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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


  • E

    Edureka

    Applied Agentic AI Pipelines with LangChain

    Skills you'll gain: LLM Application, Data Processing, Data Transformation, Generative AI Agents, Large Language Modeling, Generative AI, Workflow Management, Artificial Intelligence, Embeddings, Context Management, Memory Management, Automation, JSON

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pragmatic AI Labs

    Hugging Face Hub and Ecosystem Fundamentals

    Skills you'll gain: Hugging Face, Model Deployment, Transfer Learning, Model Training, Fine-tuning, Large Language Modeling, Image Analysis, Applied Machine Learning, Natural Language Processing, Data Processing, Model Evaluation

    Intermediate · Course · 1 - 3 Months

  • F

    FAIR Institute

    Practical Applications of FAIRâ„¢ for Cyber Risk Management

    Skills you'll gain: Cyber Risk, Cyber Governance, Risk Management, Enterprise Risk Management (ERM), Risk Management Framework, Cyber Security Strategy, Risk Analysis, Risk Modeling, Risk Appetite, Operational Risk, Business Risk Management, Compliance Management, Incident Response, Business Priorities, Stakeholder Communications, Computer Security Incident Management, Continuous Improvement Process, Compliance Reporting, Decision Making, Stakeholder Management

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced RNN Concepts and Projects

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Artificial Neural Networks, Deep Learning, Predictive Modeling, Time Series Analysis and Forecasting, Natural Language Processing, Model Training, Model Evaluation, Data Preprocessing

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Forecast Business Metrics: Uncover Value Drivers

    Skills you'll gain: Supervised Learning, Financial Forecasting, Forecasting, Applied Machine Learning, Predictive Modeling, Predictive Analytics, Revenue Forecasting, Model Evaluation, Business Analytics, Data-Driven Decision-Making, Business Metrics, Performance Analysis, Regression Analysis, Data Science, Stakeholder Communications, Model Training

    Intermediate · Course · 1 - 4 Weeks

  • T

    Tecnológico de Monterrey

    Fundamentos del emprendimiento en la empresa familiar

    Skills you'll gain: Value Propositions, Ideation, Market Opportunities, Entrepreneurship, New Product Development, Business Modeling, Innovation, New Business Development, Strategic Thinking, Entrepreneurial Finance, Sales Presentation, Business Leadership, Presentations, Customer Analysis, Succession Planning, Trend Analysis, Leadership

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    Entity Framework Core - A Full Tour

    Skills you'll gain: Stored Procedure, Object-Relational Mapping, SQL, Database Management, Relational Databases, Query Languages, .NET Framework, Databases, ASP.NET, Data Modeling, C# (Programming Language), Performance Tuning, Data Migration, Microsoft Visual Studio, Development Environment

    Intermediate · Course · 1 - 3 Months

  • S

    S.P. Jain Institute of Management and Research

    Foundation of Global Supply Chains

    Skills you'll gain: Transportation, Supply Chain, and Logistics, Network Planning And Design, Transportation Management, Supplier Performance Management, Logistics, Inventory Management System, Performance Metric, Operations Research, Key Performance Indicators (KPIs), Network Model, Corporate Sustainability, Strategic Planning, Operational Performance Management, Risk Management, Coordination, Demand Planning, Cost Reduction, Microsoft Excel, Risk Mitigation

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Introduction to Generative AI - 简体中文

    Skills you'll gain: Generative AI, Google Gemini, AI literacy, Artificial Intelligence, Large Language Modeling

    ★ 5 (6) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Auto Machine Learning (AutoML) Using AutoGluon

    Skills you'll gain: Applied Machine Learning, Machine Learning Methods, Classification Algorithms, Machine Learning Software, Model Evaluation, Model Training, Model Optimization, Machine Learning, Predictive Modeling, Python Programming

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Analyze and Shortlist Top Suppliers

    Skills you'll gain: Strategic Sourcing, Supplier Risk Management, Supplier Performance Management, Case Studies, Supplier Management, Workflow Management, Procurement, Management Reporting, Performance Reporting, Vendor Management, Risk Mitigation, Supplier Quality Management, Strategic Decision-Making, Business Reporting, Risk Analysis, Data-Driven Decision-Making, Data Analysis, Negotiation, Statistical Modeling, Data Visualization

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    AI for Brand Visibility

    Skills you'll gain: Prompt Engineering, Generative AI, Generative AI Agents, Marketing Design, Web Content Accessibility Guidelines, Marketing Materials, Brand Awareness, Marketing, Campaign Planning, Marketing Collateral, Branding, Content Optimization, Search Engine Optimization, AI Workflows, Large Language Modeling

    Beginner · Course · 1 - 4 Weeks

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

  • Applied Agentic AI Pipelines with LangChain: Edureka
  • Hugging Face Hub and Ecosystem Fundamentals: Pragmatic AI Labs
  • Practical Applications of FAIRâ„¢ for Cyber Risk Management: FAIR Institute
  • Advanced RNN Concepts and Projects: Packt
  • Forecast Business Metrics: Uncover Value Drivers: Coursera
  • Fundamentos del emprendimiento en la empresa familiar: Tecnológico de Monterrey
  • Entity Framework Core - A Full Tour: Packt
  • Foundation of Global Supply Chains: S.P. Jain Institute of Management and Research
  • Introduction to Generative AI - 简体中文: Google Cloud
  • Auto Machine Learning (AutoML) Using AutoGluon : Coursera

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