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Explore the Predictive Modeling Course Catalog
- Status: Free Trial
DeepLearning.AI
Skills you'll gain: Supervised Learning, Applied Machine Learning, Jupyter, Scikit Learn (Machine Learning Library), Machine Learning, NumPy, Predictive Modeling, Feature Engineering, Artificial Intelligence, Classification And Regression Tree (CART), Python Programming, Regression Analysis, Statistical Modeling, Data Transformation
- Status: NewStatus: Free Trial
Coursera
Skills you'll gain: Supervised Learning, Unsupervised Learning, Time Series Analysis and Forecasting, Applied Machine Learning, Machine Learning Algorithms, Feature Engineering, Dimensionality Reduction, Machine Learning, Predictive Modeling, Predictive Analytics, Scikit Learn (Machine Learning Library), Forecasting, Data Processing, Anomaly Detection, Data Manipulation, Regression Analysis, Statistical Modeling, Data Transformation, Data Cleansing
- Status: Preview
University of Virginia
Skills you'll gain: Marketing Analytics, Marketing Effectiveness, Marketing, Marketing Strategies, Regression Analysis, Data-Driven Decision-Making, Strategic Marketing, Brand Management, Resource Allocation, Customer Insights, Predictive Analytics, Advertising Campaigns, Statistical Analysis, A/B Testing, Consumer Behaviour, Return On Investment
- Status: Free Trial
University of Michigan
Skills you'll gain: Feature Engineering, Applied Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning, Decision Tree Learning, Unsupervised Learning, Python Programming, Dimensionality Reduction, Random Forest Algorithm, Regression Analysis
- Status: Free Trial
Duke University
Skills you'll gain: Matplotlib, Pandas (Python Package), NumPy, Data Visualization, Data Cleansing, Data Structures, Scientific Visualization, Data Visualization Software, Predictive Analytics, Debugging, Data Manipulation, Object Oriented Programming (OOP), Regression Analysis, Python Programming, Data Science, Algorithms, Simulations, Microsoft Visual Studio, Predictive Modeling, Data Analysis
- Status: NewStatus: Free TrialStatus: AI skills
Skills you'll gain: Test Planning, Data Storytelling, Business Analysis, Business Process Modeling, Stakeholder Analysis, Process Optimization, Data Visualization, Requirements Management, Systems Design, Stakeholder Management, Systems Analysis, Database Design, Data Modeling, Stakeholder Engagement, Behavior-Driven Development, Information Technology, Computer Hardware, Process Analysis, Database Management, Agile Methodology
- Status: Free Trial
Skills you'll gain: SQL, Jupyter, Data Literacy, Data Mining, Peer Review, Data Modeling, Relational Databases, Stored Procedure, Databases, Data Science, Big Data, Computer Programming Tools, Query Languages, Data Cleansing, Data Visualization Software, GitHub, Business Analysis, R (Software), Cloud Computing, Python Programming
- Status: Free Trial
Skills you'll gain: Prompt Engineering, AI Product Strategy, Prompt Patterns, Generative AI, Commercialization, Product Management, ChatGPT, Google Gemini, Product Lifecycle Management, Stakeholder Communications, Technical Product Management, Customer experience improvement, Team Building, Artificial Intelligence, Return On Investment, Product Development, New Product Development, Artificial Intelligence and Machine Learning (AI/ML), Creativity, Responsible AI
National Taiwan University
Skills you'll gain: Operations Research, Mathematical Modeling, Process Optimization, Business Mathematics, Applied Mathematics, Business Modeling, Industrial Engineering, Business Operations, Operations Management, Resource Allocation, Business Analytics, Production Planning, Inventory Management System, Case Studies, Microsoft Excel, Scheduling, Linear Algebra, Decision Making, Portfolio Management, Algorithms
- Status: NewStatus: Free Trial
University of Cambridge
Skills you'll gain: Cash Flow Forecasting, Accrual Accounting, Financial Reporting, Finance, Environmental Social And Corporate Governance (ESG), Financial Analysis, Accounting, Financial Management, Financial Modeling, Corporate Finance, Capital Markets, Cash Flows, Financial Statements, Accruals, Depreciation, Key Performance Indicators (KPIs), Investments, Loans, Strategic Decision-Making, Problem Solving
- Status: Free Trial
University of Pennsylvania
Skills you'll gain: Return On Investment, Capital Budgeting, Financial Modeling, Financial Analysis, Corporate Finance, Business Valuation, Financial Management, Cost Benefit Analysis, Financial Acumen, Asset Management, Cash Flows, Risk Analysis, Cash Flow Forecasting
- Status: Free Trial
Skills you'll gain: Predictive Modeling, Data Ethics, Algorithms, Machine Learning, Predictive Analytics, Responsible AI, Artificial Intelligence, Statistical Modeling, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Data Collection, Risk Modeling, AI Product Strategy, Ethical Standards And Conduct, Computational Thinking, Economic Development, Economics
In summary, here are 10 of our most popular predictive modeling courses
- Supervised Machine Learning: Regression and Classification :Â DeepLearning.AI
- Foundations of Machine Learning:Â Coursera
- Marketing Analytics:Â University of Virginia
- Applied Machine Learning in Python:Â University of Michigan
- Programming for Python Data Science: Principles to Practice:Â Duke University
- IBM Systems Analyst:Â IBM
- Introduction to Data Science:Â IBM
- Generative AI for Product Managers:Â IBM
- Operations Research (1): Models and Applications:Â National Taiwan University
- Principles of Financial Leadership:Â University of Cambridge