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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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    Google Cloud

    Transformer Models and BERT Model - 한국어

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Transfer Learning, Generative Model Architectures, Text Mining

    Advanced · Course · 1 - 4 Weeks

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    Packt

    DeepSeek R1 AI: 25 Real World Projects in AI for Beginners

    Skills you'll gain: Email Automation, People Analytics, Job Analysis, Business Analysis, Grammar, Customer Support, Debugging

    Beginner · Course · 1 - 3 Months

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    Packt

    Advanced Deployment, MLOps, and Generative AI in Azure

    Skills you'll gain: Model Deployment, Large Language Modeling, Cloud Deployment, Data Ethics, CI/CD, Transfer Learning, Model Evaluation, Performance Tuning

    Advanced · Course · 1 - 4 Weeks

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    Pearson

    The Zero Trust Framework

    Skills you'll gain: Zero Trust Network Access, Cybersecurity, Vulnerability Assessments, Cyber Security Strategy, Cyber Security Assessment, IT Security Architecture, Network Security, Threat Modeling, Security Strategy, Security Controls, Cloud Security, Authentications, Identity and Access Management

    Intermediate · Course · 1 - 4 Weeks

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    University of Michigan

    Applied Information Extraction in Python

    Skills you'll gain: ChatGPT, Machine Learning Methods, Data Mining, Generative AI, Recurrent Neural Networks (RNNs), Data Preprocessing, Python Programming, Machine Learning Algorithms, Data Manipulation

    Advanced · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Large Language Models - Deutsch

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, LLM Application, Google Gemini

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Risk Management for Cybersecurity and IT Managers

    Skills you'll gain: Risk Management, Cyber Risk, Threat Management, Security Management, Vulnerability Management, Business Risk Management, Enterprise Risk Management (ERM), IT Management, Risk Mitigation, Cybersecurity, Threat Modeling, Cyber Security Strategy, Vulnerability Assessments, Compliance Management, Information Technology

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Français

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Generative AI, Machine Learning Methods, AI Security, Predictive Modeling, Google Cloud Platform, Data Quality

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Algorithm Alchemy: Unlocking the Secrets of Machine Learning

    Skills you'll gain: Autoencoders, Recurrent Neural Networks (RNNs), Classification Algorithms, Model Evaluation, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Machine Learning and Data Analytics Part 2

    Skills you'll gain: Text Mining, Data Mining, Time Series Analysis and Forecasting, Classification Algorithms, Big Data, Artificial Neural Networks, Regression Analysis, Data Science, Machine Learning Algorithms, Supervised Learning, Feature Engineering, Unsupervised Learning, Analytics, Predictive Modeling, Forecasting, Advanced Analytics, Deep Learning, Data Preprocessing

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 日本語版

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

    Intermediate · Course · 1 - 4 Weeks

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    Dassault Systèmes

    Practice CATIA Drafting

    Skills you'll gain: Drafting and Engineering Design, Engineering Drawings, Technical Drawing, Mechanical Drawings, Assembly Drawing, Computer Aided Three-Dimensional Interactive Application (CATIA), Geometric Dimensioning And Tolerancing, 3D Modeling, Visualization (Computer Graphics)

    Beginner · Course · 1 - 4 Weeks

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

  • Transformer Models and BERT Model - 한국어: Google Cloud
  • DeepSeek R1 AI: 25 Real World Projects in AI for Beginners: Packt
  • Advanced Deployment, MLOps, and Generative AI in Azure: Packt
  • The Zero Trust Framework: Pearson
  • Applied Information Extraction in Python: University of Michigan
  • Introduction to Large Language Models - Deutsch: Google Cloud
  • Risk Management for Cybersecurity and IT Managers: Packt
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Français: Google Cloud
  • Algorithm Alchemy: Unlocking the Secrets of Machine Learning: Packt
  • Machine Learning and Data Analytics Part 2: Northeastern University

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