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Explore the Predictive Modeling Course Catalog
Skills you'll gain: Data Wrangling, Data Cleansing, Data Analysis, Data Manipulation, Data Transformation, Data Import/Export, Exploratory Data Analysis, Predictive Analytics, Statistical Analysis, Regression Analysis, Predictive Modeling, Pandas (Python Package), Scikit Learn (Machine Learning Library), Statistical Modeling, Machine Learning Methods, Feature Engineering, Python Programming, Data Pipelines, NumPy
- Status: New AI skills
Google
Skills you'll gain: Threat Modeling, Open Web Application Security Project (OWASP), Intrusion Detection and Prevention, Security Controls, Vulnerability Management, Incident Response, Computer Security Incident Management, Cyber Threat Intelligence, Vulnerability Assessments, Event Monitoring, Network Security, Security Awareness, Threat Detection, Risk Management, Cybersecurity, Hardening, Bash (Scripting Language), Data Ethics, Linux Commands, Debugging
University of Pennsylvania
Skills you'll gain: Mathematical Modeling, Statistical Modeling, Regression Analysis, Business Modeling, Financial Modeling, Business Mathematics, Predictive Modeling, Probability, Operations Research, Business Process Modeling, Business Risk Management, Statistical Analysis, Probability Distribution, Simulation and Simulation Software
University of California San Diego
Skills you'll gain: Predictive Modeling, Data Validation, Predictive Analytics, Verification And Validation, Statistical Modeling, Applied Machine Learning, Regression Analysis, Supervised Learning, Feature Engineering, Classification And Regression Tree (CART), Python Programming, Statistical Methods, Scikit Learn (Machine Learning Library), Data Analysis, Text Mining, Machine Learning, Test Data, Machine Learning Algorithms, Natural Language Processing
Skills you'll gain: SAS (Software), Predictive Modeling, Statistical Modeling, Predictive Analytics, Big Data, Regression Analysis, Data Analysis Software, Feature Engineering, Performance Analysis, Performance Measurement, Statistical Analysis, Data Cleansing, Statistical Hypothesis Testing
University of Pennsylvania
Skills you'll gain: Return On Investment, Financial Reporting, Finance, Financial Data, Capital Budgeting, Financial Statements, Financial Modeling, Mathematical Modeling, Statistical Modeling, Regression Analysis, Business Modeling, Income Statement, Financial Analysis, Risk Analysis, Cash Flows, Business Mathematics, Financial Planning, Spreadsheet Software, Google Sheets, Excel Formulas
Skills you'll gain: Supervised Learning, Feature Engineering, Jupyter, Unsupervised Learning, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Python Programming, Applied Machine Learning, Statistical Machine Learning, Predictive Modeling, Machine Learning, Dimensionality Reduction, Classification And Regression Tree (CART), Matplotlib, Regression Analysis, Random Forest Algorithm, Statistical Modeling, Data Manipulation
Skills you'll gain: Unsupervised Learning, Scikit Learn (Machine Learning Library), PyTorch (Machine Learning Library), Exploratory Data Analysis, Deep Learning, Microsoft Azure, Data Visualization, Applied Machine Learning, Regression Analysis, Predictive Modeling, Image Analysis, Pandas (Python Package), Artificial Intelligence and Machine Learning (AI/ML), Data Science, MLOps (Machine Learning Operations), Machine Learning, Supervised Learning, Tensorflow, Artificial Neural Networks
Skills you'll gain: Jupyter, Data Modeling, Data Science, Application Deployment, Data-Driven Decision-Making, User Feedback, Data Mining, Data Cleansing, Business Research, Data Manipulation, Business Analysis, Data Processing, Predictive Modeling, Continuous Improvement Process
DeepLearning.AI
Skills you'll gain: Generative AI, OpenAI, ChatGPT, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, Artificial Intelligence, Applied Machine Learning, Scalability, Natural Language Processing, Machine Learning Methods, Product Lifecycle Management, Application Deployment, Reinforcement Learning, User Feedback, Performance Tuning
Skills you'll gain: Dashboard, Data Visualization Software, Plotly, Data Wrangling, Data Visualization, Exploratory Data Analysis, Data Cleansing, Jupyter, Matplotlib, Data Analysis, Pandas (Python Package), Data Manipulation, Seaborn, Data Transformation, Data Import/Export, Predictive Modeling, Web Scraping, Interactive Data Visualization, Automation, Python Programming
Vanderbilt University
Skills you'll gain: ChatGPT, Ideation, Verification And Validation, Data Presentation, Document Management, Generative AI, Creative Thinking, Creativity, Artificial Intelligence, Risk Management Framework, OpenAI, Productivity Software, Microsoft Excel, Data Ethics, Data Analysis, Information Management, Natural Language Processing, Data Transformation, Technical Communication, Problem Solving
In summary, here are 10 of our most popular predictive modeling courses
- Data Analysis with Python:Â IBM
- Google Cybersecurity:Â Google
- Fundamentals of Quantitative Modeling:Â University of Pennsylvania
- Meaningful Predictive Modeling:Â University of California San Diego
- Predictive Modeling with Logistic Regression using SAS :Â SAS
- Finance & Quantitative Modeling for Analysts:Â University of Pennsylvania
- Machine Learning with Python:Â IBM
- Create Machine Learning Models in Microsoft Azure:Â Microsoft
- Data Science Methodology:Â IBM
- Generative AI with Large Language Models:Â DeepLearning.AI