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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


  • C

    Coursera

    Pipeline Architects: Data Engineering to Lakehouse

    Skills you'll gain: Apache Airflow, Data Warehousing, Data Flow Diagrams (DFDs), Data Lakes, Data Pipelines, Diagram Design, Data Integration, Performance Tuning, Data Governance, Cloud Deployment, Data Management, Data Modeling, Data Mapping, Dataflow, Extract, Transform, Load, Trend Analysis, Service Level Agreement, SQL, Apache Kafka, Python Programming

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Glasgow

    Biomedical Visualization

    Skills you'll gain: 3D Modeling, Biomedical Technology, Scientific Visualization, 3D Assets, Anatomy, Virtual Reality, Web Content Accessibility Guidelines, Medical Terminology, Data Visualization, Medical Imaging, Augmented and Virtual Reality (AR/VR), Software Visualization, Disabilities, Augmented Reality, Animations, Technical Communication, Computer Graphic Techniques, Visual Design, Virtual Environment, Simulations

    4.6
    Rating, 4.6 out of 5 stars
    ·
    533 reviews

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Oracle 전문가를 위한 BigQuery 기초

    Skills you'll gain: Oracle Databases, Query Languages, SQL, Data Warehousing, Identity and Access Management, Google Cloud Platform, Extract, Transform, Load, Role-Based Access Control (RBAC), Data Modeling, Data Sharing, Data Architecture, Data Mapping, Database Design, Data Migration, Data Import/Export

    Intermediate · Course · 1 - 3 Months

  • U

    University of California San Diego

    Code Free Data Science

    Skills you'll gain: Predictive Modeling, Data Manipulation, Predictive Analytics, Big Data, Data Mining, Data Analysis, Data Science, Data-Driven Decision-Making, Unsupervised Learning, Analytics, Data Analysis Software, Model Evaluation, No-Code Development, Software Installation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    216 reviews

    Beginner · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Calculus for Machine Learning and Data Science

    Skills you'll gain: Model Optimization, Machine Learning Methods, Applied Mathematics, Calculus, Applied Machine Learning, Numerical Analysis, Mathematical Modeling, Machine Learning, Data Visualization, Python Programming, Artificial Neural Networks, Deep Learning, Computer Programming, Derivatives

    4.8
    Rating, 4.8 out of 5 stars
    ·
    956 reviews

    Intermediate · Course · 1 - 4 Weeks

  • M

    Madecraft

    Creating a Business of Your Own

    Skills you'll gain: Business Modeling, User Feedback, Ideation, Entrepreneurship, Market Analysis, Lean Methodologies, User Research, Data-Driven Decision-Making, Market Opportunities, Brainstorming, Business Strategy, Customer Insights, Business Planning, New Business Development, Market Research, Team Building, Business Development, Go To Market Strategy, Performance Measurement, Fundraising

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Creating Business Value with Data and Looker

    Skills you'll gain: Looker (Software), Dashboard Creation, Dashboard, Data Governance, Data Visualization, Digital Transformation, Data Presentation, Real Time Data, Google Cloud Platform, Data Modeling, Business Transformation, Interactive Data Visualization, Data Visualization Software, Data Synthesis, Data Management, Data Warehousing, Pivot Tables And Charts, Ad Hoc Reporting, Performance Tuning, Business Intelligence Software

    4.6
    Rating, 4.6 out of 5 stars
    ·
    471 reviews

    Intermediate · Specialization · 3 - 6 Months

  • W

    Wesleyan University

    Machine Learning for Data Analysis

    Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Statistical Machine Learning, Predictive Modeling, Model Evaluation, Random Forest Algorithm, Applied Machine Learning, Predictive Analytics, Machine Learning Methods, Unsupervised Learning, Machine Learning Algorithms, Machine Learning, Data Analysis, Feature Engineering, Exploratory Data Analysis, Regression Analysis, Python Programming

    4.2
    Rating, 4.2 out of 5 stars
    ·
    328 reviews

    Mixed · Course · 1 - 4 Weeks

  • M

    Macquarie University

    Statistics and Data Analysis with Excel

    Skills you'll gain: Pivot Tables And Charts, Sample Size Determination, Interactive Data Visualization, Data Visualization, Statistical Inference, Data Visualization Software, Statistical Hypothesis Testing, Statistics, Data-Driven Decision-Making, Microsoft Excel, Correlation Analysis, Descriptive Statistics, Probability & Statistics, Data Analysis, Forecasting, Regression Analysis, Data Literacy, Statistical Modeling, Statistical Visualization, Data Presentation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    119 reviews

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Coding with ChatGPT and Other LLMs

    Skills you'll gain: Prompt Engineering, AI Security, Secure Coding, Responsible AI, Prompt Patterns, Data Ethics, Prompt Engineering Tools, LLM Application, Vibe coding, ChatGPT, Large Language Modeling, Code Review, AI Integrations, Integration Testing, Generative Model Architectures, Legal Technology, Debugging, Computer Programming, Programming Principles, Quality Improvement

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Fundamentos do BigQuery para Profissionais de Snowflake

    Skills you'll gain: Data Warehousing, Identity and Access Management, Extract, Transform, Load, Query Languages, Data Import/Export, Google Cloud Platform, Role-Based Access Control (RBAC), Data Mapping, SQL, Database Design, Data Architecture, Data Integration, Data Migration, Database Architecture and Administration, Data Sharing, Data Modeling, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • S

    Stanford University

    Probabilistic Graphical Models 1: Representation

    Skills you'll gain: Bayesian Network, Decision Intelligence, Bayesian Statistics, Graph Theory, Probability Distribution, Network Model, Statistical Modeling, Markov Model, Decision Support Systems, Probability & Statistics, Network Analysis, Dependency Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.4K reviews

    Advanced · Course · 1 - 3 Months

1…959697…358

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

  • Pipeline Architects: Data Engineering to Lakehouse: Coursera
  • Biomedical Visualization: University of Glasgow
  • Oracle 전문가를 위한 BigQuery 기초: Google Cloud
  • Code Free Data Science: University of California San Diego
  • Calculus for Machine Learning and Data Science: DeepLearning.AI
  • Creating a Business of Your Own: Madecraft
  • Creating Business Value with Data and Looker: Google Cloud
  • Machine Learning for Data Analysis: Wesleyan University
  • Statistics and Data Analysis with Excel: Macquarie University
  • Coding with ChatGPT and Other LLMs: Packt

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