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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


  • E

    EDUCBA

    Design and Visualize Landscape Gardens Using SketchUp

    Skills you'll gain: SketchUp (3D Modeling Software), 3D Modeling, 3D Assets, Visualization (Computer Graphics), Computer Graphic Techniques, Layout Design, Software Visualization

    ★ 4.7 (7) · Beginner · Course · 1 - 4 Weeks

  • P

    Peking University

    电磁学下——恒磁场与时变电磁场

    Skills you'll gain: electromagnetics, Electrical Engineering, Basic Electrical Systems, Physics, Advanced Mathematics, Materials science, Mechanics, Integral Calculus, Calculus, Trigonometry, Mathematical Modeling, Differential Equations

    ★ 5 (15) · Mixed · Course · 1 - 3 Months

  • P

    Politecnico di Milano

    Learning with AI

    Skills you'll gain: Large Language Modeling, LLM Application, Learning Strategies, Education Software and Technology, AI Personalization, AI literacy, Lifelong Learning, Human Learning, Adult Learning Principles, Student-Centred Learning, Generative AI, Critical Thinking, Goal Setting

    ★ 5 (9) · Beginner · Course · 1 - 4 Weeks

  • T

    The University of Chicago

    Machine Learning: Concepts and Applications

    Skills you'll gain: Keras (Neural Network Library), Machine Learning Methods, Unsupervised Learning, Machine Learning Algorithms, Deep Learning, Machine Learning, Statistical Machine Learning, Machine Learning Software, Decision Tree Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Classification Algorithms, Supervised Learning, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML), Random Forest Algorithm, Model Training, Dimensionality Reduction, Model Evaluation, Data Preprocessing

    ★ 3.9 (25) · Intermediate · Course · 1 - 3 Months

  • I

    IBM

    Ethical Hacking Capstone Project: Breach, Response, AI

    Skills you'll gain: Vulnerability Assessments, Vulnerability Management, Cybersecurity, AI Security, Data Persistence, Technical Communication, Risk Analysis

    ★ 4.9 (12) · Advanced · Course · 1 - 3 Months

  • P

    Packt

    Introduction to PMP and Agile Methodologies

    Skills you'll gain: Project Documentation, Agile Methodology, Agile Project Management, Project Management, Agile Software Development, Project Management Life Cycle, Project Planning, Project Management Institute (PMI) Methodology, Sprint Planning, Backlogs, Stakeholder Management, Team Management

    ★ 5 (6) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Creating a Technology Startup Company

    Skills you'll gain: Product Planning, Target Market, Persona Development, Operational Performance Management, Target Audience, Market Opportunities, Systems Thinking, Business Modeling, Product Lifecycle Management, Customer Analysis, Operational Analysis, Entrepreneurship, Leadership and Management, Business Planning, Engineering Management, Market Analysis, People Management, New Product Development, Governance, Engineering

    ★ 4.7 (14) · Beginner · Course · 1 - 3 Months

  • I

    Instituto Tecnológico de Aeronáutica

    Controle a Tempo Discreto

    Skills you'll gain: Control Systems, Simulation and Simulation Software, Digital Signal Processing, Engineering Analysis, Mathematical Modeling, Systems Analysis, Differential Equations, Estimation, Linear Algebra

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Introduction to Gemini Enterprise

    Skills you'll gain: Google Gemini, Generative AI Agents, Google Cloud Platform, Cloud Security, Google Workspace, Agentic Workflows, AI Workflows, Agentic systems, Data Access, LLM Application, Large Language Modeling, Enterprise Security, Data Store, Data Integration, Artificial Intelligence, Case Studies, Data Security, Authorization (Computing), Application Deployment, Retrieval-Augmented Generation

    ★ 3.4 (10) · Beginner · Course · 1 - 3 Months

  • C

    Coursera

    LLM Engineering That Works: Prompting, Tuning, and Retrieval

    Skills you'll gain: Responsible AI, MLOps (Machine Learning Operations), Model Optimization, Model Deployment, Feature Engineering, Product Requirements, Prompt Engineering, Data Ethics, Prompt Patterns, LLM Application, Model Training, Kubernetes, AI Security, Systems Architecture, Large Language Modeling, Model Evaluation, PyTorch (Machine Learning Library), Apache Airflow, Data Pipelines, SQL

    Intermediate · Professional Certificate · 3 - 6 Months

  • A

    Alberta Machine Intelligence Institute

    Introduction to Generative AI: Concepts and Techniques

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Prompt Patterns, Generative Model Architectures, Large Language Modeling, AI Security, Open Source Technology, Responsible AI, Embeddings, Fine-tuning, Natural Language Processing

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Bracketology with Google Machine Learning

    Skills you'll gain: Data Preprocessing, Model Evaluation, Applied Machine Learning, Feature Engineering, Data Transformation, Big Data, Google Cloud Platform, Analytics, Data Manipulation, Predictive Analytics, Model Training, Predictive Modeling, Machine Learning, Data Access, Exploratory Data Analysis, SQL

    Beginner · Project · Less Than 2 Hours

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

  • Design and Visualize Landscape Gardens Using SketchUp: EDUCBA
  • 电磁学下——恒磁场与时变电磁场: Peking University
  • Learning with AI: Politecnico di Milano
  • Machine Learning: Concepts and Applications: The University of Chicago
  • Ethical Hacking Capstone Project: Breach, Response, AI: IBM
  • Introduction to PMP and Agile Methodologies: Packt
  • Creating a Technology Startup Company: University of Colorado Boulder
  • Controle a Tempo Discreto: Instituto Tecnológico de Aeronáutica
  • Introduction to Gemini Enterprise: Google Cloud
  • LLM Engineering That Works: Prompting, Tuning, and Retrieval: Coursera

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