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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

    MAYA Architecture - Shaders and Textures

    Skills you'll gain: 3D Assets, Layout Design, Computer Graphic Techniques

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    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Learning Deep Learning

    Skills you'll gain: Large Language Modeling, Deep Learning, Prompt Engineering, Image Analysis, Model Deployment, Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Convolutional Neural Networks, Tensorflow, Vision Transformer (ViT), LLM Application, Transfer Learning, Computer Vision, Responsible AI, Natural Language Processing, Embeddings, Keras (Neural Network Library), Generative AI, Artificial Neural Networks, Multimodal Prompts

    Intermediate · Specialization · 1 - 4 Weeks

  • H

    H2O.ai

    H2O Driverless AI Starter Course

    Skills you'll gain: Data Preprocessing, Predictive Modeling, Feature Engineering, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Data Analysis, Machine Learning, Model Evaluation, Model Deployment, Interactive Data Visualization, Data Import/Export, Virtual Environment

    Intermediate · Course · 1 - 3 Months

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    Institut Mines-Télécom

    Cybersécurité : comment sécuriser un site web

    Skills you'll gain: Threat Modeling, Cyber Risk, Open Web Application Security Project (OWASP), Cybersecurity, Cyber Attacks, Application Security, Security Testing, Vulnerability Assessments, Exploitation techniques, Secure Coding, SQL

    Intermediate · Course · 1 - 3 Months

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    Real Madrid Graduate School Universidad Europea

    Introducción a la IA y la tecnología en el deporte

    Skills you'll gain: Artificial Intelligence, Data Analysis Software, Analytics, Big Data, Data Analysis, Data Ethics, Deep Learning, Machine Learning, Statistical Analysis, Emerging Technologies, Health Technology, Internet Of Things, Natural Language Processing, Digital Transformation, Technology Solutions, Scikit Learn (Machine Learning Library), Large Language Modeling, Technology Strategies, Performance Appraisal, Agile Project Management

    Beginner · Course · 1 - 4 Weeks

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    LearnQuest

    Implementing Security in IoT and Edge Devices

    Skills you'll gain: Hardware Architecture, Security Engineering, Internet Of Things, Encryption, Network Security, Information Systems Security, Vulnerability Assessments, Cybersecurity, Threat Modeling, Data Security, Security Requirements Analysis, General Data Protection Regulation (GDPR), Information Privacy

    Beginner · Course · 1 - 4 Weeks

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    University of Maryland, College Park

    Agile Innovation and Problem Solving Skills

    Skills you'll gain: Brainstorming, User Story, Creative Thinking, Innovation, Design Thinking, Critical Thinking and Problem Solving, Solution Design, Agile Methodology, Problem Solving, Agile Product Development, Empathy, Requirements Analysis, Complex Problem Solving, Risk Management, Lean Methodologies, Process Improvement

    Intermediate · Course · 1 - 3 Months

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    Packt

    Intermediate 3D Modelling and Game Asset Creation

    Skills you'll gain: Unreal Engine, 3D Assets, 3D Modeling, Computer Graphics, Animation and Game Design, Image Quality, Performance Tuning

    Intermediate · Course · 3 - 6 Months

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    Coursera

    MLOps in R: Deploying machine learning models using vetiver

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Continuous Deployment, R Programming, Dashboard, Health Informatics, Applied Machine Learning, Continuous Monitoring, Predictive Modeling, Docker (Software), Application Programming Interface (API)

    Intermediate · Guided Project · Less Than 2 Hours

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    Universitat Politècnica de València

    Built Environment Sustainability Assesment

    Skills you'll gain: Building Information Modeling, Sustainable Development, Sustainable Technologies, Sustainable Architecture, Energy and Utilities, Sustainable Business, Sustainable Design, Building Design, Community Development, Environmental Engineering, Climate Change Adaptation, Materials science, Climate Change Mitigation, Case Studies

    Intermediate · Course · 1 - 3 Months

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    Johns Hopkins University

    Specialized Data Visualization Approaches

    Skills you'll gain: Scientific Visualization, Data Visualization Software, Data Visualization, Visualization (Computer Graphics), Interactive Data Visualization, Computer Displays, Data Presentation, Time Series Analysis and Forecasting, Display Devices, Scalability, Data Validation, Computer Graphics, 3D Modeling, Medical Imaging, X-Ray Computed Tomography, Magnetic Resonance Imaging

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Leveraging Llama2 for Advanced AI Solutions

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, LangChain, Hugging Face, Technical Management, Prompt Engineering, AI Enablement, Embeddings, Solution Architecture, Analysis, Model Deployment, Performance Testing, Design

    Intermediate · Course · 1 - 4 Weeks

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

  • MAYA Architecture - Shaders and Textures: EDUCBA
  • Learning Deep Learning: Pearson
  • H2O Driverless AI Starter Course: H2O.ai
  • Cybersécurité : comment sécuriser un site web: Institut Mines-Télécom
  • Introducción a la IA y la tecnología en el deporte: Real Madrid Graduate School Universidad Europea
  • Implementing Security in IoT and Edge Devices: LearnQuest
  • Agile Innovation and Problem Solving Skills: University of Maryland, College Park
  • Intermediate 3D Modelling and Game Asset Creation: Packt
  • MLOps in R: Deploying machine learning models using vetiver: Coursera
  • Built Environment Sustainability Assesment : Universitat Politècnica de València

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