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  • Predictive Modeling

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


  • F

    Fundação Instituto de Administração

    Sistemas e Tecnologias Digitais nas Organizações

    Skills you'll gain: Digital Transformation, Social Media, E-Commerce, Social Media Management, Organizational Development, Business Modeling, Management Information Systems, Technology Strategies, Business Technologies, Business Communication, Systems Integration, Emerging Technologies, System Implementation, Information Systems, Enterprise Resource Planning, Internet Of Things

    ★ 4.9 (14) · Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API

    Skills you'll gain: Gemini, Google Gemini, Multimodal Prompts, Retrieval-Augmented Generation, Data Store, Embeddings, Metadata Management, Image Analysis, Large Language Modeling, Prompt Engineering, Cloud Computing, Artificial Intelligence

    ★ 3.9 (10) · Intermediate · Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Introduction to Power Semiconductor Switches

    Skills you'll gain: Semiconductors, Power Electronics, Electronic Components, Electronic Systems, Electronics Engineering, Electronics, Electrical Power, Electrical Engineering, Electric Power Systems, Thermal Management, Simulation and Simulation Software

    ★ 3.5 (8) · Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Introduction to AI and Machine Learning on GC - Español

    Skills you'll gain: Google Cloud Platform, Generative AI, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), MLOps (Machine Learning Operations), AI literacy, Artificial Intelligence, AI Workflows, Cloud Infrastructure, Agentic systems, Applied Machine Learning, Model Training, Model Deployment, Machine Learning, Predictive Modeling, No-Code Development

    ★ 4.1 (18) · Beginner · Course · 1 - 3 Months

  • U

    University of Michigan

    Python Debugging: A Systematic Approach

    Skills you'll gain: Debugging, LLM Application, Data-oriented programming, Code Reusability, Python Programming, Data Manipulation, Data Analysis, Functional Design

    ★ 4.4 (8) · Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Introduction to Ethical Hacking and Recon Techniques

    Skills you'll gain: MITRE ATT&CK Framework, Threat Modeling, Cyber Threat Intelligence, Penetration Testing, Threat Management, Threat Detection, Cyber Security Assessment, Cybersecurity, Cyber Security Strategy, Cyber Operations, Vulnerability Scanning, Cyber Attacks, Computer Security, Vulnerability Assessments, Security Strategy, Cyber Security Policies, Network Security, Network Analysis, Network Protocols

    ★ 4.8 (14) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Build Dynamic No-Code Apps

    Skills you'll gain: No-Code Development, Information Architecture, User Experience Design, Application Design, User Interface (UI), User Centered Design, Mobile Development, Database Development, Web Applications, Data Management, Data Architecture, Experience Design, UI/UX Research, Information Privacy, Mobile Development Tools, User Feedback, Functional Testing, Data Structures, Integration Testing, Root Cause Analysis

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Bayesian Statistics: Excel to Python A/B Testing

    Skills you'll gain: Bayesian Statistics, A/B Testing, Microsoft Excel, Statistical Machine Learning, Statistical Modeling, Predictive Analytics, Business Analytics, Statistical Methods, Data Analysis, Probability & Statistics, Decision Making, Health Informatics, Statistical Programming, Markov Model, Diagnostic Tests, Probability Distribution, Sampling (Statistics)

    ★ 4.5 (27) · Mixed · Course · 1 - 4 Weeks

  • P

    Politecnico di Milano

    Data science perspectives on pandemic management

    Skills you'll gain: Health Policy, Economics, Policy, and Social Studies, Epidemiology, Crisis Management, Environmental Monitoring, Policty Analysis, Research, and Development, Emergency Response, Data Literacy, Spatial Data Analysis, Infection Control, Socioeconomics, Geographic Information Systems, Geospatial Information and Technology, Public Health, Public Health and Disease Prevention, Infectious Diseases, Data Science, Financial Systems, Financial Modeling, Finance

    ★ 4.5 (6) · Beginner · Course · 1 - 3 Months

  • C

    Codio

    Select Topics in Python

    Skills you'll gain: Matplotlib, Version Control, Text Mining, GitHub, Large Language Modeling, Django (Web Framework), Git (Version Control System), Package and Software Management, Platform As A Service (PaaS), Plot (Graphics), Application Deployment, Object-Relational Mapping, Hugging Face, Natural Language Processing, Data Visualization Software, Unit Testing, Statistical Visualization, Development Environment, Virtual Environment, Python Programming

    ★ 3.9 (24) · Intermediate · Specialization · 1 - 3 Months

  • S

    Sungkyunkwan University

    The Fundamental of Data-Driven Investment

    Skills you'll gain: Portfolio Management, Portfolio Risk, Investment Management, Investments, Performance Analysis, Risk Modeling, R Programming, R (Software), Time Series Analysis and Forecasting, Risk Analysis, Financial Analysis, Market Data, Financial Modeling, Financial Forecasting, Financial Data, Statistical Programming, Risk Management, Correlation Analysis, Regression Analysis, Data Manipulation

    ★ 4.4 (7) · Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Systems Security Certified Practitioner

    Skills you'll gain: Risk Management Framework, Risk Analysis, Risk Management, Cybersecurity, Incident Management, Network Security, Incident Response, Cloud Security, Cyber Attacks, Authentications, Business Continuity Planning, Information Systems Security, Application Security, Security Management, Threat Modeling, OSI Models, Threat Management, Disaster Recovery, Cryptography, Vulnerability Assessments

    Intermediate · Specialization · 1 - 3 Months

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In summary, here are 10 of our most popular predictive modeling courses

  • Sistemas e Tecnologias Digitais nas Organizações: Fundação Instituto de Administração
  • Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API: Google Cloud
  • Introduction to Power Semiconductor Switches: University of Colorado Boulder
  • Introduction to AI and Machine Learning on GC - Español: Google Cloud
  • Python Debugging: A Systematic Approach: University of Michigan
  • Introduction to Ethical Hacking and Recon Techniques: Packt
  • Build Dynamic No-Code Apps: Coursera
  • Bayesian Statistics: Excel to Python A/B Testing: EDUCBA
  • Data science perspectives on pandemic management: Politecnico di Milano
  • Select Topics in Python: Codio

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