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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
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    Duke University

    Introduction to Probability and Data with R

    Skills you'll gain: Sampling (Statistics), Exploratory Data Analysis, Probability Distribution, R Programming, Statistical Software, Bayesian Statistics, Probability, Data Analysis, Quantitative Research, Statistics, Statistical Inference, Descriptive Statistics

    4.7
    Rating, 4.7 out of 5 stars
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    5.9K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    IBM

    Generative AI Engineering with LLMs

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Retrieval-Augmented Generation, LLM Application, PyTorch (Machine Learning Library), Generative Model Architectures, Generative AI, Natural Language Processing, AI Workflows, Hugging Face, Vector Databases, Transfer Learning, Embeddings, Text Mining, Model Evaluation, Model Deployment, Data Preprocessing, Recurrent Neural Networks (RNNs), Deep Learning, Reinforcement Learning

    4.5
    Rating, 4.5 out of 5 stars
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    882 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    University of Maryland, College Park

    Entrepreneurship: Launching an Innovative Business

    Skills you'll gain: Customer Analysis, Commercialization, Product Planning, Business Modeling, Strategic Decision-Making, Innovation, Entrepreneurship, Entrepreneurial Finance, Market Opportunities, Business Planning, New Product Development, Sales Pipelines, Sales Strategy, Ideation, Sales Presentation, Customer Insights, Product Development, Team Building, Capital Markets, Finance

    4.6
    Rating, 4.6 out of 5 stars
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    2.3K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    LearnKartS

    Certified Cloud Security Professional Exam Prep

    Skills you'll gain: Threat Modeling, Cloud Security, Cyber Threat Intelligence, Open Web Application Security Project (OWASP), Data Governance, Security Information and Event Management (SIEM), Cloud Computing Architecture, Incident Response, Identity and Access Management, Cloud Infrastructure, Event Monitoring, AWS Identity and Access Management (IAM), MITRE ATT&CK Framework, Business Continuity Planning, Cyber Threat Hunting, Data Management, Virtual Machines, Network Monitoring, Zero Trust Network Access, Disaster Recovery

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    Duke University

    AI Product Management

    Skills you'll gain: Deep Learning, MLOps (Machine Learning Operations), Responsible AI, Model Evaluation, Data Ethics, Data Management, Project Management Life Cycle, Unsupervised Learning, Human Computer Interaction, User Experience Design, Classification And Regression Tree (CART), Data Quality, Model Deployment, Data Preprocessing, Human Centered Design, Machine Learning, Project Management, Product Management, Product Design, Data Science

    4.7
    Rating, 4.7 out of 5 stars
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    1K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    C

    Coursera

    Electrical Design Engineer - Circuit Analysis

    Skills you'll gain: Electronic Systems, Basic Electrical Systems, Electrical Engineering, Applied Mathematics, Hardware Design, Electronics, Electronic Components, Mathematical Modeling, Simulation and Simulation Software, Engineering Analysis, Analysis, High Voltage, Grant Applications

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Automate Data Pipelines: Schema Evolution

    Skills you'll gain: Apache Airflow, Data Pipelines, Data Validation, Extract, Transform, Load, Data Migration, Data Quality, Data Integrity, Data Transformation, Data Modeling, System Monitoring, Continuous Monitoring, Scalability, Technical Communication

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
    Free Trial
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    EDUCBA

    Master Advanced Excel Functions to Analyze & Automate Data

    Skills you'll gain: Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Spreadsheet Software, Data Analysis Expressions (DAX), Financial Forecasting, Financial Modeling, Financial Analysis, Business Analysis, Data-Driven Decision-Making, Data Manipulation

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    CertNexus

    CSC: Secure Software Development and Implementation

    Skills you'll gain: Threat Modeling, Application Security, Secure Coding, Open Web Application Security Project (OWASP), Security Engineering, Security Requirements Analysis, Security Controls, Data Security, Vulnerability Management, Computer Security, Vulnerability, Vulnerability Assessments, Databases, Information Privacy, Role-Based Access Control (RBAC), Computer Programming, Python Programming, Node.JS, JavaScript Frameworks, Javascript

    Mixed · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    Coursera

    GenAI for Marketing and Customer Insights

    Skills you'll gain: Customer Insights, AI Personalization, Performance marketing, Marketing Analytics, Generative AI, AI Enablement, Customer Analysis, Google Ads, Responsible AI, Data Presentation, Target Audience, AI Product Strategy, Customer experience strategy (CX), Keyword Research, Marketing Automation, Social Media Marketing, Generative AI Agents, Campaign Management, Email Marketing, Predictive Analytics

    4.6
    Rating, 4.6 out of 5 stars
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    181 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    Packt

    Generative AI Application Integration Patterns

    Skills you'll gain: Responsible AI, Generative AI, Generative Model Architectures, LLM Application, Prompt Engineering, ChatGPT, AI Enablement, AI Security, Cloud Development, AI Workflows, Data Ethics, Real Time Data, Large Language Modeling, Model Deployment, Cloud Computing Architecture, Artificial Intelligence, MLOps (Machine Learning Operations), Deep Learning, Scalability, System Monitoring

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Columbia University

    Construction Finance

    Skills you'll gain: Project Finance, Construction Management, Real Estate, Risk Management, Cash Flows, Financial Modeling, Risk Analysis, Finance, Commercial Real Estate, Financial Analysis, Business Mathematics, Return On Investment, Stakeholder Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.1K reviews

    Beginner · Course · 1 - 3 Months

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

  • Introduction to Probability and Data with R: Duke University
  • Generative AI Engineering with LLMs: IBM
  • Entrepreneurship: Launching an Innovative Business: University of Maryland, College Park
  • Certified Cloud Security Professional Exam Prep: LearnKartS
  • AI Product Management: Duke University
  • Electrical Design Engineer - Circuit Analysis: Coursera
  • Automate Data Pipelines: Schema Evolution: Coursera
  • Master Advanced Excel Functions to Analyze & Automate Data: EDUCBA
  • CSC: Secure Software Development and Implementation: CertNexus
  • GenAI for Marketing and Customer Insights: Coursera

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