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Explore the Predictive Modeling Course Catalog
- Status: Free Trial
Johns Hopkins University
Skills you'll gain: Predictive Modeling, Machine Learning Algorithms, Classification And Regression Tree (CART), R Programming, Applied Machine Learning, Supervised Learning, Predictive Analytics, Feature Engineering, Data Validation, Decision Tree Learning, Random Forest Algorithm, Machine Learning, Data Processing, Regression Analysis
- Status: Free Trial
University of Michigan
Skills you'll gain: Data Processing, Data Visualization, Data Cleansing, Data Collection, Data Visualization Software, Visualization (Computer Graphics), Data Analysis, Data Modeling, Python Programming, Web Scraping, Algorithms, Scripting, Database Management
- Status: Free Trial
University of California San Diego
Skills you'll gain: Graph Theory, Combinatorics, Computational Logic, Computational Thinking, Probability, Theoretical Computer Science, Logical Reasoning, Deductive Reasoning, Cryptography, Probability & Statistics, Public Key Cryptography Standards (PKCS), Arithmetic, Algorithms, Mathematical Modeling, Network Analysis, Encryption, Data Structures, Mathematical Theory & Analysis, Operations Research, Computer Security
- Status: Free Trial
University of Toronto
Skills you'll gain: Computer Vision, Image Analysis, Automation, Software Architecture, Simulation and Simulation Software, Deep Learning, Control Systems, Hardware Architecture, Estimation, Safety Assurance, Systems Architecture, Graph Theory, Artificial Intelligence and Machine Learning (AI/ML), Global Positioning Systems, Reinforcement Learning, Artificial Intelligence, Artificial Neural Networks, Spatial Data Analysis, Algorithms, Mathematical Modeling
- Status: Free Trial
Skills you'll gain: Generative AI, ChatGPT, Prompt Engineering, Artificial Intelligence, Large Language Modeling, Content Creation, Virtual Environment, Image Analysis
- Status: Preview
The University of Sydney
Skills you'll gain: Calculus, Integral Calculus, Algebra, Advanced Mathematics, Engineering Calculations, Geometry, Trigonometry, Graphing, Mathematical Modeling, Derivatives
- Status: Free Trial
The Hong Kong University of Science and Technology
Skills you'll gain: Linear Algebra, Matlab, Differential Equations, Integral Calculus, Numerical Analysis, Engineering Calculations, Engineering Analysis, Applied Mathematics, Finite Element Methods, Calculus, Algebra, Geometry, Advanced Mathematics, Engineering, General Mathematics, Mathematical Modeling, Mechanical Engineering, Scripting, Vibrations, Simulation and Simulation Software
- Status: Free Trial
Skills you'll gain: IT Infrastructure, Network Troubleshooting, Systems Administration, OSI Models, Computer Networking, Microsoft Windows, Cybersecurity, Desktop Support, Package and Software Management, Application Security, Network Security, Threat Modeling, General Networking, File Systems, Security Management, Lightweight Directory Access Protocols, Disaster Recovery, Technical Support, Software Installation, Computer Hardware
- Status: Free Trial
Skills you'll gain: Predictive Modeling, Unsupervised Learning, Deep Learning, Applied Machine Learning, Data Science, Machine Learning, PyTorch (Machine Learning Library), Machine Learning Algorithms, Scikit Learn (Machine Learning Library), Supervised Learning, Pandas (Python Package), Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Statistical Modeling, Classification And Regression Tree (CART), Regression Analysis, Keras (Neural Network Library), Image Analysis, Microsoft Azure
- Status: Free Trial
University of California San Diego
Skills you'll gain: Web Scraping, Data Visualization, Predictive Analytics, Interactive Data Visualization, Predictive Modeling, Data Visualization Software, Jupyter, Scikit Learn (Machine Learning Library), Supervised Learning, MLOps (Machine Learning Operations), Design Thinking, Pandas (Python Package), Data Processing, Feature Engineering, Application Deployment, Web Frameworks, Data Validation, Data Manipulation, Machine Learning, Python Programming
- Status: Free TrialStatus: AI skills
Microsoft
Skills you'll gain: Threat Modeling, MITRE ATT&CK Framework, Azure Active Directory, Penetration Testing, Vulnerability Management, Network Security, Threat Management, Authentications, Cyber Security Strategy, Cybersecurity, Cloud Computing, Cryptography, Security Management, Generative AI, Records Management, Compliance Management, Cyber Threat Intelligence, Cloud Security, Active Directory, Computer Security Incident Management
- Status: Free Trial
University of California, Santa Cruz
Skills you'll gain: Bayesian Statistics, Time Series Analysis and Forecasting, R Programming, Statistical Methods, Data Presentation, Forecasting, Predictive Modeling, Statistical Inference, Statistical Modeling, Markov Model, Probability, Probability & Statistics, Statistical Machine Learning, Data Analysis, Statistical Analysis, Regression Analysis, Statistics, Unsupervised Learning, Probability Distribution, Data Science
In summary, here are 10 of our most popular predictive modeling courses
- Practical Machine Learning:Â Johns Hopkins University
- Capstone: Retrieving, Processing, and Visualizing Data with Python:Â University of Michigan
- Introduction to Discrete Mathematics for Computer Science:Â University of California San Diego
- Self-Driving Cars:Â University of Toronto
- Generative AI: Introduction and Applications:Â IBM
- Introduction to Calculus:Â The University of Sydney
- Mathematics for Engineers:Â The Hong Kong University of Science and Technology
- Soporte de TecnologÃas de la Información de Google: Google
- Create Machine Learning Models in Microsoft Azure:Â Microsoft
- Python Data Products for Predictive Analytics:Â University of California San Diego