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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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    Pearson

    Learning Deep Learning: Unit 3

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

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    MLOps with Vertex AI: Manage Features - Español

    Skills you'll gain: MLOps (Machine Learning Operations), Feature Engineering, Model Deployment, Google Cloud Platform, Data Processing, Data Storage Technologies, Data Modeling, Data Storage, Data Management, DevOps

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Auf generativer KI basierende Anwendungen in Google Cloud entwickeln

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Google Gemini, LLM Application, Large Language Modeling, Embeddings, Google Cloud Platform, Model Deployment

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    MMachine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 한국어

    Skills you'll gain: Model Evaluation, Generative AI, Continuous Monitoring, Responsible AI, Google Cloud Platform, MLOps (Machine Learning Operations), Machine Learning Methods, Predictive Modeling

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Vektorsuche und Einbettungen

    Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, Embeddings, Vector Databases, Semantic Web, Generative AI, Artificial Intelligence, Google Cloud Platform, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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    AI CERTs

    Bitcoin Threats & Future Security

    Skills you'll gain: Vulnerability Management, Encryption

    Advanced · Course · 1 - 3 Months

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    Google Cloud

    Attention Mechanism - 日本語版

    Skills you'll gain: Transfer Learning, Recurrent Neural Networks (RNNs), Machine Learning Methods, Applied Machine Learning, Artificial Neural Networks, Large Language Modeling, Text Mining

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    生成式 AI:瞭解基礎概念

    Skills you'll gain: Responsible AI, Generative AI, Google Cloud Platform, AI Security, Large Language Modeling, Data Quality, Artificial Intelligence, Data Ethics, Machine Learning

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Agile Technology Selection for Smarter Decisions

    Skills you'll gain: User Requirements Documents, Technology Strategies, Technology Solutions, Requirements Analysis, Product Requirements, Agile Product Development, Agile Methodology, Business Requirements, Decision Making, Cross-Functional Team Leadership, Request for Proposal, Vendor Management, Team Management, Vendor Relationship Management, Proposal Development, Product Demonstration, Return On Investment, Leadership, Procurement

    Intermediate · Course · 3 - 6 Months

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    Packt

    RESTful API with Express

    Skills you'll gain: Data Persistence, API Design, API Testing, Routing Protocols, Javascript, Database Design, Development Environment

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Applied Natural Language Processing in Engineering Part 2

    Skills you'll gain: Recurrent Neural Networks (RNNs), Large Language Modeling, Natural Language Processing, Hugging Face, PyTorch (Machine Learning Library), Transfer Learning, Artificial Neural Networks, Embeddings, Deep Learning, Applied Machine Learning, Markov Model

    Mixed · Course · 1 - 3 Months

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    Google Cloud

    Google Threat Intelligence - Español

    Skills you'll gain: Cyber Threat Intelligence, Threat Detection, Cyber Threat Hunting, Threat Management, Threat Modeling, Endpoint Detection and Response, MITRE ATT&CK Framework, Incident Response, Cybersecurity, Security Information and Event Management (SIEM), Google Gemini, Security Strategy

    Intermediate · Course · 1 - 3 Months

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

  • Learning Deep Learning: Unit 3: Pearson
  • MLOps with Vertex AI: Manage Features - Español: Google Cloud
  • Auf generativer KI basierende Anwendungen in Google Cloud entwickeln: Google Cloud
  • MMachine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 한국어: Google Cloud
  • Vektorsuche und Einbettungen: Google Cloud
  • Bitcoin Threats & Future Security : AI CERTs
  • Attention Mechanism - 日本語版: Google Cloud
  • 生成式 AI:瞭解基礎概念: Google Cloud
  • Agile Technology Selection for Smarter Decisions: Packt
  • RESTful API with Express: Packt

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