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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


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    EDUCBA

    Elasticsearch: Build, Query & Optimize with ELK

    Skills you'll gain: Real Time Data, Kibana, Query Languages, Data Modeling, Distributed Computing, SQL, NoSQL, Scalability, JSON, Performance Tuning, Text Mining, System Configuration, Geospatial Information and Technology

    Mixed · Course · 1 - 3 Months

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    SkillUp

    AI Technologies in Healthcare

    Skills you'll gain: Healthcare 5.0, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Jupyter, LLM Application, Generative Model Architectures, AI Product Strategy, Model Evaluation, Multimodal Prompts, Health Systems, Health Information Management, Data Preprocessing, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    BigQuery Fundamentals for Teradata Professionals

    Skills you'll gain: Teradata SQL, Identity and Access Management, SQL, Data Import/Export, Data Integration, Google Cloud Platform, Extract, Transform, Load, Data Warehousing, Big Data, Data Architecture, Database Design, Database Architecture and Administration, Cloud Computing Architecture, Data Modeling, Data Security

    Intermediate · Course · 1 - 3 Months

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    Northeastern University

    Data Warehousing Essentials for Analytics and AI Support

    Skills you'll gain: Data Warehousing, Data Modeling, Database Design, SQL, Star Schema, Business Intelligence, Databases, Relational Databases, Database Architecture and Administration, Data Mart, Data Integrity, Data Analysis, Snowflake Schema, Data Transformation

    Mixed · Course · 1 - 4 Weeks

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    Universitat Politècnica de València

    Basic Math: Numbers and Terminology

    Skills you'll gain: Taxonomy, Deductive Reasoning, Applied Mathematics

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Agile Product Owner Level 2 – Certification & Mock Exams

    Skills you'll gain: Backlogs, Product Strategy, Agile Product Development, Stakeholder Management, Business Modeling, Forecasting, Product Planning, Release Management, Product Roadmaps, Product Management, Agile Methodology, Sprint Planning, User Story, Product Requirements, Customer Advocacy, Agile Project Management, Prioritization, Contract Management, Estimation, Business Metrics

    Intermediate · Course · 3 - 6 Months

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    Packt

    Substance Painter to Unreal Engine 5 Masterclass

    Skills you'll gain: Post-Production, Animation and Game Design, Cinematography, Unreal Engine, Animations, 3D Assets, Computer Graphics, Virtual Environment, Virtual Reality, Video Game Development, Baking

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    Rating, 4.6 out of 5 stars
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    Beginner · Course · 3 - 6 Months

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    Google Cloud

    Introduction to Cloud Next Generation Firewall

    Skills you'll gain: Firewall, Network Security, Virtual Networking, Cloud Security, Threat Modeling, Cloud Management, Network Monitoring

    Intermediate · Course · 1 - 4 Weeks

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    Universidade de São Paulo

    Modelagem de empresas para sistemas de informação (4EM)

    Skills you'll gain: Enterprise Modeling, Business Process Modeling, Business Process, Knowledge Transfer, Business Requirements, Functional Requirement, Information Systems, Information Management, Organizational Strategy, System Requirements, Requirements Analysis, Resource Management

    Intermediate · Course · 1 - 3 Months

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    Packt

    RNN Architecture and Sentiment Classification

    Skills you'll gain: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Text Mining, Artificial Neural Networks, Natural Language Processing, Classification Algorithms, Deep Learning, Applied Machine Learning, Network Architecture, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Clustering and Classification with Machine Learning in R

    Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Supervised Learning, R Programming, Applied Machine Learning, R (Software), Classification Algorithms, Machine Learning, Decision Tree Learning, Data Science, Ggplot2, Feature Engineering, Data Preprocessing, Statistical Programming, Predictive Modeling, Data Manipulation, Model Evaluation, Regression Analysis

    Beginner · Course · 1 - 3 Months

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    Simplilearn

    Foundations of Agile and Core Frameworks Training

    Skills you'll gain: Scaled Agile Framework, Agile Project Management, Agile Software Development, Agile Methodology, Scrum (Software Development), Sprint Planning, Kanban Principles, Lean Methodologies, Business Transformation, Project Management Institute (PMI) Methodology, Organizational Change, Sprint Retrospectives, Waterfall Methodology, Process Mapping, Continuous Improvement Process, Prioritization, Requirements Analysis

    Beginner · Course · 1 - 4 Weeks

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

  • Elasticsearch: Build, Query & Optimize with ELK: EDUCBA
  • AI Technologies in Healthcare: SkillUp
  • BigQuery Fundamentals for Teradata Professionals: Google Cloud
  • Data Warehousing Essentials for Analytics and AI Support: Northeastern University
  • Basic Math: Numbers and Terminology: Universitat Politècnica de València
  • Agile Product Owner Level 2 – Certification & Mock Exams: Packt
  • Substance Painter to Unreal Engine 5 Masterclass: Packt
  • Introduction to Cloud Next Generation Firewall: Google Cloud
  • Modelagem de empresas para sistemas de informação (4EM): Universidade de São Paulo
  • RNN Architecture and Sentiment Classification: Packt

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