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.

Skills you'll gain: Google Gemini, Model Deployment, Development Environment, Gemini, Cloud Deployment, LLM Application, Artificial Intelligence, Large Language Modeling, Generative AI, Application Deployment, AI Workflows, AI Personalization, AI Integrations, Application Development, Software Architecture, AI literacy, Software Development Tools, Software Installation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Portfolio Risk, Portfolio Management, Investment Management, Investments, Risk Modeling, Financial Modeling, Return On Investment, Financial Analysis, Performance Measurement, Analysis, Performance Analysis, Financial Market, Risk Analysis, Performance Metric, Statistical Methods, Probability & Statistics, Statistical Analysis, Correlation Analysis, Asset Management, Capital Markets
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: 3D Assets, 3D Modeling, Computer Graphics, Animation and Game Design, Model Optimization, Data Import/Export, Performance Tuning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Apache Airflow, Data Pipelines, Scalability, Feature Engineering, Extract, Transform, Load, Workflow Management, AI Workflows, AI Orchestration, Data Infrastructure, Data Integration, Database Design, Data Modeling, Data Architecture, Data Quality, Data Processing, Data Storage
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Operations Research, Revenue Management, Demand Planning, Process Optimization, Process Improvement and Optimization, Simulation and Simulation Software, Logistics, Model Optimization, Microsoft Excel, Logistics Management, Business Analytics, Transportation, Supply Chain, and Logistics, Forecasting, Supply Chain, Risk Analysis, Regulatory Compliance, Cost Reduction
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Large Language Modeling, LLM Application, Generative AI, Model Evaluation, Retrieval-Augmented Generation, AI Workflows, Data Preprocessing, Model Training, Fine-tuning, No-Code Development, Application Development
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Plotly, Pandas (Python Package), Plot (Graphics), Interactive Data Visualization, Data Visualization, Data Analysis, Data Visualization Software, Restful API, Application Programming Interface (API), Python Programming, Data Manipulation, Data Validation, Context Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cost Benefit Analysis, Profit and Loss (P&L) Management, Cost Accounting, Financial Modeling, Management Accounting, Financial Analysis, Income Statement, Cost Management, Financial Forecasting, Product Strategy, Mathematical Modeling, Risk Analysis, Revenue Forecasting, Finance, Business, Decision Making, Risk Management
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Project Estimation, Cost Estimation, Project Planning, Software Engineering, Software Development Methodologies, Risk Analysis, Dependency Analysis, Model Optimization, Verification And Validation, Software Development, Risk Management Framework, Requirements Analysis
Mixed · Course · 1 - 3 Months

Macquarie University
Skills you'll gain: Due Diligence, Business Valuation, Entrepreneurship, Fundraising and Crowdsourcing, Business Ethics, Sales Strategy, Contract Negotiation, Grant Applications, Price Negotiation, Environmental Social And Corporate Governance (ESG), Legal Risk, Tax Management, Tax, Risk Management, Organizational Structure, Research and Design
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Google Cloud Platform, Model Deployment, Unstructured Data, MLOps (Machine Learning Operations), Big Data, Data Pipelines, Machine Learning Methods, Model Training, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Cloud Platforms, Jupyter, Machine Learning, Predictive Modeling, Natural Language Processing
Intermediate · Course · 1 - 3 Months

Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Operational Data Store, Feature Engineering, Data Store, Data Storage, Data Modeling, Data Management, Data Import/Export
Intermediate · Course · 1 - 4 Weeks