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Explore the Predictive Modeling Course Catalog
- Status: Free Trial
Skills you'll gain: Computer Vision, Image Analysis, Matlab, Artificial Neural Networks, Deep Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Machine Learning Methods, Performance Tuning, Classification And Regression Tree (CART), Data Processing
- Status: Preview
Skills you'll gain: Unsupervised Learning, Deep Learning, Anomaly Detection, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Supervised Learning, Decision Tree Learning, Predictive Modeling, Random Forest Algorithm, Data Import/Export, Artificial Neural Networks, Data Modeling, Data Manipulation, Feature Engineering
- Status: Free Trial
University of Minnesota
Skills you'll gain: Predictive Analytics, Business Analytics, Customer Analysis, Project Design, Applied Machine Learning, Solution Design, Machine Learning, Brainstorming, Trend Analysis, Design Thinking, Analysis, Decision Tree Learning, Deep Learning, Time Series Analysis and Forecasting
- Status: Free Trial
University of Colorado Boulder
Skills you'll gain: Control Systems, Vibrations, Torque (Physics), Mathematical Modeling, Differential Equations, Simulation and Simulation Software, Engineering Analysis, Applied Mathematics, Mechanics
- Status: Free Trial
University of California, Davis
Skills you'll gain: Chemical Engineering, Safety Assurance, Failure Analysis, Risk Control, Engineering Analysis, Process Analysis, Engineering Calculations, Estimation, Mathematical Modeling
- Status: Preview
Peking University
Skills you'll gain: Algorithms, Pseudocode, Theoretical Computer Science, Computational Thinking, Combinatorics, Mathematical Modeling, Graph Theory, Data Structures, Numerical Analysis, Applied Mathematics, Network Routing, Design Strategies, Bioinformatics, Probability Distribution
- Status: Free Trial
Duke University
Skills you'll gain: AWS SageMaker, Large Language Modeling, MLOps (Machine Learning Operations), Amazon Web Services, Personally Identifiable Information, Amazon CloudWatch, Continuous Monitoring, Amazon Elastic Compute Cloud, General Data Protection Regulation (GDPR), Data Ethics, Secure Coding, Prompt Engineering, Rust (Programming Language), Generative AI, Software Development Tools, Cloud Computing, Serverless Computing, Development Environment
Skills you'll gain: Feature Engineering, Big Data, Anomaly Detection, Google Cloud Platform, Unsupervised Learning, Data Manipulation, Applied Machine Learning, Decision Tree Learning, Risk Modeling, Machine Learning Methods, Threat Detection, Supervised Learning, Advanced Analytics, Predictive Modeling, Machine Learning, Predictive Analytics, Transaction Processing
- Status: Preview
Skills you'll gain: Threat Modeling, Cyber Governance, Cybersecurity, Cyber Security Policies, Cryptography, Network Security, Cyber Risk, Cyber Attacks, Cyber Security Strategy, Threat Detection, Vulnerability Assessments, Incident Response
- Status: Free Trial
MathWorks
Skills you'll gain: Computer Vision, Image Analysis, Matlab, Applied Machine Learning, Machine Learning, Visualization (Computer Graphics), Data Validation, Performance Testing
- Status: Preview
Carnegie Mellon University
Skills you'll gain: Chemical Engineering, Engineering, Chemical and Biomedical Engineering, Applied Mathematics, Biochemistry, Mechanics, Physics, Molecular, Cellular, and Microbiology, Mathematical Modeling, Physical Science, Probability Distribution
- Status: Preview
University of Michigan
Skills you'll gain: Team Motivation, Visionary, Constructive Feedback, Team Building, Goal Setting, Leadership, Intercultural Competence, Employee Engagement, Performance Management, Expectation Management, Productivity, Communication
In summary, here are 10 of our most popular predictive modeling courses
- Introduction to Deep Learning for Computer Vision: MathWorks
- Practical Machine Learning on H2O: H2O.ai
- Predictive Analytics Project Ideation: University of Minnesota
- Control of Nonlinear Spacecraft Attitude Motion: University of Colorado Boulder
- Fire and Explosion Hazards Analysis: University of California, Davis
- 算法设计与分析 Design and Analysis of Algorithms: Peking University
- GenAI and LLMs on AWS: Duke University
- Fraud Detection on Financial Transactions with Machine Learning on Google Cloud: Google Cloud
- Introduction to Automotive Cybersecurity & Vehicle Networks: Starweaver
- Machine Learning for Computer Vision: MathWorks