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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.


More to explore:

Popular Predictive Modeling Courses and Certifications


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    EDUCBA

    Logistic Regression Fundamentals: Analyze & Predict

    Skills you'll gain: Model Evaluation, Logistic Regression, SAS (Software), Predictive Modeling, Regression Analysis, Predictive Analytics, Feature Engineering, Analytics, Statistical Methods, Data Transformation, Statistical Modeling, Statistical Analysis, Business Analytics, Estimation, Probability

    Mixed · Course · 1 - 4 Weeks

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    University of Michigan

    Uso de bases de datos con Python

    Skills you'll gain: SQL, Database Management, Relational Databases, Databases, Database Design, Data Visualization Software, Web Scraping, Data Processing, Object Oriented Programming (OOP), Data Modeling, Python Programming, Web Development, Web Applications, Data Collection

    Mixed · Course · 1 - 3 Months

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    University of Colorado Boulder

    Discrete-Time Markov Chains and Monte Carlo Methods

    Skills you'll gain: Artificial Intelligence, Generative AI, Machine Learning Algorithms, Mathematical Theory & Analysis

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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    Aptly

    Search Advertising with Google

    Skills you'll gain: Google Ads, Advertising Campaigns, Pay Per Click Advertising, Search Engine Marketing, Campaign Management, Performance Analysis, Performance marketing, Keyword Research, Performance Measurement, Bidding, Online Advertising, Digital Advertising, Web Analytics, Registration, Advertising, Marketing, Performance Metric, Digital Marketing, Key Performance Indicators (KPIs), Test Planning

    4.4
    Rating, 4.4 out of 5 stars
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    11 reviews

    Beginner · Specialization · 1 - 3 Months

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    Codio

    Select Topics in Python

    Skills you'll gain: Matplotlib, Text Mining, GitHub, Large Language Modeling, Django (Web Framework), Git (Version Control System), Package and Software Management, Platform As A Service (PaaS), Plot (Graphics), Application Deployment, Natural Language Processing, Data Visualization Software, Unit Testing, Cloud Deployment, Jupyter, Database Development, Data Processing, Virtual Environment, Dependency Analysis, Python Programming

    3.9
    Rating, 3.9 out of 5 stars
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    23 reviews

    Intermediate · Specialization · 1 - 3 Months

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    The Hong Kong University of Science and Technology

    Understanding Modern Physics III: Simplicity and Complexity

    Skills you'll gain: Physics, Advanced Mathematics, Simulations, Mechanics, Mathematical Modeling, Calculus, Differential Equations, Physical Science, Computer Programming

    4.8
    Rating, 4.8 out of 5 stars
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    33 reviews

    Beginner · Course · 1 - 4 Weeks

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    L&T EduTech

    Precast Structural System

    Skills you'll gain: Shop Drawing, Construction, Structural Engineering, Building Codes, Architectural Drawing, Construction Inspection, Construction Engineering, Structural Analysis, Building Design, Manufacturing Processes, Architectural Engineering, Construction Management, Civil Engineering, Engineering Tolerance, Engineering Practices, Engineering Software, Engineering Design Process, Engineering Analysis, Product Testing, Engineering Calculations

    4.6
    Rating, 4.6 out of 5 stars
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    14 reviews

    Advanced · Specialization · 3 - 6 Months

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    Coursera

    Validating Your Startup Idea with MVP Experiment Canvas

    Skills you'll gain: Target Market, Market Opportunities, Entrepreneurship, Value Propositions, Performance Measurement, Risk Analysis, Business Modeling, Feasibility Studies, Business Strategy, Product Development, Verification And Validation, Product Management, Case Studies, Innovation, FinTech, Leadership

    4.6
    Rating, 4.6 out of 5 stars
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    7 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    University of London

    Introduction to Network Security

    Skills you'll gain: Network Security, OSI Models, TCP/IP, Threat Modeling, Network Protocols, Computer Networking, Cybersecurity, Application Security, Network Architecture, Cryptographic Protocols, Vulnerability Assessments, Network Infrastructure, Network Routing

    4.9
    Rating, 4.9 out of 5 stars
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    30 reviews

    Beginner · Course · 1 - 3 Months

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    Duke University

    Operationalizing LLMs on Azure

    Skills you'll gain: Large Language Modeling, LLM Application, Prompt Engineering, Microsoft Azure, OpenAI API, Retrieval-Augmented Generation, OpenAI, Model Deployment, Risk Management Framework, Embeddings, Application Deployment, Application Programming Interface (API), Python Programming

    4.2
    Rating, 4.2 out of 5 stars
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    46 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Measurement – Turning Concepts into Data

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

    4.7
    Rating, 4.7 out of 5 stars
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    82 reviews

    Beginner · Course · 1 - 4 Weeks

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    LearnKartS

    AWS Certified Data Engineer Associate Exam Prep

    Skills you'll gain: AWS Kinesis, AWS SageMaker, Amazon CloudWatch, Serverless Computing, Containerization, Amazon Web Services, Data Migration, Amazon DynamoDB, Amazon S3, AWS CloudFormation, Amazon Redshift, Infrastructure as Code (IaC), CI/CD, SQL, Extract, Transform, Load, Real Time Data, Devops Tools, Cloud Security, AWS Identity and Access Management (IAM), Data Processing

    4.5
    Rating, 4.5 out of 5 stars
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    6 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Logistic Regression Fundamentals: Analyze & Predict: EDUCBA
  • Uso de bases de datos con Python: University of Michigan
  • Discrete-Time Markov Chains and Monte Carlo Methods: University of Colorado Boulder
  • Search Advertising with Google: Aptly
  • Select Topics in Python: Codio
  • Understanding Modern Physics III: Simplicity and Complexity: The Hong Kong University of Science and Technology
  • Precast Structural System: L&T EduTech
  • Validating Your Startup Idea with MVP Experiment Canvas: Coursera
  • Introduction to Network Security: University of London
  • Operationalizing LLMs on Azure: Duke University

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