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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, 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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    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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    Coursera

    Build & Evaluate Decision Trees for ML

    Skills you'll gain: Model Evaluation, Decision Tree Learning, Classification Algorithms, Model Training, Applied Machine Learning, Java, Java Programming, Model Optimization, Predictive Modeling, Machine Learning Software, Supervised Learning, Technical Communication, Fine-tuning, Tree Maps, MLOps (Machine Learning Operations), Machine Learning Algorithms, Algorithms

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Applied Machine Learning and Model Optimization

    Skills you'll gain: Supervised Learning, Model Optimization, Feature Engineering, Applied Machine Learning, Unsupervised Learning, Model Evaluation, Machine Learning Methods, Statistical Machine Learning, Machine Learning Algorithms, Predictive Modeling, Model Training, Data Preprocessing, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Dimensionality Reduction, Data Transformation, Fine-tuning

    Advanced · Course · 1 - 3 Months

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    Coursera

    ML Concepts, Models & Workflow Essentials

    Skills you'll gain: Model Training, Java Programming, Java, Feature Engineering, Statistical Machine Learning, Machine Learning Algorithms, Model Optimization, Deep Learning, Data Pipelines

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Scale Data Warehouses Cost-Effectively

    Skills you'll gain: Data Architecture, Cloud Computing Architecture, Extract, Transform, Load, Cost Control, Cost Containment, Cost Reduction, Expense Management, Resource Allocation, Cost Management, Data Storage, Cost Benefit Analysis, Data Manipulation, Descriptive Analytics, Data Analysis

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
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    Google Cloud

    Preparing for Professional Data Engineer Journey - Español

    Skills you'll gain: Data Maintenance, Data Store, Data Management, Data Pipelines, Data Warehousing, Data Processing, Google Cloud Platform, Data Migration, Data Storage, Data Architecture, Data Import/Export, Data Storage Technologies, Data Analysis, Automation, Data Security, Data Preprocessing

    Advanced · Course · 1 - 3 Months

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    Coursera

    Unify, Reconcile, and Tune Data Systems

    Skills you'll gain: Performance Tuning, Data Governance, Data Management, Data Pipelines, SQL, Data Integrity, Data Quality, Data Integration, Operational Databases, Database Design, Consolidation, Data Cleansing, Data Validation, Data Manipulation, Systems Integration, Performance Testing, Performance Improvement, Application Performance Management, Performance Metric, Performance Measurement

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Build Robust Java ML Models with Entropy

    Skills you'll gain: Model Evaluation, Model Deployment, Model Training, Decision Tree Learning, Data Preprocessing, Java Programming, Classification Algorithms, Predictive Modeling, Random Forest Algorithm, Applied Machine Learning, Java, Program Evaluation, Machine Learning Methods, Machine Learning Algorithms, Machine Learning, Algorithms, Program Implementation, Business Development

    Advanced · Course · 1 - 4 Weeks

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    Google Cloud

    Se préparer à devenir Professional Data Engineer

    Skills you'll gain: Data Pipelines, Google Cloud Platform, Data Processing, Data Storage Technologies, Data Storage, Systems Design, Data Infrastructure, Data Management, Data Architecture, Data Integration, Data Preprocessing, Data Analysis, Automation, Data Transformation

    Advanced · Course · 1 - 3 Months

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

  • Transform, Analyze, and Optimize Your Data: Coursera
  • Preparing for Professional Data Engineer Journey - Português: Google Cloud
  • Advanced Ecommerce Features and Optimization: Packt
  • Build & Evaluate Decision Trees for ML: Coursera
  • Applied Machine Learning and Model Optimization: Packt
  • ML Concepts, Models & Workflow Essentials: Coursera
  • Scale Data Warehouses Cost-Effectively: Coursera
  • Preparing for Professional Data Engineer Journey - Español: Google Cloud
  • Unify, Reconcile, and Tune Data Systems: Coursera
  • Build Robust Java ML Models with Entropy: Coursera

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