supervised Learning, Natural Language Processing, Data Processing, Predictive Modeling, Computer Vision, Machine Learning Methods, Artificial Neural Networks, Machine Learning, Unsupervised Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    718 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Corporate Entrepreneurship: Innovating within Corporations

    Skills you'll gain: Proposal Development, Business Modeling, Innovation, Entrepreneurship, Customer Analysis, Entrepreneurial Finance, Business Valuation, Market Opportunities, New Business Development, Internal Auditing, Corporate Finance, Financial Modeling, Financial Statements, Business Strategy, Corporate Strategy, Corporate Accounting, Project Finance, Business Metrics, Value Propositions, Finance

    4.6
    Rating, 4.6 out of 5 stars
    ·
    296 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Time Series Mastery: Forecasting with ETS, ARIMA, Python

    Skills you'll gain: Forecasting, Time Series Analysis and Forecasting, Trend Analysis, Predictive Analytics, Advanced Analytics, Statistical Analysis, Business Analytics, Data-Driven Decision-Making, Strategic Decision-Making, Exploratory Data Analysis, Pandas (Python Package), Matplotlib

    4
    Rating, 4 out of 5 stars
    ·
    40 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Interpretable Machine Learning Applications: Part 1: Coursera
  • Product Cost and Investment Cash Flow Analysis : University of Colorado Boulder
  • Entrepreneurship I: Laying the Foundation: University of Illinois Urbana-Champaign
  • Prepare for DP-100: Data Science on Microsoft Azure Exam: Microsoft
  • Decisiones Financieras: Pontificia Universidad Católica de Chile
  • Planificación y gestión estratégica para Pymes: Pontificia Universidad Católica de Chile
  • Introduction to Cyber Attacks: New York University
  • Cybersecurity Attack and Defense Fundamentals: EC-Council
  • Building GenAI Applications and Agents: Coursera
  • TensorFlow 2 for Deep Learning: Imperial College London

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