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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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    Starweaver

    Cyber Risk Management Strategies

    Skills you'll gain: Threat Modeling, Risk Analysis, Cyber Risk, Governance Risk Management and Compliance, Cyber Security Strategy, Risk Management Framework, Risk Management, Cybersecurity, Risk Mitigation, Governance, Vulnerability Assessments, Business Risk Management, Management Reporting, Analysis, Technical Communication, Dashboard, Data Visualization

    Advanced · Course · 1 - 3 Months

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    Packt

    Introduction to FinTech Using R

    Skills you'll gain: Shiny (R Package), FinTech, Financial Market, Financial Planning, Financial Forecasting, Statistical Programming, Asset Management, Financial Analysis, Artificial Intelligence, Web Applications, Portfolio Management, Predictive Modeling, Time Series Analysis and Forecasting, Algorithms

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Deploy and Test a Visual Inspection AI Cosmetic Anomaly Detection Solution

    Skills you'll gain: Anomaly Detection, Google Cloud Platform, Application Deployment, Image Analysis, Cloud Computing, Computer Vision, Predictive Modeling

    Beginner · Project · Less Than 2 Hours

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    Packt

    Natural Language Processing - Probability Models in Python

    Skills you'll gain: Cryptography, Generative Model Architectures, Probability Distribution, Machine Learning Algorithms, Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to AI and Machine Learning on GC - Français

    Skills you'll gain: Google Cloud Platform, Google Gemini, Generative AI, MLOps (Machine Learning Operations), Cloud Infrastructure, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Big Data, Machine Learning, Predictive Modeling, Natural Language Processing

    Beginner · Course · 1 - 3 Months

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    Korea Advanced Institute of Science and Technology(KAIST)

    Math for AI Beginner Part 2 : Vector Calulus

    Skills you'll gain: Integral Calculus, Applied Mathematics, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Calculus, Mathematics and Mathematical Modeling, Mathematical Modeling, Advanced Mathematics, Machine Learning

    Beginner · Course · 1 - 3 Months

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    Northeastern University

    Machine Learning for Engineers: Algorithms and Applications

    Skills you'll gain: Supervised Learning, Statistical Machine Learning, Machine Learning Algorithms, Unsupervised Learning, PyTorch (Machine Learning Library), Applied Machine Learning, Statistical Modeling, Machine Learning, Machine Learning Software, Statistical Analysis, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Regression Analysis, Algorithms, Predictive Modeling, Dimensionality Reduction, Complex Problem Solving

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    透過 BigQuery 機器學習執行推論作業

    Skills you'll gain: Predictive Analytics, Big Data, Predictive Modeling, Advanced Analytics, Analytics, Applied Machine Learning, Google Cloud Platform, MLOps (Machine Learning Operations), Data Analysis, Machine Learning Methods, Data Modeling

    Beginner · Course · 1 - 4 Weeks

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    Infosec

    CompTIA Data+

    Skills you'll gain: Data Integration, Data Analysis, Data Mining, Data-Driven Decision-Making, Data Modeling, Data Governance, Business Analytics, Data Visualization, Statistical Analysis, Dashboard, Data Warehousing, Data Storage, Data Security, Data Quality, Descriptive Statistics, Data Cleansing, Data Integrity, Relational Databases, Machine Learning

    Intermediate · Course · 1 - 3 Months

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    Amazon Web Services

    Amazon Lex Getting Started

    Skills you'll gain: Amazon Web Services, Large Language Modeling, ChatGPT, LLM Application, Technical Design, Systems Architecture

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    NIIT

    Implement Polyglot Persistence Using SQL and NoSQL Databases

    Skills you'll gain: MySQL, MongoDB, NoSQL, Object-Relational Mapping, Database Design, Relational Databases, SQL, Node.JS, Restful API, Databases, Data Modeling, Data Integrity, Back-End Web Development, Unstructured Data

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
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    DeepLearning.AI

    Quality and Safety for LLM Applications

    Skills you'll gain: LLM Application, Large Language Modeling, Security Testing, Application Security, Continuous Monitoring, Responsible AI, Threat Detection, System Monitoring, Data Security

    Beginner · Project · Less Than 2 Hours

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

  • Cyber Risk Management Strategies: Starweaver
  • Introduction to FinTech Using R: Packt
  • Deploy and Test a Visual Inspection AI Cosmetic Anomaly Detection Solution: Google Cloud
  • Natural Language Processing - Probability Models in Python: Packt
  • Introduction to AI and Machine Learning on GC - Français: Google Cloud
  • Math for AI Beginner Part 2 : Vector Calulus: Korea Advanced Institute of Science and Technology(KAIST)
  • Machine Learning for Engineers: Algorithms and Applications: Northeastern University
  • 透過 BigQuery 機器學習執行推論作業: Google Cloud
  • CompTIA Data+: Infosec
  • Amazon Lex Getting Started: Amazon Web Services

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