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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.


More to explore:

Popular Predictive Modeling Courses and Certifications


  • Status: Free Trial
    Free Trial
    F

    Fundação Instituto de Administração

    Estratégia de Negócios

    Skills you'll gain: Business Strategy, Stakeholder Analysis, Business Strategies, Business Modeling, Strategic Thinking, Corporate Strategy, Organizational Strategy, Strategic Decision-Making, Growth Strategies, Competitive Analysis, Market Opportunities, Resource Management, Innovation, Value Propositions, Case Studies

    4.9
    Rating, 4.9 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    C

    Coursera

    Manage Data for an Online Grocer Using MySQL Workbench

    Skills you'll gain: Database Design, MySQL Workbench, MySQL, Relational Databases, SQL, Database Management, Data Manipulation, Data Migration, User Acceptance Testing (UAT), Scalability

    4.7
    Rating, 4.7 out of 5 stars
    ·
    6 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    I

    IBM

    Introduction to Systems Architecture  

    Skills you'll gain: Software Architecture, Systems Development Life Cycle, Systems Architecture, Systems Thinking, Software Design Patterns, Stakeholder Communications, Systems Analysis, Data Flow Diagrams (DFDs), Application Design

    5
    Rating, 5 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Dartmouth College

    Engineering of Structures: Response of Structures

    Skills you'll gain: Structural Analysis, Structural Engineering, Building Design, Civil Engineering, Vibrations, SketchUp (3D Modeling Software), Engineering Analysis, Mechanics, Mathematical Modeling, Prototyping, 3D Modeling

    4.9
    Rating, 4.9 out of 5 stars
    ·
    47 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Cyber Security: Application of AI

    Skills you'll gain: Anomaly Detection, AI Security, Cyber Security Strategy, Cyber Threat Intelligence, Threat Detection, Intrusion Detection and Prevention, Fraud detection, Cybersecurity, Applied Machine Learning, Malware Protection, Threat Modeling, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Network Analysis, Machine Learning, Machine Learning Algorithms, Model Evaluation, Artificial Neural Networks, MLOps (Machine Learning Operations), Data-Driven Decision-Making

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Predict Taxi Fare with a BigQuery ML Forecasting Model

    Skills you'll gain: Model Evaluation, Big Data, Predictive Modeling, Google Cloud Platform, Applied Machine Learning, Predictive Analytics, Machine Learning Software, Forecasting, Data Management, Machine Learning

    Intermediate · Project · Less Than 2 Hours

  • P

    Packt

    Cybersecurity Architecture Fundamentals

    Skills you'll gain: IT Security Architecture, Threat Modeling, Enterprise Architecture, Cybersecurity, Application Security, Threat Management, Network Security, Systems Architecture, Identity and Access Management, Solution Architecture, Endpoint Security, Data Security, Risk Analysis, Remote Access Systems, Case Studies, Risk Management

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    LearnKartS

    Monitor and Close Risks

    Skills you'll gain: Continuous Monitoring, Performance Analysis, Project Risk Management, Risk Analysis, Risk Mitigation, Risk Management, Project Documentation, Management Reporting, Change Control, Trend Analysis, Variance Analysis, Data Quality, Stakeholder Communications

    4.8
    Rating, 4.8 out of 5 stars
    ·
    18 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Deep Learning with ANN in Python: Build & Optimize

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Artificial Neural Networks, Deep Learning, Data Preprocessing, Model Evaluation, Customer Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Development Environment, Predictive Analytics, Pandas (Python Package), Data Cleansing

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Using Sensors With Your Raspberry Pi

    Skills you'll gain: Electronics, Systems Of Measurement, Digital Signal Processing, Data Processing, Data Cleansing, Statistical Methods, NumPy, Real Time Data, Open Source Technology, Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    11 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    A

    AI Business School

    Introduction to AI for sales professionals

    Skills you'll gain: Generative AI, AI Enablement, Responsible AI, Sales Enablement, Risk Management, Sales, Artificial Intelligence, Sales Strategy, Digital Transformation, Innovation, Automation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Glasgow

    Generative Pre-trained Transformers (GPT)

    Skills you'll gain: Large Language Modeling, ChatGPT, LLM Application, OpenAI, Generative AI, Natural Language Processing, Model Evaluation, Responsible AI, Data Ethics, Deep Learning, Artificial Neural Networks, Artificial Intelligence

    4.4
    Rating, 4.4 out of 5 stars
    ·
    33 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Estratégia de Negócios: Fundação Instituto de Administração
  • Manage Data for an Online Grocer Using MySQL Workbench: Coursera
  • Introduction to Systems Architecture  : IBM
  • Engineering of Structures: Response of Structures: Dartmouth College
  • Cyber Security: Application of AI: Macquarie University
  • Predict Taxi Fare with a BigQuery ML Forecasting Model: Google Cloud
  • Cybersecurity Architecture Fundamentals: Packt
  • Monitor and Close Risks: LearnKartS
  • Deep Learning with ANN in Python: Build & Optimize: EDUCBA
  • Using Sensors With Your Raspberry Pi: Johns Hopkins University

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