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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

    Machine Learning in the Enterprise - Português Brasileiro

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Data Governance, Data Management, Applied Machine Learning, Predictive Modeling, Machine Learning, Data Pipelines, Feature Engineering, Continuous Monitoring

    Intermediate · Course · 1 - 3 Months

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    Packt

    Advanced ML Algorithms & Unsupervised Learning

    Skills you'll gain: Dimensionality Reduction, Unsupervised Learning, Deep Learning, Machine Learning Algorithms, Random Forest Algorithm, Feature Engineering, Artificial Neural Networks, Supervised Learning, Statistical Machine Learning, Anomaly Detection, Machine Learning, Classification And Regression Tree (CART)

    Intermediate · Course · 1 - 3 Months

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    Simplilearn

    Cyber Threats Training for Beginners

    Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Cybersecurity, Cyber Attacks, Threat Detection, Threat Modeling, Malware Protection, SQL, Network Security, Vulnerability Assessments, Databases, Data Security, Email Security

    Beginner · Course · 1 - 4 Weeks

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    National Taiwan University

    商管統計資料分析二 (Analytics for Business and Management (II))

    Skills you'll gain: Regression Analysis, Statistical Modeling, Statistical Methods, Data Visualization, R Programming, Statistical Analysis, Case Studies, Business Analytics, Advanced Analytics, Analytics, Data Analysis, Statistical Hypothesis Testing, Variance Analysis

    Intermediate · Course · 1 - 3 Months

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    Packt

    Blender to Unreal Engine 5 — 3D Props - Medieval Market

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

    Beginner · Course · 3 - 6 Months

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    Northeastern University

    Data Warehousing and Integration Part 2

    Skills you'll gain: Data Governance, Extract, Transform, Load, Data Warehousing, Data Integration, DevOps, Data Pipelines, CI/CD, Data Architecture, Infrastructure as Code (IaC), Data Quality, Amazon Redshift, Cloud Computing, Database Architecture and Administration, Cloud Computing Architecture, Analytics, Data Transformation, Amazon S3, Scalability

    Mixed · Course · 1 - 3 Months

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    Pearson

    Practical Cybersecurity Fundamentals

    Skills you'll gain: MITRE ATT&CK Framework, Penetration Testing, Incident Response, Cyber Threat Hunting, Cybersecurity, Cyber Threat Intelligence, DevSecOps, Cloud Security, Patch Management, Cyber Security Assessment, Exploitation techniques, Network Security, Computer Security Incident Management, Business Continuity, Cryptography, Responsible AI, Threat Modeling, Information Systems Security, DevOps, Disaster Recovery

    Beginner · Specialization · 1 - 3 Months

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    Packt

    Algorithm Alchemy: Unlocking the Secrets of Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Encoder-Decoder Architecture - Português Brasileiro

    Skills you'll gain: Generative AI, Generative Model Architectures, Keras (Neural Network Library), Tensorflow, Large Language Modeling, Deep Learning, Applied Machine Learning, Machine Learning

    Advanced · Course · 1 - 4 Weeks

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    Google Cloud

    IA generativa: conceitos básicos

    Skills you'll gain: Generative AI, Responsible AI, Google Cloud Platform, Artificial Intelligence, Large Language Modeling, Data-Driven Decision-Making, Machine Learning, Unstructured Data, Data Quality

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Model Armor: Securing AI Deployments

    Skills you'll gain: LLM Application, Threat Modeling, Open Web Application Security Project (OWASP), Large Language Modeling, Secure Coding, Security Controls, Security Software, Security Information and Event Management (SIEM), Application Programming Interface (API), System Configuration

    Beginner · Course · 1 - 3 Months

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    Skillshare

    3D Character Design Workshop with Nomad Sculpt

    Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphics, Animation and Game Design, Visualization (Computer Graphics), Creative Design, Color Theory

    Beginner · Course · 1 - 4 Weeks

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

  • Machine Learning in the Enterprise - Português Brasileiro: Google Cloud
  • Advanced ML Algorithms & Unsupervised Learning: Packt
  • Cyber Threats Training for Beginners : Simplilearn
  • 商管統計資料分析二 (Analytics for Business and Management (II)): National Taiwan University
  • Blender to Unreal Engine 5 — 3D Props - Medieval Market: Packt
  • Data Warehousing and Integration Part 2: Northeastern University
  • Practical Cybersecurity Fundamentals: Pearson
  • Algorithm Alchemy: Unlocking the Secrets of Machine Learning: Packt
  • Encoder-Decoder Architecture - Português Brasileiro: Google Cloud
  • IA generativa: conceitos básicos: Google Cloud

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