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Predictive Analytics Courses

Predictive analytics courses can help you learn data collection techniques, statistical modeling, and machine learning fundamentals. You can build skills in interpreting data patterns, making forecasts, and evaluating model performance. Many courses introduce tools like R, Python, and Tableau, that support analyzing datasets and visualizing results. You'll also explore key topics such as regression analysis, time series forecasting, and risk assessment, equipping you to make informed decisions based on predictive insights.

Popular Predictive Analytics Courses and Certifications


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    Coursera

    Transform Data: SQL Window Functions

    Skills you'll gain: Azure Synapse Analytics, Data Transformation, Microsoft SQL Servers, Data Pipelines, SQL, Data Manipulation, Time Series Analysis and Forecasting, Advanced Analytics, Data Wrangling, Performance Tuning

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Advanced RNN Concepts and Projects

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Artificial Neural Networks, Deep Learning, Predictive Modeling, Time Series Analysis and Forecasting, Natural Language Processing, Model Training, Model Evaluation, Data Preprocessing

    Advanced · Course · 1 - 3 Months

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    Packt

    Advanced AWS Architecture, Scaling & Automation

    Skills you'll gain: Containerization, Cloud Computing Architecture, Microservices, Amazon Redshift, Cloud Deployment, Cloud Infrastructure, Software Architecture, Systems Architecture, Event-Driven Programming

    Advanced · Course · 1 - 3 Months

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    Coursera

    Data Modeling and Lakehouse Architecture with SQL

    Skills you'll gain: Star Schema, Data Modeling, Data Architecture, Database Design, Data Lakes, Data Warehousing, Database Architecture and Administration, Enterprise Modeling, SQL, Data Pipelines, Diagram Design, Database Theory, Business Logic, Data Integrity, Semantic Web, Data Storage, Business Metrics, Dimensionality Reduction, Resource Utilization, Issue Tracking

    Advanced · Course · 3 - 6 Months

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    Logical Operations

    Microsoft Excel for Office 365 (Desktop or Online): Part 3

    Skills you'll gain: Microsoft Excel, Excel Formulas, Excel Macros, Data Visualization, Consolidation, Forecasting, Spreadsheet Software, Microsoft 365, Microsoft Office, Pivot Tables And Charts, Data Sharing, Data Analysis Software, Data Mapping, Productivity Software, Collaborative Software, Data Analysis, Data Entry, Document Management, Data Management, User Interface (UI)

    Advanced · Course · 1 - 3 Months

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    Coursera

    Optimizing Enterprise Test Suites with Worksoft Certify

    Skills you'll gain: Test Automation, Test Script Development, Test Execution Engine, Continuous Integration, Software Testing, Regression Testing, Code Reusability, Data Governance, CI/CD, Maintainability, Automation, Test Data, Scalability, SAP Applications

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Advanced Ecommerce Features and Optimization

    Skills you'll gain: Email Automation, Payment Processing, Search Engine Optimization, E-Commerce, Web Analytics and SEO, Credit/Debit Card Processing, Order Management, User Provisioning, Real Time Data, Merchandising, User Feedback, Transaction Processing, Promotional Strategies

    Advanced · Course · 1 - 3 Months

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    Google Cloud

    Serverless Data Processing with Dataflow: Develop Pipelines em Português Brasileiro

    Skills you'll gain: Dataflow, Data Pipelines, Apache Kafka, Real Time Data, Data Processing, Serverless Computing, Data Transformation, SQL, File I/O, Jupyter, Google Cloud Platform, Analytics

    Advanced · Course · 1 - 3 Months

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    Coursera

    Transform, Analyze, and Optimize Your Data

    Skills you'll gain: Data Transformation, Azure Synapse Analytics, Database Design, Data Wrangling, Data Architecture, Database Theory, Apache Cassandra, Apache Hive, Amazon Redshift

    Advanced · Course · 1 - 4 Weeks

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    Google Cloud

    Preparing for Professional Data Engineer Journey - Português

    Skills you'll gain: Data Maintenance, Google Cloud Platform, Data Pipelines, Data Processing, Data Infrastructure, Data Warehousing, Data Analysis, Data Storage Technologies, Data Storage, Data Preprocessing, Automation, Data Security

    Advanced · Course · 1 - 3 Months

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    Coursera

    Master Java Build Tools for ML Projects

    Skills you'll gain: Build Tools, CI/CD, Software Development Tools, Java, Gradle, Java Programming, Apache Maven, Machine Learning Software, MLOps (Machine Learning Operations), Package and Software Management, Applied Machine Learning, Dependency Analysis

    Advanced · Course · 1 - 4 Weeks

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    Board Infinity

    Angular Advanced: Enterprise Patterns, SSR & Performance

    Skills you'll gain: Angular, Frontend Performance, Application Deployment, Scalability, Software Architecture, Performance Tuning, Web Applications, Application Performance Management, Server Side, Enterprise Architecture, Web Analytics and SEO

    Advanced · Course · 1 - 4 Weeks

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

  • Transform Data: SQL Window Functions: Coursera
  • Advanced RNN Concepts and Projects: Packt
  • Advanced AWS Architecture, Scaling & Automation: Packt
  • Data Modeling and Lakehouse Architecture with SQL: Coursera
  • Microsoft Excel for Office 365 (Desktop or Online): Part 3: Logical Operations
  • Optimizing Enterprise Test Suites with Worksoft Certify: Coursera
  • Advanced Ecommerce Features and Optimization: Packt
  • Serverless Data Processing with Dataflow: Develop Pipelines em Português Brasileiro: Google Cloud
  • Transform, Analyze, and Optimize Your Data: Coursera
  • Preparing for Professional Data Engineer Journey - Português: Google Cloud

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