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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


  • E

    Edureka

    Power BI Connectivity, AI Integration & Reporting

    Skills you'll gain: Responsible AI, Power BI, Power Platform Architecture & Technical Design, Data Lakes, Data Ethics, Microsoft Copilot, Business Reporting, AI Personalization, Pandas (Python Package), Python Programming, Predictive Modeling, Generative AI, Matplotlib, Data Wrangling, Artificial Intelligence and Machine Learning (AI/ML), Data Transformation, Data Visualization, Data Governance, R Programming, Continuous Deployment

    Advanced · Course · 1 - 4 Weeks

  • P

    Parsons School of Design, The New School

    Utilizar Diseño Para Crear Soluciones de Negocio Innovadoras

    Skills you'll gain: Conversion Funnel Analysis, Design Thinking, Solution Design, Business Modeling, Process Design, Growth Strategies, Business Strategy, Design Strategies, Innovation, Sustainable Business, Corporate Sustainability, Value Propositions, Market Analysis, User Experience

    ★ 4.9 (16) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of California, Davis

    Sensory Science: Measuring the Senses

    Skills you'll gain: Sensory Systems Analysis, Scientific Methods, Systems Of Measurement, Laboratory Testing, Statistical Analysis, Psychological Evaluations, Psychology, Neurology, Analytical Testing, Research Design, Physiology

    ★ 4.1 (9) · Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    PL-300 Microsoft Power BI Analyst Certification Guide

    Skills you'll gain: Data Wrangling, Data Management, Data Presentation, Security Management, Model Optimization, Advanced Analytics, Pivot Tables And Charts

    Intermediate · Course · 1 - 3 Months

  • I

    IBM

    Relational Database Administration Capstone Project

    Skills you'll gain: Database Administration, Database Architecture and Administration, Relational Databases, Database Management, Apache Airflow, Operational Databases, PostgreSQL, MySQL, Data Warehousing, Data Pipelines, Extract, Transform, Load, Database Management Systems, Database Design, Data Maintenance, SQL, Data Architecture, Performance Tuning, Disaster Recovery, Data Security, Data Transformation

    ★ 4.7 (16) · Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Building Production-Ready Apps with Large Language Models

    Skills you'll gain: Prompt Engineering, LLM Application, Model Deployment, Responsible AI, Application Deployment, Application Development, Large Language Modeling, Hugging Face, Data Ethics, Generative AI, AI Security, Application Security, Continuous Monitoring

    ★ 4 (29) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Teaching Electricity and Magnetism with PhET Simulations

    Skills you'll gain: Basic Electrical Systems, electromagnetics, Mathematical Modeling, Education Software and Technology, Simulations, Simulation and Simulation Software, Physics, Experimentation, Scientific Visualization

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Advanced Machine Learning Techniques

    Skills you'll gain: Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Machine Learning Software, Model Training, Data Preprocessing, Data Processing, Hugging Face, Classification Algorithms

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Skills for a Modern Entrepreneur or Business Owner

    Skills you'll gain: Value Propositions, Oral Expression, Emotional Intelligence, Empathy & Emotional Intelligence, Business Planning, Verbal Communication Skills, Target Market, Productivity, Financial Statements, Financial Acumen, User Research, Target Audience, Marketing, Microsoft Excel, Content Marketing, Financial Analysis, Market Research, Social Media Strategy, Digital Marketing, Data Visualization

    Beginner · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Statistics for Data Science with Python

    Skills you'll gain: Descriptive Statistics, Probability & Statistics, Statistical Hypothesis Testing, Regression Analysis, Statistics, Predictive Modeling, Statistical Programming, Statistical Analysis, Statistical Methods, Data Science, Data Analysis, Statistical Modeling, Histogram, Statistical Visualization, Pandas (Python Package), NumPy, Statistical Inference, Predictive Analytics, Probability, Model Evaluation

    Mixed · Course · 1 - 4 Weeks

  • R

    Real Madrid Graduate School Universidad Europea

    ¿Cómo hemos llegado hasta aquí?El desarrollo de la analítica

    Skills you'll gain: Analytics, Digital Analysis, Data Sharing, People Analytics, Data-Driven Decision-Making, Advanced Analytics, Data Analysis, Analysis, Predictive Analytics, Case Studies, Spatial Analysis, Mathematical Modeling, Data Collection, Performance Reporting, Predictive Modeling, Innovation, Learning Styles, Leadership, Communication

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Microservices Architecture for AI Systems

    Skills you'll gain: Retrieval-Augmented Generation, Model Deployment, LLM Application, LangChain, Large Language Modeling, Microservices, Test Driven Development (TDD), Software Architecture, Scalability, MLOps (Machine Learning Operations), Cloud Deployment, Cloud Computing Architecture, API Design, Site Reliability Engineering, Kubernetes, Prompt Engineering, Containerization, Infrastructure as Code (IaC), Python Programming, Performance Analysis

    Intermediate · Specialization · 1 - 3 Months

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

  • Power BI Connectivity, AI Integration & Reporting: Edureka
  • Utilizar Diseño Para Crear Soluciones de Negocio Innovadoras: Parsons School of Design, The New School
  • Sensory Science: Measuring the Senses: University of California, Davis
  • PL-300 Microsoft Power BI Analyst Certification Guide: Packt
  • Relational Database Administration Capstone Project: IBM
  • Building Production-Ready Apps with Large Language Models: Coursera
  • Teaching Electricity and Magnetism with PhET Simulations: University of Colorado Boulder
  • Advanced Machine Learning Techniques: Coursera
  • Skills for a Modern Entrepreneur or Business Owner: Packt
  • Statistics for Data Science with Python: EDUCBA

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