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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


  • I

    IBM

    Generative AI and LLMs: Architecture and Data Preparation

    Skills you'll gain: Large Language Modeling, Generative AI, Generative Model Architectures, LLM Application, Generative Adversarial Networks (GANs), Hugging Face, Data Pipelines, PyTorch (Machine Learning Library), Natural Language Processing, Data Preprocessing, Model Training, Recurrent Neural Networks (RNNs)

    ★ 4.7 (425) · Intermediate · Course · 1 - 4 Weeks

  • D

    Duke University

    Java Programming: Principles of Software Design

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Java Programming, Software Engineering, Programming Principles, Computer Programming, Computer Programming Tools, Software Design, Algorithms, Data Structures, Data Import/Export, Markov Model, Performance Tuning, Performance Testing, File I/O, Debugging, Application Programming Interface (API)

    ★ 4.6 (1.5K) · Beginner · Course · 1 - 3 Months

  • C

    Copenhagen Business School

    Digital Competition in Financial Services

    Skills you'll gain: Technology Strategies, FinTech, Digital Transformation, Financial Services, Business Strategy, Financial Regulations, Market Dynamics, Computing Platforms, Competitive Analysis, Business Modeling, Innovation, Governance

    ★ 4.6 (1K) · Beginner · Course · 1 - 3 Months

  • U

    Universitat Politècnica de València

    Viscoelasticidad en materiales poliméricos. Modelización

    Skills you'll gain: Mechanical Engineering, Mathematical Modeling, Vibrations, Simulation and Simulation Software, Engineering Analysis, Structural Analysis, Materials science, Experimentation, Model Evaluation, Mechanics, Applied Mathematics, Engineering Design Process, Estimation

    Beginner · Course · 1 - 3 Months

  • S

    Stanford University

    Game Theory II: Advanced Applications

    Skills you'll gain: Game Theory, Bidding, Social Sciences, Resource Allocation, Economics, Social Impact, Behavioral Economics, Decision Making, Mathematical Theory & Analysis

    ★ 4.7 (651) · Advanced · Course · 1 - 3 Months

  • T

    The University of Melbourne

    Essentials of Corporate Finance

    Skills you'll gain: Financial Analysis, Financial Statement Analysis, Financial Statements, Corporate Finance, Corporate Strategy, Financial Management, Financial Accounting, Portfolio Risk, Financial Acumen, Accounting, Financial Systems, Investments, Capital Markets, Market Liquidity, Balance Sheet, Derivatives, Financial Modeling, Financial Market, Income Statement, Investment Management

    ★ 4.7 (2K) · Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Building Vision and NLP Workflows with TensorFlow pipelines

    Skills you'll gain: Model Evaluation, Image Analysis, Computer Vision, Vision Transformer (ViT), Tensorflow, Keras (Neural Network Library), AI Workflows, Model Training, Embeddings, Deep Learning, Large Language Modeling, Natural Language Processing, Model Deployment, Model Optimization, Data Pipelines, Risk Modeling, Data Preprocessing

    Intermediate · Course · 1 - 3 Months

  • N

    New York Institute of Finance

    Market Risk Management: Frameworks & Strategies

    Skills you'll gain: Portfolio Risk, Risk Management, Risk Modeling, Financial Market, Derivatives, Risk Management Framework, Investment Management, Portfolio Management, Risk Analysis, Market Data, Equities, Asset Management, Estimation, Financial Modeling, Statistical Modeling, Probability Distribution, Statistical Analysis, Probability & Statistics

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

  • E

    EDHEC Business School

    Python and Machine Learning for Asset Management

    Skills you'll gain: Investment Management, Portfolio Management, Asset Management, Investments, Portfolio Risk, Machine Learning Methods, Machine Learning, Statistical Machine Learning, Applied Machine Learning, Financial Modeling, Supervised Learning, Model Evaluation, Predictive Analytics, Market Data, Feature Engineering, Unsupervised Learning, Regression Analysis, Statistical Methods, Analysis, Computer Science

    ★ 3.1 (332) · Intermediate · Course · 1 - 3 Months

  • U

    University of Manchester

    Our Earth: Its Climate, History, and Processes

    Skills you'll gain: Physical Science, Environment, Hydrology, Mathematical Modeling, Environmental Science, Biology, Life Sciences, Scientific Methods

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

  • G

    Google Cloud

    AI Generatif untuk Layanan Kesehatan

    Skills you'll gain: Large Language Modeling, Generative AI, Generative AI Agents, Generative Model Architectures, LLM Application, Google Cloud Platform, Prompt Engineering, Multimodal Prompts, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Health Informatics, Machine Learning

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Master Lean Six Sigma & AI-Driven Quality for Professionals

    Skills you'll gain: Prompt Engineering, Lean Six Sigma, Six Sigma Methodology, Process Improvement and Optimization, Risk Management, Risk Management Framework, Regression Analysis, Risk Modeling, Risk Analysis, Statistics, Statistical Methods, Process Improvement, Process Analysis, Probability & Statistics, Continuous Improvement Process, Statistical Process Controls, Pareto Chart, Service Improvement, Business Process Automation, Quality Improvement

    Beginner · Specialization · 3 - 6 Months

1…747576…359

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

  • Generative AI and LLMs: Architecture and Data Preparation: IBM
  • Java Programming: Principles of Software Design: Duke University
  • Digital Competition in Financial Services: Copenhagen Business School
  • Viscoelasticidad en materiales poliméricos. Modelización: Universitat Politècnica de València
  • Game Theory II: Advanced Applications: Stanford University
  • Essentials of Corporate Finance: The University of Melbourne
  • Building Vision and NLP Workflows with TensorFlow pipelines: Coursera
  • Market Risk Management: Frameworks & Strategies: New York Institute of Finance
  • Python and Machine Learning for Asset Management : EDHEC Business School
  • Our Earth: Its Climate, History, and Processes: University of Manchester

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