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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: New
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    Packt

    Foundations of Data Science and Machine Learning with Python

    Skills you'll gain: Predictive Modeling, Matplotlib, Applied Machine Learning, Seaborn, Data Visualization, Regression Analysis, Pandas (Python Package), Statistical Machine Learning, Statistical Analysis, Machine Learning, Supervised Learning, Data Science, Scikit Learn (Machine Learning Library), Probability & Statistics, Python Programming, Unsupervised Learning, Data Analysis, Decision Tree Learning, NumPy, Data Manipulation

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    H2O.ai

    H2O Label Genie Starter Track

    Skills you'll gain: Data Preprocessing, Large Language Modeling, Data Import/Export, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Data Quality, Data Analysis, Natural Language Processing, Classification Algorithms

    5
    Rating, 5 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 3 Months

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    University of Michigan

    Generative AI: Forecasting Disruption

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, Artificial Intelligence, Responsible AI, Visualization (Computer Graphics)

    4.6
    Rating, 4.6 out of 5 stars
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    15 reviews

    Beginner · Course · 1 - 4 Weeks

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    Board Infinity

    Executing Full Text Queries with Elasticsearch

    Skills you'll gain: Query Languages, Data Analysis, Software Installation, Performance Tuning, Distributed Computing, Scalability, Data Modeling, Cloud Deployment

    3.6
    Rating, 3.6 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Fractal Analytics

    Coding with Generative AI

    Skills you'll gain: Generative AI, Generative Model Architectures, Object Oriented Programming (OOP), Large Language Modeling, Prompt Engineering, Artificial Neural Networks, Computer Programming, Debugging, Python Programming, Semantic Web, Critical Thinking

    4.3
    Rating, 4.3 out of 5 stars
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    20 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Data Tidying and Importing with R

    Skills you'll gain: Web Scraping, Data Ethics, Data Transformation, Tidyverse (R Package), Data Wrangling, Data Cleansing, Data Manipulation, Data Collection, Data Pipelines, Data Preprocessing, Personally Identifiable Information, Data Integrity, R Programming, Exploratory Data Analysis, Information Privacy, Statistical Programming

    5
    Rating, 5 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    Northeastern University

    Agile Dev Practices: SDLC & Project Management

    Skills you'll gain: Software Development Life Cycle, Agile Software Development, Agile Methodology, Requirements Analysis, Agile Project Management, Software Development Methodologies, Application Lifecycle Management, Interpersonal Communications, Scrum (Software Development), Sprint Retrospectives, User Story, Waterfall Methodology, Sprint Planning, Quality Management, Project Management, Cross-Functional Collaboration, Continuous Improvement Process

    4.8
    Rating, 4.8 out of 5 stars
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    19 reviews

    Beginner · Course · 1 - 4 Weeks

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    Birla Institute of Technology & Science, Pilani

    Discrete Mathematics for Computer Science and Engineering

    Skills you'll gain: Theoretical Computer Science, Applied Mathematics, Algorithms, Cryptography, Relational Databases, Data Management

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    LearnQuest

    Foundations of Secure IoT Architecture

    Skills you'll gain: Threat Modeling, IT Security Architecture, Threat Detection, Security Engineering, Internet Of Things, Network Security, Infrastructure Security, Security Controls, Data Security, Cryptographic Protocols, Vulnerability Assessments, Risk Management Framework, Cloud Computing

    4.7
    Rating, 4.7 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Fundação Instituto de Administração

    Análise de Dados Quantitativos

    Skills you'll gain: Quantitative Research, Marketing Analytics, Market Analysis, Market Research, Exploratory Data Analysis, Strategic Marketing, Forecasting, Strategic Decision-Making, Data Analysis, Predictive Modeling, Customer Analysis, Statistical Modeling, Statistical Analysis, Correlation Analysis, Regression Analysis, Unsupervised Learning, Variance Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    23 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Parsons School of Design, The New School

    Using Design to Generate Innovative Business Solutions

    Skills you'll gain: Design Thinking, Sustainable Business, Business Solutions, Business Modeling, Growth Strategies, Innovation, Design, Value Propositions, User Experience, Sales Process, Prototyping, Customer experience improvement, Consumer Behaviour

    4.6
    Rating, 4.6 out of 5 stars
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    13 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Create Model-driven Power App for Rental Company

    Skills you'll gain: Microsoft Power Platform, Database Application, No-Code Development, Business Process, Workflow Management, Process Management, Microsoft 365, Data Modeling, Process Flow Diagrams

    3.6
    Rating, 3.6 out of 5 stars
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    18 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Foundations of Data Science and Machine Learning with Python: Packt
  • H2O Label Genie Starter Track: H2O.ai
  • Generative AI: Forecasting Disruption: University of Michigan
  • Executing Full Text Queries with Elasticsearch: Board Infinity
  • Coding with Generative AI: Fractal Analytics
  • Data Tidying and Importing with R: Duke University
  • Agile Dev Practices: SDLC & Project Management: Northeastern University
  • Discrete Mathematics for Computer Science and Engineering: Birla Institute of Technology & Science, Pilani
  • Foundations of Secure IoT Architecture: LearnQuest
  • Análise de Dados Quantitativos: Fundação Instituto de Administração

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