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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


  • P

    Packt

    Deep Learning: Recurrent Neural Networks with Python

    Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Model Optimization, Recurrent Neural Networks (RNNs), Tensorflow, Artificial Intelligence, Model Training, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Large Language Modeling, Text Mining, Artificial Neural Networks, Machine Learning, Natural Language Processing, Deep Learning, Predictive Modeling, Classification Algorithms, Time Series Analysis and Forecasting, Network Architecture

    Beginner · Specialization · 1 - 3 Months

  • S

    SAS

    Statistics You Need to Know for Machine Learning

    Skills you'll gain: Exploratory Data Analysis, Logistic Regression, Correlation Analysis, Applied Machine Learning, Model Evaluation, Data Modeling

    Intermediate · Course · 1 - 3 Months

  • U

    University of California, Santa Cruz

    Tutoring and Teaching Math for Understanding

    Skills you'll gain: Instructional Strategies, Student-Centred Learning, Logical Reasoning

    Intermediate · Course · 1 - 3 Months

  • C

    CertNexus

    Build Decision Trees, SVMs, and Artificial Neural Networks

    Skills you'll gain: Classification And Regression Tree (CART), Convolutional Neural Networks, Random Forest Algorithm, Recurrent Neural Networks (RNNs), Decision Tree Learning, Deep Learning, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Predictive Modeling, Supervised Learning, Computer Vision, Classification Algorithms, Model Training, Natural Language Processing

    ★ 4.9 (14) · Intermediate · Course · 1 - 3 Months

  • F

    Fundação Instituto de Administração

    Data Analysis for Business

    Skills you'll gain: Data Visualization, Data Presentation, Business Analytics, Regression Analysis, Descriptive Statistics, Data Analysis, Data-Driven Decision-Making, Statistical Inference, Statistical Methods, Data Strategy, Analytics, Strategic Decision-Making, Statistical Analysis, Data Science, Probability & Statistics, Statistical Hypothesis Testing, Statistical Modeling, Correlation Analysis

    ★ 4.6 (29) · Intermediate · Course · 1 - 3 Months

  • D

    Dartmouth College

    Foundations for Machine Learning

    Skills you'll gain: Probability & Statistics, Statistical Methods, Classification Algorithms, Calculus

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Spacecraft Relative Motion Kinematics and Kinetics

    Skills you'll gain: Mechanics, Differential Equations, Mathematical Modeling, Advanced Mathematics, Control Systems, Linear Algebra, Applied Mathematics, Physics, Calculus

    ★ 4.9 (11) · Advanced · Course · 1 - 4 Weeks

  • E

    EDUCBA

    C# Programming & Desktop Application Development

    Skills you'll gain: C# (Programming Language), Data Modeling, User Interface (UI), jQuery, Microsoft SQL Servers, User Interface (UI) Design, Application Design, Microsoft Visual Studio, Application Development, Data Validation, Code Reusability, Database Application, Business Reporting, Data Management, Object Oriented Design, .NET Framework, Data Structures, Web Development, Maintainability, Performance Tuning

    ★ 5 (12) · Beginner · Specialization · 1 - 3 Months

  • P

    Packt

    The Blender 4 Ultimate Guide

    Skills you'll gain: 3D Assets, Computer Graphics, Computer Graphic Techniques, Visualization (Computer Graphics), AI powered creativity, Post-Production, Graphical Tools, Virtual Environment, Content Management, File Management, Model Optimization, Generative AI, Image Quality, Functional Design, Design Elements And Principles, Design, Simulations, Aesthetics

    Intermediate · Specialization · 3 - 6 Months

  • L

    LearnQuest

    Designing Information System Security Architectures

    Skills you'll gain: Threat Modeling, Incident Response, IT Security Architecture, Incident Management, Security Architecture Review, Application Security, Identity and Access Management, Security Testing, Continuous Monitoring, Information Systems Security, Network Security, Security Strategy, Systems Architecture, Security Management, Security Engineering, Zero Trust Network Access, Security Awareness, Risk Management Framework, Cybersecurity, Enterprise Architecture

    ★ 4.1 (7) · Beginner · Specialization · 1 - 3 Months

  • R

    Real Madrid Graduate School Universidad Europea

    How Did We Get Here?The Development of Analytics in Football

    Skills you'll gain: Analytics, Performance Analysis, Descriptive Analytics, Business Analytics, Advanced Analytics, Data-Driven Decision-Making, Data Analysis, Media and Communications, Analysis, Predictive Analytics, Digital Analysis, People Analytics, Performance Measurement, Data Collection, Spatial Data Analysis, Performance Reporting, Learning Styles, Innovation, Leadership, Communication

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Mastering NLP: Tokenization, Sentiment Analysis & Neural MT

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Fine-tuning, Model Evaluation, Recurrent Neural Networks (RNNs), Data Ethics, Responsible AI, Text Mining, Transfer Learning, PyTorch (Machine Learning Library), Artificial Neural Networks, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Classification Algorithms, Embeddings, Data Processing, Machine Learning, Data Analysis, Data Cleansing

    ★ 3.3 (7) · Intermediate · Specialization · 3 - 6 Months

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

  • Deep Learning: Recurrent Neural Networks with Python: Packt
  • Statistics You Need to Know for Machine Learning: SAS
  • Tutoring and Teaching Math for Understanding: University of California, Santa Cruz
  • Build Decision Trees, SVMs, and Artificial Neural Networks: CertNexus
  • Data Analysis for Business: Fundação Instituto de Administração
  • Foundations for Machine Learning: Dartmouth College
  • Spacecraft Relative Motion Kinematics and Kinetics: University of Colorado Boulder
  • C# Programming & Desktop Application Development: EDUCBA
  • The Blender 4 Ultimate Guide: Packt
  • Designing Information System Security Architectures: LearnQuest

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