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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


  • U

    Universidad Nacional de Colombia

    Sistemas difusos

    Skills you'll gain: Mathematical Modeling, Machine Learning Methods, Computational Logic, Mathematics and Mathematical Modeling, Mathematical Software, Model Optimization, Machine Learning, Applied Mathematics, System Design and Implementation, Programming Principles, Arithmetic

    5
    Rating, 5 out of 5 stars
    ·
    48 reviews

    Intermediate · Course · 1 - 4 Weeks

  • A

    AI CERTs

    AI for Legal Professionals

    Skills you'll gain: AI Integrations, Artificial Intelligence, Contract Management, Machine Learning Methods, Machine Learning, Predictive Modeling, Ethical Standards And Conduct

    Beginner · Course · 1 - 3 Months

  • I

    IBM

    Relational Database Administration Capstone Project

    Skills you'll gain: Database Administration, Database Architecture and Administration, Relational Databases, Database Management, Apache Airflow, Operational Databases, PostgreSQL, MySQL, Data Warehousing, Data Pipelines, Extract, Transform, Load, Database Management Systems, Database Design, Data Maintenance, SQL, Data Architecture, Performance Tuning, Disaster Recovery, Data Security, Data Transformation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    16 reviews

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    Python - Complete Python, Django, Data Science and ML Guide

    Skills you'll gain: Predictive Modeling, Data Preprocessing, Django (Web Framework), Data Visualization, Plot (Graphics), Predictive Analytics, Statistical Visualization, Model Training, Model Evaluation, File I/O, Application Programming Interface (API), Programming Principles, Databases, Development Environment, Web Applications, Code Reusability, Data Management, Functional Design, Memory Management, Data Validation

    Intermediate · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Analyze and Visualize Business Data with Power BI

    Skills you'll gain: Dashboard Creation, Power BI, Data Modeling, Analytical Skills, Data Visualization, Data Presentation, Analysis, Spatial Data Analysis, Data Integration, Datamaps, Data Wrangling, Business Reporting, Business Intelligence Software, Data Management, Spreadsheet Software, Storytelling, Management Reporting, Business Analytics, Analytics, Visualization (Computer Graphics)

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Beginner · Specialization · 3 - 6 Months

  • P

    Pontificia Universidad Católica de Chile

    Circuitos con SPICE: Fundamentos de los circuitos eléctricos

    Skills you'll gain: Basic Electrical Systems, Electronic Components, Electrical Engineering, Electrical Systems, Electrical Power, Electronics, Network Analysis, Engineering Analysis, Schematic Diagrams, Simulation and Simulation Software, Mathematical Modeling

    4.9
    Rating, 4.9 out of 5 stars
    ·
    48 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Manage Features

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Data Modeling, Google Cloud Platform, Feature Engineering, Model Training, Data Store, Data Preprocessing, Data Processing, Data Management, Data Storage Technologies

    4.1
    Rating, 4.1 out of 5 stars
    ·
    16 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad de Palermo

    Business Intelligence & Analytics

    Skills you'll gain: Business Intelligence, Data Governance, Data Storytelling, Data Presentation, Data Management, Business Analytics, Looker (Software), Performance Measurement, Data Visualization, Interactive Data Visualization, Key Performance Indicators (KPIs), Business Metrics, Data Modeling, Data Warehousing, Cloud Computing Architecture, General Data Protection Regulation (GDPR), Digital Transformation, Performance Metric, Emerging Technologies, Information Management

    4.3
    Rating, 4.3 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Pontificia Universidad Católica de Chile

    Programa especializado en circuitos eléctricos con SPICE

    Skills you'll gain: Three-Phase, Basic Electrical Systems, Electrical Engineering, Electronic Components, Electrical Systems, Electronic Systems, Electric Power Systems, Electrical Power, Electrical and Computer Engineering, Electronics, Network Analysis, Electronics Engineering, Engineering Analysis, Differential Equations, Schematic Diagrams, Mathematical Modeling, Engineering Calculations, Simulation and Simulation Software, Simulations, Design Specifications

    4.9
    Rating, 4.9 out of 5 stars
    ·
    50 reviews

    Intermediate · Specialization · 1 - 3 Months

  • P

    Packt

    R Ultimate 2024 - R for Data Science and Machine Learning

    Skills you'll gain: Rmarkdown, Autoencoders, Shiny (R Package), Deep Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Model Evaluation, R (Software), Artificial Intelligence and Machine Learning (AI/ML), Data Import/Export, Classification Algorithms, Reinforcement Learning, R Programming, Machine Learning Methods, Model Training, Ggplot2, Plot (Graphics), Data Manipulation, Convolutional Neural Networks, Machine Learning Algorithms

    Beginner · Specialization · 3 - 6 Months

  • U

    University of California, Santa Cruz

    Bayesian Statistics: Capstone Project

    Skills you'll gain: Bayesian Statistics, Technical Communication, Data Presentation, Statistical Reporting, R Programming, Statistical Analysis, Statistical Modeling, Statistical Programming, Data Analysis, Time Series Analysis and Forecasting, R (Software), Markov Model, Statistical Methods, Statistical Inference, Sampling (Statistics), Simulations, Model Evaluation, Probability Distribution

    4.5
    Rating, 4.5 out of 5 stars
    ·
    10 reviews

    Advanced · Course · 1 - 4 Weeks

  • T

    The Chinese University of Hong Kong

    离散优化算法篇 Solving Algorithms for Discrete Optimization

    Skills you'll gain: Model Optimization, Operations Research, Applied Mathematics, Algorithms, Numerical Analysis, Mathematical Modeling, Combinatorics, Computational Logic, Performance Tuning, Programming Principles, Theoretical Computer Science, Linear Algebra

    Intermediate · Course · 1 - 4 Weeks

1…252253254…358

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

  • Sistemas difusos: Universidad Nacional de Colombia
  • AI for Legal Professionals: AI CERTs
  • Relational Database Administration Capstone Project: IBM
  • Python - Complete Python, Django, Data Science and ML Guide: Packt
  • Analyze and Visualize Business Data with Power BI: EDUCBA
  • Circuitos con SPICE: Fundamentos de los circuitos eléctricos: Pontificia Universidad Católica de Chile
  • Machine Learning Operations (MLOps) with Vertex AI: Manage Features: Google Cloud
  • Business Intelligence & Analytics: Universidad de Palermo
  • Programa especializado en circuitos eléctricos con SPICE: Pontificia Universidad Católica de Chile
  • R Ultimate 2024 - R for Data Science and Machine Learning: Packt

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