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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


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    Google Cloud

    生成式 AI:剖析基本概念

    Skills you'll gain: Responsible AI, Generative AI, Google Cloud Platform, Large Language Modeling, Data Modeling, Data Ethics, Unstructured Data, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Feature Engineering - Italiano

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

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    CloverETL: Design, Analyze & Optimize Workflows

    Skills you'll gain: Data Mapping, Extract, Transform, Load, Data Validation, Workflow Management, JSON, Fraud detection, Extensible Markup Language (XML), Metadata Management, Process Design, Data Integration, Data Cleansing, Data Warehousing, Data Transformation, Data Pipelines, Data Processing, Data Integrity, Anomaly Detection, Data Modeling

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 繁體中文

    Skills you'll gain: Generative AI, Continuous Monitoring, Google Cloud Platform, MLOps (Machine Learning Operations), Predictive Modeling, Data Validation, Machine Learning, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Data Quality

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Maestría en Inteligencia Analítica de Datos

    Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Data Storytelling, Risk Analysis, Computer Vision, Deep Learning, Reinforcement Learning, Predictive Modeling, Project Management Life Cycle, Time Series Analysis and Forecasting, Marketing Analytics, MLOps (Machine Learning Operations), Financial Modeling, Data Cleansing, Statistical Analysis, Descriptive Analytics, Simulations, Random Forest Algorithm, Operations Research

    Earn a degree

    Degree · 1 - 4 Years

  • P

    Pontificia Universidad Católica de Chile

    Diplomado en Analítica de los Negocios

    Skills you'll gain: Descriptive Analytics, Business Analytics, Data Mining, Dimensionality Reduction, Big Data, Data Analysis, Predictive Analytics, Statistical Modeling, Visualization (Computer Graphics), Business Intelligence, R Programming, Predictive Modeling, Data Management, Data Modeling, Analytics, Advanced Analytics, Data-Driven Decision-Making, Data Visualization Software, Statistical Visualization, Matplotlib

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    University of Pittsburgh

    Master of Data Science

    Skills you'll gain: LLM Application, Tool Calling, Database Systems, Data Visualization, Predictive Modeling, Database Design, Apache Spark, Large Language Modeling, Database Management, Databases, Data Ethics, Bayesian Statistics, Data Visualization Software, Supervised Learning, Cloud Computing, Linear Algebra, Data Governance, Regression Analysis, Applied Machine Learning, Data Analysis

    Earn a degree

    Degree · 1 - 4 Years

  • G

    Google Cloud

    Pesquisa vetorial e embeddings

    Skills you'll gain: Semantic Web, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Prompt Engineering, Generative AI, Text Mining, Large Language Modeling, Natural Language Processing, Google Cloud Platform, Responsible AI, Scalability, Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Cloud Next Generation Firewall の概要

    Skills you'll gain: Firewall, Network Security, Threat Modeling, Cloud Security, Cloud Services, Network Administration, Security Controls

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    MLOps with Vertex AI: Manage Features - 한국어

    Skills you'll gain: MLOps (Machine Learning Operations), Data Store, Google Cloud Platform, Feature Engineering, Data Modeling, Machine Learning Methods, Data Storage, Data Processing, Applied Machine Learning, Data Quality

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Recherche vectorielle et embeddings

    Skills you'll gain: Semantic Web, Generative AI, LLM Application, Artificial Intelligence, Web Analytics and SEO, Algorithms, Performance Tuning, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Cómo utilizar BigQuery ML para ejecutar inferencias

    Skills you'll gain: Big Data, Analytics, Data Analysis, Applied Machine Learning, MLOps (Machine Learning Operations), Google Cloud Platform, Machine Learning, Predictive Modeling, SQL

    Beginner · Course · 1 - 4 Weeks

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

  • 生成式 AI:剖析基本概念: Google Cloud
  • Feature Engineering - Italiano: Google Cloud
  • CloverETL: Design, Analyze & Optimize Workflows: EDUCBA
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 繁體中文: Google Cloud
  • Maestría en Inteligencia Analítica de Datos: Universidad de los Andes
  • Diplomado en Analítica de los Negocios: Pontificia Universidad Católica de Chile
  • Master of Data Science: University of Pittsburgh
  • Pesquisa vetorial e embeddings: Google Cloud
  • Cloud Next Generation Firewall の概要: Google Cloud
  • MLOps with Vertex AI: Manage Features - 한국어: Google Cloud

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