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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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    Northeastern University

    Data Warehousing and Integration Part 2

    Skills you'll gain: Data Governance, Extract, Transform, Load, Data Warehousing, Data Integration, DevOps, Data Pipelines, CI/CD, Data Architecture, Infrastructure as Code (IaC), Data Quality, Amazon Redshift, Cloud Computing, Database Architecture and Administration, Cloud Computing Architecture, Analytics, Data Transformation, Amazon S3, Scalability

    Mixed · Course · 1 - 3 Months

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    University of Colorado Boulder

    Engineering Genetic Circuits: Abstraction Methods

    Skills you'll gain: Markov Model, Mathematical Modeling, Engineering Analysis, Computational Thinking, Electrical and Computer Engineering, Biological Engineering, Failure Analysis, Hazard Analysis, Simulation and Simulation Software, Differential Equations, Chemical and Biomedical Engineering

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Feature Engineering en Français

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

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    IA generativa: conceitos básicos

    Skills you'll gain: Generative AI, Responsible AI, Google Cloud Platform, Artificial Intelligence, Large Language Modeling, Data-Driven Decision-Making, Machine Learning, Unstructured Data, Data Quality

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Customer Segmentation with K-Means: Model & Visualize

    Skills you'll gain: Customer Analysis, Statistical Visualization, Unsupervised Learning, Customer Insights, Correlation Analysis, Pandas (Python Package), Heat Maps, Data Processing, Seaborn, Histogram, Matplotlib, Exploratory Data Analysis, Data Analysis, Predictive Modeling, Data Visualization Software

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Transformer Models and BERT Model - 繁體中文

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Generative Model Architectures, Artificial Neural Networks

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Text Generation with Cohere: Recognizing Similarities

    Skills you'll gain: Artificial Intelligence, Large Language Modeling, Text Mining, Generative AI, Natural Language Processing, Python Programming, Application Programming Interface (API), Scripting, Semantic Web

    Intermediate · Guided Project · Less Than 2 Hours

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    Packt

    The Complete Guide for SQL with Microsoft SQL Server

    Skills you'll gain: Database Management Systems

    Beginner · Course · 3 - 6 Months

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    Whizlabs

    Getting Started with Amazon Bedrock

    Skills you'll gain: Amazon Bedrock, Responsible AI, Generative AI Agents, Generative AI, Amazon CloudWatch, Amazon Web Services, LLM Application, Prompt Engineering, Large Language Modeling, Amazon S3, Security Controls, AWS Identity and Access Management (IAM), Automation, Systems Integration, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    BigQuery Fundamentals for Teradata Professionals

    Skills you'll gain: Teradata SQL, SQL, Data Import/Export, Google Cloud Platform, Extract, Transform, Load, Data Warehousing, Data Migration, Big Data, Database Design, Cloud Computing Architecture, Data Modeling, Data Security

    Intermediate · Course · 1 - 3 Months

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    Packt

    Ace the Salesforce Certified Tableau Data Analyst Exam

    Skills you'll gain: Salesforce, Data Mapping, Advanced Analytics, Data Integration

    Intermediate · Course · 3 - 6 Months

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    Google Cloud

    Introduction to AI and Machine Learning on GC - Italiano

    Skills you'll gain: Generative AI, Google Cloud Platform, MLOps (Machine Learning Operations), Big Data, Cloud Development, Artificial Intelligence, Machine Learning, Predictive Modeling, Natural Language Processing

    Beginner · Course · 1 - 3 Months

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

  • Data Warehousing and Integration Part 2: Northeastern University
  • Engineering Genetic Circuits: Abstraction Methods: University of Colorado Boulder
  • Feature Engineering en Français: Google Cloud
  • IA generativa: conceitos básicos: Google Cloud
  • Customer Segmentation with K-Means: Model & Visualize: EDUCBA
  • Transformer Models and BERT Model - 繁體中文: Google Cloud
  • Text Generation with Cohere: Recognizing Similarities: Coursera
  • The Complete Guide for SQL with Microsoft SQL Server: Packt
  • Getting Started with Amazon Bedrock: Whizlabs
  • BigQuery Fundamentals for Teradata Professionals: Google Cloud

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