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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.


More to explore:

Popular Predictive Modeling Courses and Certifications


  • M

    Microsoft

    Microsoft Fabric: Data Governance, Security, and Analytics

    Skills you'll gain: Data Management, Microsoft Azure, Real Time Data, Metadata Management, Data Architecture, Event-Driven Programming, Personally Identifiable Information, Operational Databases, Identity and Access Management, Power BI, Data Modeling, Security Controls, Role-Based Access Control (RBAC), Database Architecture and Administration, Analytics, Azure Active Directory, System Monitoring, Enterprise Architecture, Taxonomy, Hybrid Cloud Computing

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Data Science Graduate Certificate

    Skills you'll gain: Model Evaluation, Data Mining, Unsupervised Learning, Supervised Learning, Deep Learning, Service Level, Probability, Statistical Modeling, Recurrent Neural Networks (RNNs), Machine Learning Algorithms, Applied Machine Learning, Anomaly Detection, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Exploratory Data Analysis, Dimensionality Reduction, Performance Testing, Bash (Scripting Language), Data Science

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • U

    University of Pittsburgh

    Master of Data Science

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Database Design, Large Language Modeling, Database Management, Web Services, Data Ethics, Supervised Learning, Apache Spark, Bayesian Statistics, Data Visualization Software, Predictive Modeling, Linear Algebra, Model Evaluation, Model Deployment, Data Governance, Regression Analysis, Data Analysis

    Earn a degree

    Degree · 1 - 4 Years

  • P

    Pontificia Universidad Católica de Chile

    Diplomado en Analítica de los Negocios

    Skills you'll gain: Business Analytics, Model Evaluation, Descriptive Analytics, Logistic Regression, Data Mining, Dimensionality Reduction, Big Data, Plot (Graphics), Data Analysis, Statistical Modeling, Visualization (Computer Graphics), R Programming, Data-Driven Decision-Making, Predictive Modeling, Data Management, Data Modeling, Predictive Analytics, Data Visualization Software, Statistical Visualization, Forecasting

    Credit offered

    Mastertrack · 6 - 12 Months

  • G

    Google Cloud

    在 Google Cloud 打造生成式 AI 應用程式

    Skills you'll gain: Prompt Engineering, Model Deployment, Retrieval-Augmented Generation, LLM Application, Generative AI, Application Deployment, Google Cloud Platform, Cloud Deployment, Large Language Modeling, AI Enablement

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Work with Gemini Models in BigQuery - 한국어

    Skills you'll gain: Google Gemini, Generative AI, Customer Relationship Management, Workflow Management, Big Data, Jupyter, Artificial Intelligence and Machine Learning (AI/ML), SQL, Predictive Modeling, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Recherche vectorielle et embeddings

    Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Vector Databases, AI Enablement, Semantic Web, Generative AI, Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Feature Engineering - Italiano

    Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, MLOps (Machine Learning Operations), Data Pipelines, Data Store, Data Transformation, Keras (Neural Network Library), Applied Machine Learning, Data Modeling, Machine Learning, Statistical Methods

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    G

    Google Cloud

    Model Armor: protege las implementaciones de IA

    Skills you'll gain: AI Security, Open Web Application Security Project (OWASP), LLM Application, Large Language Modeling, Vulnerability Management, Application Security, Secure Coding, Security Controls, Google Cloud Platform, Cloud API, API Testing, Application Programming Interface (API), Application Development, System Configuration, Program Development

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    MLOps with Vertex AI: Manage Features - 한국어

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, Feature Engineering, Data Modeling, Data Preprocessing, Data Management, Data Storage, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    G

    Google Cloud

    生成式 AI 應用程式: 徹底改變工作方式

    Skills you'll gain: Google Gemini, Prompt Engineering, Retrieval-Augmented Generation, Google Workspace, Generative AI, Google Cloud Platform, AI Workflows, Productivity Software, Large Language Modeling, Enterprise Security, Model Evaluation

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - Bahasa Indonesia

    Skills you'll gain: Responsible AI, Artificial Intelligence, AI Security, Model Evaluation, Data Modeling, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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

  • Microsoft Fabric: Data Governance, Security, and Analytics: Microsoft
  • Data Science Graduate Certificate: University of Colorado Boulder
  • Master of Data Science: University of Pittsburgh
  • Diplomado en Analítica de los Negocios: Pontificia Universidad Católica de Chile
  • 在 Google Cloud 打造生成式 AI 應用程式: Google Cloud
  • Work with Gemini Models in BigQuery - 한국어: Google Cloud
  • Recherche vectorielle et embeddings: Google Cloud
  • Feature Engineering - Italiano: Google Cloud
  • Model Armor: protege las implementaciones de IA: Google Cloud
  • MLOps with Vertex AI: Manage Features - 한국어: Google Cloud

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