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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


  • Status: New
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    Edureka

    Introduction to LLMs and Hugging Face

    Skills you'll gain: Hugging Face, LLM Application, LangChain, Large Language Modeling, OpenAI, Natural Language Processing, Generative AI Agents, ChatGPT, Responsible AI, Embeddings, Application Programming Interface (API), Text Mining, Restful API, Agentic systems, Open Source Technology, Data Preprocessing, MLOps (Machine Learning Operations), Python Programming, Model Evaluation

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    EDUCBA

    Developing Secure IoT Applications

    Skills you'll gain: Cloud Security, Internet Of Things, Network Security, Application Security, Security Engineering, Information Systems Security, Data Security, Cloud Services, Infrastructure Security, Cloud Computing, Application Design, Time Series Analysis and Forecasting, Encryption, Cryptography, Data Analysis, Identity and Access Management, Data Integrity, Authentications, Vulnerability Assessments

    4.9
    Rating, 4.9 out of 5 stars
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    19 reviews

    Beginner · Course · 1 - 3 Months

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    LearnQuest

    Managing IoT Security in Networks

    Skills you'll gain: Threat Modeling, IT Security Architecture, Network Security, Internet Of Things, Identity and Access Management, Encryption, Security Engineering, Information Systems Security, Cybersecurity, Security Controls, Threat Management, Cloud Security, Vulnerability Assessments, Threat Detection, Cloud Solutions, Systems Architecture, Cryptography

    Intermediate · Course · 1 - 4 Weeks

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    École Polytechnique Fédérale de Lausanne

    Geographical Information Systems - Part 2

    Skills you'll gain: Spatial Analysis, Spatial Data Analysis, GIS Software, Geographic Information Systems, Geospatial Mapping, Geostatistics, Interactive Data Visualization, Data Integration, Data Mapping, Augmented Reality, Sampling (Statistics)

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Packt

    Scene Detailing, Prop Creation, and Rendering

    Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphic Techniques, Virtual Environment, Visualization (Computer Graphics), Computer Graphics, Performance Tuning, Image Quality, Technical Design, Graphical Tools, Design Elements And Principles, Design, Creative Design, Aesthetics

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
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    Packt

    The Blender 4 Ultimate Guide

    Skills you'll gain: 3D Assets, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Virtual Environment, File Management, Generative AI, Performance Tuning, Image Quality, Graphical Tools, Design Elements And Principles, Design, Creative Design, Technical Design, Aesthetics

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    University of Lausanne

    HEALTHY URBAN SYSTEMS

    Skills you'll gain: Health Policy, Public Health, Health Systems, Geographic Information Systems, Systems Thinking, Community Health, Spatial Analysis, Governance, Policy Development, Social Determinants Of Health, Sustainable Development, Health Assessment, Systems Analysis, Predictive Modeling, Environmental Issue, Data Collection, Machine Learning

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Packt

    Generative AI, LLMs, and Advanced Applications with Python

    Skills you'll gain: Retrieval-Augmented Generation, OpenAI API, Generative AI, Large Language Modeling, Generative Adversarial Networks (GANs), ChatGPT, Generative AI Agents, Hugging Face, Artificial Intelligence and Machine Learning (AI/ML), Autoencoders, Applied Machine Learning, Prompt Engineering, Application Programming Interface (API), Transfer Learning, Machine Learning Algorithms, Data Preprocessing, Model Evaluation

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Maryland, College Park

    Platform Product Management

    Skills you'll gain: No-Code Development, Application Development, User Experience, User Interface (UI), Data Modeling, Sprint Retrospectives, Platform As A Service (PaaS), Service Recovery, Digital Transformation, Application Design, Drive Engagement, Technology Solutions, User Feedback, Cloud-Based Integration, Application Deployment, Customer Engagement, Product Lifecycle Management, Product Management, System Implementation, Systems Integration

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
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    Edureka

    Building No-code Apps using Amazon Honeycode

    Skills you'll gain: Application Design, User Interface (UI), Workflow Management, Databases, Business Process Automation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Pearson

    SQL for Any IT Professional: Unit 2

    Skills you'll gain: Database Design, Relational Databases, Database Management, Database Development, Database Systems, SQL, Data Integrity, Data Modeling, Data Management, Data Structures

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Engineer Features and Evaluate Models for Production

    Skills you'll gain: MLOps (Machine Learning Operations), Feature Engineering, Model Evaluation, Data Preprocessing, Performance Analysis, Performance Tuning, Predictive Modeling, Data Pipelines, Data Transformation

    Intermediate · Course · 1 - 4 Weeks

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

  • Introduction to LLMs and Hugging Face: Edureka
  • Developing Secure IoT Applications: EDUCBA
  • Managing IoT Security in Networks: LearnQuest
  • Geographical Information Systems - Part 2: École Polytechnique Fédérale de Lausanne
  • Scene Detailing, Prop Creation, and Rendering: Packt
  • The Blender 4 Ultimate Guide: Packt
  • HEALTHY URBAN SYSTEMS: University of Lausanne
  • Generative AI, LLMs, and Advanced Applications with Python: Packt
  • Platform Product Management: University of Maryland, College Park
  • Building No-code Apps using Amazon Honeycode: Edureka

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