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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
    Free Trial
    I

    IBM

    Introduction to NoSQL Databases

    Skills you'll gain: NoSQL, MongoDB, Apache Cassandra, Databases, Database Administration, Database Management, Distributed Computing, Database Architecture and Administration, Query Languages, IBM Cloud, JSON, Data Modeling, Scalability, Transaction Processing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    372 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    N

    Northwestern University

    Modern Robotics, Course 2: Robot Kinematics

    Skills you'll gain: Robotics, Mathematical Modeling, Mathematical Software, Engineering Calculations, Applied Mathematics, Engineering Analysis, Mechanics, Simulation and Simulation Software, Engineering, Virtual Environment, Torque (Physics), Numerical Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    298 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    I

    Icahn School of Medicine at Mount Sinai

    Experimental Methods in Systems Biology

    Skills you'll gain: Quantitative Research, Bioinformatics, Molecular Biology, Biotechnology, Biomedical Technology, Biochemistry, Cell Biology, Laboratory Techniques, Analytical Chemistry, Mathematical Modeling, Biology, Laboratory Equipment

    4.5
    Rating, 4.5 out of 5 stars
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    317 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    NIIT

    RESTful Microservices Using Node.js and Express

    Skills you'll gain: Node.JS, API Gateway, MySQL, Restful API, MongoDB, Microservices, NoSQL, Object-Relational Mapping, Application Programming Interface (API), Database Design, Relational Databases, Unit Testing, SQL, Databases, Data Persistence, Server Side, Application Deployment, Javascript, Software Documentation, Data Modeling

    3.7
    Rating, 3.7 out of 5 stars
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    114 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    Universidad Nacional Autónoma de México

    Relational database systems

    Skills you'll gain: Relational Databases, Database Management, SQL, Databases, Database Design, Database Management Systems, Database Architecture and Administration, Information Systems, MySQL, Query Languages, Data Modeling, Transaction Processing, Information Systems Security, Performance Tuning, Conceptual Design

    4.4
    Rating, 4.4 out of 5 stars
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    458 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Secure Coding Practices

    Skills you'll gain: Threat Modeling, Open Web Application Security Project (OWASP), Secure Coding, Cryptography, Authentications, Exploit development, Encryption, Penetration Testing, Vulnerability Assessments, Data Security, Application Security, Exploitation techniques, Security Controls, Software Design, Verification And Validation, Java, Code Review, Programming Principles, Debugging, Cybersecurity

    4.5
    Rating, 4.5 out of 5 stars
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    607 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Excel Time Series Models for Business Forecasting

    Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Model Evaluation, Microsoft Excel, Excel Formulas, Trend Analysis, Predictive Modeling, Data Presentation, Statistical Visualization, Graphing, Process Optimization

    4.9
    Rating, 4.9 out of 5 stars
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    247 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    B

    Birla Institute of Technology & Science, Pilani

    Basic Engineering Mathematics

    Skills you'll gain: Integral Calculus, Engineering Calculations, Engineering Analysis, Mathematical Modeling, Trigonometry, Advanced Mathematics, Linear Algebra, Calculus, Differential Equations, Mathematical Theory & Analysis, Applied Mathematics, Algebra, Geometry, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
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    182 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Device-based Models with TensorFlow Lite

    Skills you'll gain: Model Deployment, iOS Development, Android Development, Tensorflow, Swift Programming, Mobile Development, Applied Machine Learning, Embedded Systems, Computer Vision, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    654 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Data Science with R - Capstone Project

    Skills you'll gain: Shiny (R Package), Exploratory Data Analysis, Data Collection, Ggplot2, Data Wrangling, Tidyverse (R Package), Data Science, Predictive Modeling, Data Visualization, Dashboard, Statistical Analysis, Data Analysis, Data Presentation, Data Manipulation, Interactive Data Visualization, R Programming, Data Cleansing, Data Transformation, Statistical Modeling, Regression Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    109 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Columbia University

    The Construction Industry: The Way Forward

    Skills you'll gain: Construction, Business Transformation, Innovation, Architecture and Construction, Construction Management, Workforce Development, Emerging Technologies, Digital Transformation, Thought Leadership, Building Information Modeling, Sustainable Design, Climate Change Adaptation, Augmented and Virtual Reality (AR/VR), Strategic Partnership, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    398 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    D

    DeepLearning.AI

    Building Systems with the ChatGPT API

    Skills you'll gain: ChatGPT, OpenAI API, LLM Application, Large Language Modeling, Prompt Engineering, AI Workflows, Self Service Technologies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    310 reviews

    Beginner · Project · Less Than 2 Hours

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

  • Introduction to NoSQL Databases: IBM
  • Modern Robotics, Course 2: Robot Kinematics: Northwestern University
  • Experimental Methods in Systems Biology: Icahn School of Medicine at Mount Sinai
  • RESTful Microservices Using Node.js and Express: NIIT
  • Relational database systems: Universidad Nacional Autónoma de México
  • Secure Coding Practices: University of California, Davis
  • Excel Time Series Models for Business Forecasting: Macquarie University
  • Basic Engineering Mathematics: Birla Institute of Technology & Science, Pilani
  • Device-based Models with TensorFlow Lite: DeepLearning.AI
  • Data Science with R - Capstone Project: IBM

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