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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


  • D

    DeepLearning.AI

    Building Your Own Database Agent

    Skills you'll gain: Retrieval-Augmented Generation, LangChain, AI Orchestration, SQL, LLM Application, Query Languages, Generative AI Agents, OpenAI API, Microsoft Azure, Tool Calling, OpenAI, Natural Language Processing, Large Language Modeling

    ★ 4.5 (54) · Beginner · Project · Less Than 2 Hours

  • U

    University of Maryland, College Park

    Sustainable Construction Management

    Skills you'll gain: Facility Management and Maintenance, Energy and Utilities, Construction Management, Sustainable Architecture, Construction Engineering, Construction, Architecture and Construction, Sustainable Technologies, Stakeholder Engagement, Sustainable Design, Facility Management, Sustainable Engineering, Corporate Sustainability, Stakeholder Management, Stormwater Management, Building Information Modeling, Project Design, Sustainability Standards, Building Services Engineering, Project Performance

    ★ 4.6 (48) · Intermediate · Course · 1 - 3 Months

  • L

    L&T EduTech

    Airport Infrastructure Development

    Skills you'll gain: Civil Engineering, Construction Engineering, Land Development, Building Information Modeling, Construction, Construction Management, Capacity Management, Construction Inspection, Aerospace Basic Quality System Standards, Capacity Planning, Building Design, Building Services Engineering, Facility Management, Facility Repair And Maintenance, Landscape Architecture, Construction Estimating, Engineering Plans And Specifications, Architectural Design, Environmental Engineering, Security Strategy

    ★ 4.8 (15) · Intermediate · Specialization · 1 - 3 Months

  • I

    ISAE-SUPAERO

    Flight mechanics - Propulsive balance and energy

    Skills you'll gain: Mechanical Engineering, Mechanics, Engineering Analysis, Engineering Calculations, Engineering, Mathematical Modeling, Physics

    ★ 4.7 (63) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Build Next-Gen LLM Apps with LangChain & LangGraph

    Skills you'll gain: LangChain, LLM Application, Prompt Engineering, API Design, MLOps (Machine Learning Operations), Large Language Modeling, Performance Tuning, Microservices, Application Deployment, Kubernetes, Scalability, Site Reliability Engineering, DevOps, CI/CD, Docker (Software), Python Programming, Containerization, System Monitoring, Cloud Platforms, Security Controls

    ★ 2.6 (7) · Intermediate · Specialization · 3 - 6 Months

  • D

    DeepLearning.AI

    Prompt Engineering with Llama 2&3

    Skills you'll gain: Prompt Engineering, Prompt Patterns, LLM Application, Large Language Modeling, Responsible AI, AI Security

    ★ 4.4 (57) · Beginner · Project · Less Than 2 Hours

  • C

    Columbia University

    Causal Inference 2

    Skills you'll gain: Statistical Inference, Econometrics, Mediation, Correlation Analysis, Statistical Analysis, Regression Analysis, Time Series Analysis and Forecasting, Statistical Methods, Statistical Modeling, Mathematical Modeling, Research Design

    ★ 3.1 (16) · Advanced · Course · 1 - 3 Months

  • E

    Edureka

    Introduction to Analytics Engineering

    Skills you'll gain: SQL, Star Schema, Data Modeling, Data Quality, Data Pipelines, Database Design, Data Mart, Data Validation, Analytics, Extract, Transform, Load, Data Analysis, Data Warehousing, Data Transformation, Data Management

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Emprendimiento y métodos ágiles de desarrollo en videojuegos

    Skills you'll gain: Scrum (Software Development), Value Propositions, Proposal Development, Sprint Retrospectives, Business Modeling, Video Game Development, Customer Analysis, Agile Methodology, Software Development Methodologies, Agile Software Development, Presentations, Entrepreneurship, Game Design, Target Audience, Sprint Planning, Target Market, Backlogs, Agile Product Development, Agile Project Management, Market Opportunities

    ★ 4.5 (53) · Beginner · Course · 1 - 3 Months

  • W

    Whizlabs

    Power BI: Data Analytics and Data Preparation

    Skills you'll gain: Data Transformation, Power BI, Data-Driven Decision-Making, Data Processing, Data Integration, Data Cleansing, Data Manipulation, Data Preprocessing, Data Modeling, Data Visualization Software, Data Analysis, Pivot Tables And Charts, Analytics

    ★ 4.2 (13) · Intermediate · Course · 1 - 4 Weeks

  • A

    Arm

    Introduction to AI

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Model Training, Artificial Intelligence, Model Evaluation, Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Deep Learning, Supervised Learning, Data Ethics, Large Language Modeling, Responsible AI, AI literacy, Data Science

    ★ 4.7 (10) · Beginner · Course · 1 - 3 Months

  • D

    Duke University

    Interpretable Machine Learning

    Skills you'll gain: Responsible AI, Large Language Modeling, Decision Tree Learning, Data Ethics, Regression Analysis, Artificial Intelligence, Machine Learning, Applied Machine Learning, Statistical Modeling, Python Programming, Embeddings, Deep Learning, Machine Learning Algorithms, Artificial Neural Networks

    ★ 4.6 (30) · Intermediate · Course · 1 - 4 Weeks

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

  • Building Your Own Database Agent: DeepLearning.AI
  • Sustainable Construction Management: University of Maryland, College Park
  • Airport Infrastructure Development: L&T EduTech
  • Flight mechanics - Propulsive balance and energy: ISAE-SUPAERO
  • Build Next-Gen LLM Apps with LangChain & LangGraph: Coursera
  • Prompt Engineering with Llama 2&3: DeepLearning.AI
  • Causal Inference 2: Columbia University
  • Introduction to Analytics Engineering: Edureka
  • Emprendimiento y métodos ágiles de desarrollo en videojuegos: Universidad de los Andes
  • Power BI: Data Analytics and Data Preparation: Whizlabs

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