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.
University of Colorado Boulder
Skills you'll gain: Control Systems, Numerical Analysis, Simulations, Engineering Analysis, Mathematical Modeling, Linear Algebra, Differential Equations, Applied Mathematics, Mathematical Theory & Analysis
Advanced Ā· Course Ā· 1 - 4 Weeks

UniversitĆ di Napoli Federico II
Skills you'll gain: Unsupervised Learning, Supervised Learning, R Programming, R (Software), Artificial Neural Networks, Transfer Learning, Machine Learning, Exploratory Data Analysis, Tidyverse (R Package), Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Wrangling, Data Modeling
Intermediate Ā· Course Ā· 1 - 4 Weeks

Coursera
Skills you'll gain: Exploratory Data Analysis, Model Evaluation, Data Collection, Model Deployment, Data Ethics, MLOps (Machine Learning Operations), Feature Engineering, Data Cleansing, Applied Machine Learning, Data Analysis, Statistical Analysis, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Generative AI, Data Preprocessing, Continuous Monitoring
Intermediate Ā· Course Ā· 1 - 3 Months

University of Michigan
Skills you'll gain: ChatGPT, Generative AI, AI Product Strategy, Large Language Modeling, Data Ethics, Responsible AI, AI Enablement, Artificial Intelligence, Natural Language Processing, Economics, Policy, and Social Studies, Law, Regulation, and Compliance, Social Sciences, Healthcare Industry Knowledge
Mixed Ā· Course Ā· 1 - 4 Weeks

Skills you'll gain: Financial Analysis, Financial Statements, Financial Acumen, Cash Flows, Financial Data, Business Metrics, Business Modeling, Profit and Loss (P&L) Management, Strategic Decision-Making, Key Performance Indicators (KPIs)
Advanced Ā· Course Ā· 1 - 4 Weeks

Skills you'll gain: Data Visualization, Data-Driven Decision-Making, Data Ethics, R (Software), Data Science, Data Governance, Advanced Analytics
Beginner Ā· Course Ā· 1 - 4 Weeks

SkillsBooster Academy
Skills you'll gain: Marketing Automation, AI Enablement, Leadership, Dashboard, Marketing Strategies, Strategic Marketing, AI Personalization, Business Strategy, Marketing Analytics, Customer Analysis, Generative AI, Business Modeling, Deepseek, Market Analysis, Strategic Decision-Making, Content Marketing, Media Planning, Prompt Engineering, Online Advertising, Digital Marketing
Beginner Ā· Course Ā· 1 - 3 Months

Universidades AnƔhuac
Skills you'll gain: Innovation, Artificial Intelligence, Business Transformation, Emerging Technologies, New Product Development, Entrepreneurship, Business Modeling, Case Studies, Algorithms, Organizational Change, Lean Methodologies, Big Data, Machine Learning
Intermediate Ā· Course Ā· 1 - 3 Months

Skillshare
Skills you'll gain: 3D Modeling, 3D Assets, Color Theory, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Animations, Graphical Tools, Data Import/Export, Image Quality, Design Elements And Principles, User Interface (UI), Animation and Game Design, Creative Design
Beginner Ā· Specialization Ā· 1 - 3 Months

Skills you'll gain: Vision Transformer (ViT), Prompt Engineering, PyTorch (Machine Learning Library), Model Deployment, Transfer Learning, Hugging Face, Natural Language Processing, MLOps (Machine Learning Operations), Large Language Modeling, Cloud Deployment, Computer Vision, Generative AI, Image Analysis, Application Deployment, Generative Model Architectures, Embeddings, Data Preprocessing, Model Evaluation
Intermediate Ā· Specialization Ā· 1 - 4 Weeks

Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, AI Enablement, Large Language Modeling, Graph Theory, Artificial Intelligence and Machine Learning (AI/ML), Query Languages, Data Visualization Software, Development Environment
Intermediate Ā· Course Ā· 1 - 3 Months

Skills you'll gain: Cryptography, Cybersecurity, Network Security, Threat Modeling, Encryption, Identity and Access Management, Information Systems Security, Threat Detection, Firewall, Infrastructure Security, Security Controls, Security Strategy, Authorization (Computing), Authentications, Security Awareness, Risk Management Framework
Beginner Ā· Course Ā· 1 - 3 Months