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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.


More to explore:

Popular Predictive Modeling Courses and Certifications


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    Coursera

    Security Essentials for Modern Developers

    Skills you'll gain: Threat Modeling, Open Web Application Security Project (OWASP), DevSecOps, Secure Coding, Application Security, Threat Detection, Security Testing, Security Engineering, Continuous Delivery, Continuous Integration, Vulnerability Assessments, CI/CD, Vulnerability Scanning, Continuous Deployment

    Advanced · Course · 1 - 4 Weeks

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    Google Cloud

    Transformer Models and BERT Model - 한국어

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Transfer Learning, Generative Model Architectures, Text Mining

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Advanced ML Algorithms & Unsupervised Learning

    Skills you'll gain: Dimensionality Reduction, Unsupervised Learning, Deep Learning, Model Evaluation, Machine Learning Algorithms, Applied Machine Learning, Random Forest Algorithm, Feature Engineering, Artificial Neural Networks, Supervised Learning, Statistical Machine Learning, Anomaly Detection, Classification Algorithms, Performance Tuning

    Intermediate · Course · 1 - 3 Months

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    Board Infinity

    Advanced Power Platform: Connectors, Components & Automation

    Skills you'll gain: Power Apps Component Framework, Data Modeling

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Azure ML Bootcamp: Machine Learning on the Cloud

    Skills you'll gain: Data Preprocessing, Model Deployment, Model Evaluation, Feature Engineering, Microsoft Azure, Applied Machine Learning, Machine Learning, Large Language Modeling, Data Cleansing, Supervised Learning, Data Transformation, Cloud Deployment, Data Ethics, CI/CD, Machine Learning Algorithms, Transfer Learning, Data Quality, Performance Tuning

    Intermediate · Specialization · 1 - 3 Months

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    EDUCBA

    Seaborn Python Data Visualization & Analysis

    Skills you'll gain: Seaborn, Data Literacy, Plot (Graphics), Matplotlib, Scatter Plots, Statistical Visualization, Data Presentation, Data Visualization Software, Data Visualization, Box Plots, Exploratory Data Analysis, Data Storytelling, Data Processing, Data-Driven Decision-Making, Statistical Modeling, Statistical Analysis, Descriptive Statistics, Pandas (Python Package), NumPy, Python Programming

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    Google Cloud

    Feature Engineering en Français

    Skills you'll gain: Feature Engineering, Data Preprocessing, Tensorflow, MLOps (Machine Learning Operations), Data Store, Data Transformation, Keras (Neural Network Library), Data Pipelines, Machine Learning, Data Modeling, Statistical Methods

    Intermediate · Course · 1 - 3 Months

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    Fractal Analytics

    Advanced Data Techniques for Enterprise AI Systems

    Skills you'll gain: Vector Databases, Data Strategy, Data Management, Data Architecture, Data Security, Data Governance, Generative AI Agents, Metadata Management, Data Ethics, Interoperability, Data Store, Retrieval-Augmented Generation, Embeddings, Taxonomy, Data Storage, Data Processing, Large Language Modeling, Machine Learning, Zero Trust Network Access, Agentic systems

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Multimodal Use Cases with Gemini 1.5

    Skills you'll gain: Google Gemini, Image Analysis, LLM Application, Multimodal Prompts, Large Language Modeling, Text Mining, Google Cloud Platform, Computer Vision, Data Processing

    Beginner · Project · Less Than 2 Hours

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    University of Huddersfield

    Strategic Transformation & Global Strategy

    Skills you'll gain: Case Studies, Business Leadership, Growth Strategies, Market Dynamics

    Beginner · Course · 1 - 4 Weeks

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    Skillshare

    Cinematic Lighting in Maya: Fundamentals & Scene Setup

    Skills you'll gain: Post-Production, Autodesk Maya, Computer Graphics, Cinematography, 3D Modeling, Visualization (Computer Graphics), Adobe Photoshop, Image Quality

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Görüntü Üretmeye Giriş

    Skills you'll gain: Model Deployment, Generative AI, Generative Model Architectures, Image Analysis, Large Language Modeling

    Beginner · Course · 1 - 4 Weeks

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

  • Security Essentials for Modern Developers: Coursera
  • Transformer Models and BERT Model - 한국어: Google Cloud
  • Advanced ML Algorithms & Unsupervised Learning: Packt
  • Advanced Power Platform: Connectors, Components & Automation: Board Infinity
  • Azure ML Bootcamp: Machine Learning on the Cloud: Packt
  • Seaborn Python Data Visualization & Analysis: EDUCBA
  • Feature Engineering en Français: Google Cloud
  • Advanced Data Techniques for Enterprise AI Systems: Fractal Analytics
  • Multimodal Use Cases with Gemini 1.5: Google Cloud
  • Strategic Transformation & Global Strategy: University of Huddersfield

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