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 TrialFundação Instituto de Administração
Skills you'll gain: Predictive Analytics, Customer Relationship Management, Data-Driven Decision-Making, Applied Machine Learning, Machine Learning Algorithms, Artificial Intelligence, Machine Learning, Deep Learning, Artificial Neural Networks, Supervised Learning, Unsupervised Learning, Model Evaluation
Status: Free TrialDuke University
Skills you'll gain: LLM Application, Hugging Face, Large Language Modeling, Natural Language Processing, Model Deployment, Open Source Technology, Prompt Engineering, Containerization, Machine Learning
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: User Research, User Experience Design, User Experience, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, Human Computer Interaction, Usability Testing, Design Research, Embedded Systems, Wireframing, Prototyping, Unified Modeling Language, Persona Development
Status: PreviewJohns Hopkins University
Skills you'll gain: Generative AI, Large Language Modeling, Responsible AI, ChatGPT, AI Product Strategy, Artificial Intelligence, Data Ethics, Prompt Engineering, AI Security, Computational Logic
Status: PreviewRutgers the State University of New Jersey
Skills you'll gain: Generative AI, Artificial Intelligence, AI Product Strategy, Data Ethics, Responsible AI, Large Language Modeling, Strategic Thinking, Risk Management, Natural Language Processing, Machine Learning Methods
28DIGITAL
Skills you'll gain: Computational Logic, Markov Model, Verification And Validation, Theoretical Computer Science, Mathematical Modeling, Systems Analysis, Statistical Modeling, Probability, Algorithms, Probability Distribution
Status: Free TrialUniversity of Michigan
Skills you'll gain: NumPy, Debugging, Pandas (Python Package), Statistics, Data Analysis, Statistical Programming, Descriptive Statistics, Exploratory Data Analysis, Data Preprocessing, Data-oriented programming, Program Development, Numerical Analysis, Critical Thinking
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Value Propositions, Social Media Marketing, Market Research, Social Media Strategy, Strategic Planning, Search Engine Optimization, Marketing Operations, Competitive Analysis, Data-Driven Decision-Making, Consumer Behaviour, Business Modeling, Web Analytics and SEO, Marketing Psychology, Operations Management, Technical Management, Marketing Management, Digital Marketing, Branding, Google Ads, Forecasting
Status: Free TrialThe Hong Kong University of Science and Technology
Skills you'll gain: Matlab, Engineering Analysis, Finite Element Methods, Mathematical Software, Mechanical Engineering, Numerical Analysis, Mathematical Modeling, Applied Mathematics, Advanced Mathematics, Simulation and Simulation Software, Differential Equations, Calculus
Status: Free TrialParsons School of Design, The New School
Skills you'll gain: Project Portfolio Management, Design Thinking, Risk Management, Strategic Thinking, Market Opportunities, Business Modeling, Design Strategies, Business Architecture, Human Centered Design, Innovation, Customer experience strategy (CX), Creativity, Ethical Standards And Conduct
Status: FreeDeepLearning.AI
Skills you'll gain: Hugging Face, LLM Application, Generative AI, Model Deployment, Cloud Deployment, Natural Language Processing, Large Language Modeling, Applied Machine Learning, User Interface (UI), API Design, Computer Vision
Status: PreviewÉcole Polytechnique Fédérale de Lausanne
Skills you'll gain: Torque (Physics), Mechanics, Engineering Analysis, Engineering Calculations, Vibrations, Applied Mathematics, Physics, Mathematical Modeling
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In summary, here are 10 of our most popular predictive modeling courses
- Fundamentos de IA Aplicados ao CRM: Fundação Instituto de Administração
- Open Source LLMOps Solutions: Duke University
- UX and Interface Design for Embedded Systems: University of Colorado Boulder
- Generative AI and Symbolic Reasoning: Johns Hopkins University
- AI Concepts and Strategy: Rutgers the State University of New Jersey
- Quantitative Model Checking: 28DIGITAL
- Data-Oriented Python Programming and Debugging: University of Michigan
- Marketing Strategy for Engineers and Technologists: University of Colorado Boulder
- Mathematics for Engineers: The Capstone Course: The Hong Kong University of Science and Technology
- Aprovechar el Diseño para Detectar Oportunidades de Negocio: Parsons School of Design, The New School
