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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


  • Status: Free Trial
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    Packt

    AI Enhancement with Knowledge Graphs - Mastering RAG Systems

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, AI Workflows, Embeddings, Large Language Modeling, Graph Theory, Query Languages, Data Visualization Software, Development Environment

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Packt

    Foundations of Data Science and Machine Learning with Python

    Skills you'll gain: Predictive Modeling, Matplotlib, Applied Machine Learning, Seaborn, Data Visualization, Regression Analysis, Pandas (Python Package), Statistical Machine Learning, Statistical Analysis, Machine Learning, Supervised Learning, Data Science, Scikit Learn (Machine Learning Library), Probability & Statistics, Python Programming, Unsupervised Learning, Data Analysis, Decision Tree Learning, NumPy, Data Manipulation

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    Coursera

    GenAI for Account Managers: Personalizing Client Engagement

    Skills you'll gain: Account Management, AI Personalization, Customer Engagement, Generative AI Agents, Customer Communications Management, Customer experience improvement, Personalized Service, Customer Insights, Communication, Scalability, Customer Relationship Management (CRM) Software, Data Ethics, Responsible AI, Predictive Modeling, Business Process Automation, Analytics, Automation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Google Cloud

    Introduction to Generative AI - 日本語版

    Skills you'll gain: Generative AI, Prompt Engineering Tools, Google Cloud Platform, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML)

    4.5
    Rating, 4.5 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Preparing for the Google Cloud Professional Data Engineer Exam en Español

    Skills you'll gain: Business Process, Data Processing, Systems Design, Data Pipelines, Data Infrastructure, Data Quality, Google Cloud Platform, Data Modeling, Machine Learning, Resource Utilization, Big Data, Cloud Security

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    LearnQuest

    Fundamentals of Information System Security Architecture

    Skills you'll gain: IT Security Architecture, Information Systems Security Assessment Framework (ISSAF), Information Systems Security, Zero Trust Network Access, Risk Management Framework, Application Security, Threat Modeling, Cybersecurity, Security Management, Vulnerability Assessments, Network Security, Cyber Security Strategy, Solution Architecture, Security Controls, Data Security, Cyber Security Assessment, Cyber Risk, Enterprise Architecture, Data Integrity

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Whizlabs

    Exam Prep DP-100: Microsoft Azure Data Scientist Associate

    Skills you'll gain: Model Deployment, Responsible AI, Statistical Modeling, Microsoft Azure, MLOps (Machine Learning Operations), Statistical Methods, Prompt Engineering, Data Science, Cloud Deployment, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), Cloud Management, Model Evaluation, Data Management, AI Workflows, Azure Synapse Analytics, Cloud Computing, Data Pipelines, Continuous Monitoring, Machine Learning

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free
    Free
    C

    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

  • Status: Free Trial
    Free Trial
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    Coursera

    Cybersecurity Strategies for AI-Driven Organizations

    Skills you'll gain: Threat Modeling, Responsible AI, Cyber Threat Intelligence, MITRE ATT&CK Framework, Cyber Security Strategy, Data Ethics, Cybersecurity, Threat Management, Threat Detection, Vulnerability Assessments, Data Security, Incident Response, Tensorflow

    Intermediate · Course · 1 - 4 Weeks

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    Starweaver

    AI Innovations with Open Tools in Healthcare Processes

    Skills you'll gain: Medical Privacy, General Data Protection Regulation (GDPR), Information Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Open Source Technology, Patient Communication, OpenAI, Data Ethics, Clinical Documentation, Responsible AI, Clinical Informatics, AI Enablement, Healthcare Ethics, Decision Support Systems, Health Care Procedure and Regulation, ChatGPT, Healthcare Industry Knowledge, AI Personalization, Automation, Medical Coding

    Intermediate · Course · 1 - 3 Months

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    Packt

    Mastering MongoDB 7.0

    Skills you'll gain: MongoDB, Data Modeling, Query Languages, Data Security, Database Architecture and Administration, NoSQL, System Monitoring, Database Management, Development Environment, Performance Tuning, Scalability, Encryption, Data Transformation

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Duke University

    Data Tidying and Importing with R

    Skills you'll gain: Web Scraping, Data Ethics, Data Transformation, Tidyverse (R Package), Data Wrangling, Data Cleansing, Data Manipulation, Data Collection, Data Pipelines, Data Preprocessing, Personally Identifiable Information, Data Integrity, R Programming, Exploratory Data Analysis, Information Privacy, Statistical Programming

    5
    Rating, 5 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • AI Enhancement with Knowledge Graphs - Mastering RAG Systems: Packt
  • Foundations of Data Science and Machine Learning with Python: Packt
  • GenAI for Account Managers: Personalizing Client Engagement: Coursera
  • Introduction to Generative AI - 日本語版: Google Cloud
  • Preparing for the Google Cloud Professional Data Engineer Exam en Español: Google Cloud
  • Fundamentals of Information System Security Architecture: LearnQuest
  • Exam Prep DP-100: Microsoft Azure Data Scientist Associate: Whizlabs
  • MLOps in R: Deploying machine learning models using vetiver: Coursera
  • Cybersecurity Strategies for AI-Driven Organizations: Coursera
  • AI Innovations with Open Tools in Healthcare Processes: Starweaver

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