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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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    Arm

    Optimizing Generative AI on Arm Processors

    Skills you'll gain: Generative AI, Model Deployment, Large Language Modeling, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Cloud Deployment, Performance Tuning, Hardware Architecture, Deep Learning, Embedded Systems, Computer Hardware, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Data Science Graduate Certificate

    Skills you'll gain: Model Evaluation, Data Mining, Unsupervised Learning, Supervised Learning, Deep Learning, Service Level, Probability, Statistical Modeling, Recurrent Neural Networks (RNNs), Machine Learning Algorithms, Applied Machine Learning, Anomaly Detection, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Exploratory Data Analysis, Dimensionality Reduction, Performance Testing, Bash (Scripting Language), Data Science

    Credit offered

    Graduate Certificate · 6 - 12 Months

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    Google Cloud

    BigQuery ML を推論に使用する

    Skills you'll gain: Data Analysis, Applied Machine Learning, Model Deployment, Machine Learning, Predictive Modeling, Machine Learning Algorithms

    Beginner · Course · 1 - 4 Weeks

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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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    Microsoft

    Microsoft Fabric: Data Governance, Security, and Analytics

    Skills you'll gain: Data Management, Microsoft Azure, Real Time Data, Metadata Management, Data Architecture, Event-Driven Programming, Personally Identifiable Information, Operational Databases, Identity and Access Management, Power BI, Data Modeling, Security Controls, Role-Based Access Control (RBAC), Database Architecture and Administration, Analytics, Azure Active Directory, System Monitoring, Enterprise Architecture, Taxonomy, Hybrid Cloud Computing

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    IA générative : découvrir les concepts fondamentaux

    Skills you'll gain: Responsible AI, Generative AI, AI Security, AI Product Strategy, Google Cloud Platform, Machine Learning Methods, Large Language Modeling, Machine Learning, Artificial Intelligence, Data Analysis, Data Quality, Data Preprocessing

    Beginner · Course · 1 - 4 Weeks

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    Northeastern University

    Statistical Learning for Engineering Part 2

    Skills you'll gain: PyTorch (Machine Learning Library), Unsupervised Learning, Reinforcement Learning, Supervised Learning, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Convolutional Neural Networks, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Transfer Learning, Decision Tree Learning, Classification Algorithms, Random Forest Algorithm, Autoencoders, Predictive Modeling, Feature Engineering

    Intermediate · Course · 1 - 3 Months

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    H2O.ai

    H2O Cloud AI Developer Services

    Skills you'll gain: AI Enablement, Cloud Development, Large Language Modeling, Image Analysis, AI Workflows, Feature Engineering, Cloud Services, Applied Machine Learning, Computer Vision, MLOps (Machine Learning Operations), Artificial Intelligence, Transfer Learning, Model Deployment, Generative AI, Natural Language Processing, Data Integration

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    MLOps with Vertex AI: Manage Features - Français

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Data Processing, Data Modeling, Data Management, Applied Machine Learning, Data Storage, Data Import/Export, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Attention Mechanism - בעברית

    Skills you'll gain: Recurrent Neural Networks (RNNs), Machine Learning Methods, Artificial Neural Networks, Large Language Modeling, Text Mining

    Intermediate · Course · 1 - 4 Weeks

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    Skillshare

    Cinematic Lighting in Maya: Interior & Character Lighting

    Skills you'll gain: Autodesk Maya, Cinematography, Computer Graphics, Post-Production, 3D Modeling, Animation and Game Design, Storytelling, Adobe Photoshop, Virtual Environment

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Security Command Center: Identify and Prioritize Risks

    Skills you'll gain: Vulnerability Assessments, Threat Modeling, Threat Management, Risk Management Framework, Virtual Networking, Security Management, Cyber Security Assessment, System Configuration, Simulations, Configuration Management, Cybersecurity, Cloud Security

    Intermediate · Course · 1 - 3 Months

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

  • Optimizing Generative AI on Arm Processors: Arm
  • Data Science Graduate Certificate: University of Colorado Boulder
  • BigQuery ML を推論に使用する: Google Cloud
  • Ace the Salesforce Certified Tableau Data Analyst Exam: Packt
  • Microsoft Fabric: Data Governance, Security, and Analytics: Microsoft
  • IA générative : découvrir les concepts fondamentaux: Google Cloud
  • Statistical Learning for Engineering Part 2: Northeastern University
  • H2O Cloud AI Developer Services: H2O.ai
  • MLOps with Vertex AI: Manage Features - Français: Google Cloud
  • Attention Mechanism - בעברית: Google Cloud

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