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.

DeepLearning.AI
Skills you'll gain: Large Language Modeling, Model Evaluation, Model Training, Hugging Face, Data Preprocessing, Fine-tuning, Model Optimization, Transfer Learning, Generative AI
★ 4.6 (18) · Beginner · Project · Less Than 2 Hours

Politecnico di Milano
Skills you'll gain: Physics, Electrical Systems, Experimentation, Basic Electrical Systems, Scientific Methods, electromagnetics, Science and Research, Physical Science, Materials science, Mathematical Modeling
★ 4.8 (36) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Excel Macros, Data Validation, Pivot Tables And Charts, Microsoft Excel, Data Visualization, Scatter Plots, Histogram, Data Integrity, Excel Formulas, Spreadsheet Software, Analysis, Forecasting, Data Analysis Software, Data Analysis, Debugging, Visual Basic (Programming Language), Automation
★ 4.9 (12) · Beginner · Course · 1 - 4 Weeks

Illinois Tech
Skills you'll gain: Design Thinking, Global Marketing, Entrepreneurship, Business Modeling, Solution Design, Innovation, Team Building, Sales Presentations, Storytelling, Open Mindset, Market Research, Team Management, Entrepreneurial Finance, New Product Development, Ideation, Business Planning, Commercialization, New Business Development, Teamwork, Team Leadership
Intermediate · Course · 1 - 3 Months

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 (16) · Advanced · Course · 1 - 3 Months

Packt
Skills you'll gain: Data Cleansing, Data Manipulation, Advanced Analytics, Applied Machine Learning, Data Wrangling, Fraud detection, Data Transformation, Predictive Modeling, Data Processing, Machine Learning, Data Analysis, Model Training, Data Preprocessing, Sampling (Statistics), Data Integration, Case Studies, Model Evaluation, Workflow Management
Intermediate · Course · 1 - 3 Months

Illinois Tech
Skills you'll gain: Unified Modeling Language, File I/O, Debugging, Object Oriented Programming (OOP), Object Oriented Design, Python Programming, Computer Programming, Programming Principles, System Programming, Pseudocode, Program Development, Event-Driven Programming, Diagram Design, Software Design, Data Import/Export, User Interface (UI), Data Structures, Graphical Tools, UI Components
★ 4.7 (21) · Beginner · Course · 1 - 3 Months

The Hong Kong University of Science and Technology
Skills you'll gain: Physics, Advanced Mathematics, Simulations, Mechanics, Integral Calculus, Mathematical Modeling, Calculus, Probability, Differential Equations, Probability & Statistics, Physical Science, Statistical Methods
★ 4.8 (33) · Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Prompt Engineering, Risk Modeling, Risk Analysis, Continuous Monitoring, Data Synthesis, Decision Intelligence, Generative AI, Risk Management Framework, Risk Management, Data-Driven Decision-Making, Data Integration, AI Integrations, Automation
Advanced · Course · 1 - 4 Weeks

Pontificia Universidad Católica de Chile
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 (48) · Beginner · Course · 1 - 4 Weeks

LearnKartS
Skills you'll gain: Salesforce Development, Salesforce, User Accounts, User Provisioning, Customer Relationship Management (CRM) Software, No-Code Development, Application Development, Application Design, User Interface (UI), Cloud Technologies
★ 4.9 (8) · Beginner · Course · 1 - 4 Weeks

Universidad de Palermo
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 (10) · Beginner · Course · 1 - 4 Weeks