Predictive Modeling Courses
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.
Popular Predictive Modeling Courses and Certifications
Status: Free TrialÉcole Polytechnique Fédérale de Lausanne
Skills you'll gain: Digital Communications, Communication Systems, Electrical and Computer Engineering, Programming Principles, Telecommunications, Advanced Mathematics, Algorithms, Linear Algebra, Mathematical Modeling, Applied Mathematics
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Capital Budgeting, Project Risk Management, Risk Analysis, Risk Mitigation, Risk Management, Financial Analysis, Project Finance, Business Valuation, Depreciation, Cash Flows, Financial Modeling, Spreadsheet Software, Microsoft Excel, Corporate Tax
Status: PreviewJohns Hopkins University
Skills you'll gain: Health Policy, Epidemiology, Infectious Diseases, Public Health, Policy Analysis, Mathematical Modeling, Statistical Modeling, Case Studies, Predictive Modeling, Decision Support Systems, Vulnerability
Status: Free TrialSkills you'll gain: Data Storytelling, Business Metrics, Key Performance Indicators (KPIs), Data Cleansing, Data Modeling, Data Literacy, Analytics, Data Analysis, Data Visualization, Analytical Skills, Exploratory Data Analysis, Data Quality, Business Analysis, Data Manipulation, Generative AI, Data Collection, Data Management, Marketing
Status: PreviewJohns Hopkins University
Skills you'll gain: Data Analysis, Analytical Skills, Data Management, Exploratory Data Analysis, Data-Driven Decision-Making, Predictive Analytics, Data Presentation, Descriptive Analytics, Data Collection, Statistical Modeling, Data Validation, Statistical Inference, Communication
Status: PreviewUNSW Sydney (The University of New South Wales)
Skills you'll gain: Mechanics, Physics, Experimentation, Engineering Calculations, Applied Mathematics, Physical Science, Systems Of Measurement, Engineering Analysis, Mathematical Modeling, Estimation
Status: PreviewKnowledge Accelerators
Skills you'll gain: Power BI, Data Import/Export, Business Intelligence, Data Transformation, Microsoft Power Platform, Data Visualization, Dashboard, Data Visualization Software, Data Presentation, Microsoft Excel, Interactive Data Visualization, Data Cleansing, Microsoft Teams, Business Analytics, Data Analysis, Management Reporting, Microsoft 365, Data Modeling, Microsoft Office, Data Science
Status: PreviewBoard Infinity
Skills you'll gain: Responsible AI, Employee Engagement, Human Resources, Generative AI, Data Ethics, Talent Acquisition, Human Resource Strategy, Recruitment, Trend Analysis, Employee Training, Employee Retention, Data-Driven Decision-Making, Workforce Development, Workforce Planning
Status: Free TrialDeepLearning.AI
Skills you'll gain: Data Storytelling, Google Sheets, Data Visualization, Spreadsheet Software, Large Language Modeling, Data Literacy, Data Visualization Software, Business Analysis, Requirements Analysis, Data Analysis, Analytics, Exploratory Data Analysis, Data-Driven Decision-Making, Trend Analysis
Status: Free TrialSkills you'll gain: Keras (Neural Network Library), Reinforcement Learning, Unsupervised Learning, Deep Learning, Tensorflow, Machine Learning Methods, Generative AI, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Natural Language Processing, Performance Tuning
Status: Free TrialVanderbilt University
Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, AI Personalization, Anthropic Claude, LLM Application, Large Language Modeling, Artificial Intelligence, Data Analysis, Verification And Validation
Status: PreviewThe Hong Kong University of Science and Technology
Skills you'll gain: Arithmetic, Geometry, Mathematical Theory & Analysis, Advanced Mathematics, Combinatorics, Algebra, Mathematical Modeling, Applied Mathematics
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In summary, here are 10 of our most popular predictive modeling courses
- Digital Signal Processing 1: Basic Concepts and Algorithms: École Polytechnique Fédérale de Lausanne
- Project Valuation and the Capital Budgeting Process:Â University of Colorado Boulder
- Infectious Disease Transmission Models for Decision-Makers:Â Johns Hopkins University
- Introduction to Data Analytics:Â Meta
- Gestion de l’analyse des données: Johns Hopkins University
- Mechanics: Motion, Forces, Energy and Gravity, from Particles to Planets:Â UNSW Sydney (The University of New South Wales)
- Data-Driven Decisions with Power BI:Â Knowledge Accelerators
- Generative AI in HR - Impact and Application of Gen AI:Â Board Infinity
- Data Analytics Foundations:Â DeepLearning.AI
- Deep Learning with Keras and Tensorflow:Â IBM
