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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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    Fractal Analytics

    Data Lineage & Ethical Frameworks for Responsible AI

    Skills you'll gain: Responsible AI, Data Ethics, AI Security, Data Governance, AI Workflows, Data Pipelines, Data Transformation, Governance, Data Integrity, Data Quality, MLOps (Machine Learning Operations), Information Assurance, Risk Modeling, Metadata Management, Data Security

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Ace Salesforce Certified Tableau Desktop Foundations Exam

    Skills you'll gain: Data Visualization, Data Presentation, Interactive Data Visualization, Data Visualization Software, Dashboard, Scatter Plots, Data Analysis, Data Manipulation, Software Installation, Data Modeling, Data Import/Export

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 日本語版

    Skills you'll gain: Model Evaluation, Generative AI, MLOps (Machine Learning Operations), Google Cloud Platform, Responsible AI, Predictive Modeling, AI Security, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

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    University of Michigan

    Applied Information Extraction in Python

    Skills you'll gain: ChatGPT, Machine Learning Methods, Data Mining, Generative AI, Recurrent Neural Networks (RNNs), Data Preprocessing, Python Programming, Machine Learning Algorithms, Data Manipulation

    Advanced · Course · 1 - 4 Weeks

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    LearnKartS

    AWS Tools and Services for AI

    Skills you'll gain: Prompt Engineering, Amazon Bedrock, Retrieval-Augmented Generation, Generative AI, Multimodal Prompts, Model Evaluation, LLM Application, Model Deployment, Embeddings

    Intermediate · Course · 1 - 4 Weeks

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    Arizona State University

    Extracting Value from Dark Data: ULEADD

    Skills you'll gain: Exploratory Data Analysis, Decision Making, Unstructured Data, Data-Driven Decision-Making, Data Literacy, Data Management, Solution Design, Data Analysis, Needs Assessment, Requirements Analysis

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Elasticsearch: Build, Query & Optimize with ELK

    Skills you'll gain: Real Time Data, Kibana, Query Languages, Data Modeling, Distributed Computing, SQL, NoSQL, Scalability, JSON, Performance Tuning, Text Mining, System Configuration, Geospatial Information and Technology

    Mixed · Course · 1 - 3 Months

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    LearnQuest

    Data Science Foundations with No-Code Tools

    Skills you'll gain: Exploratory Data Analysis, Data Storytelling, Dashboard, Data Presentation, Data Analysis, Data Literacy, No-Code Development, Data Science, Predictive Modeling, Data Ethics, Data Capture, Data Modeling, Data Processing, Data Transformation, Data Integrity, Data Cleansing, Applied Machine Learning, Data Governance, Data Collection, Data Integration

    Intermediate · Course · 1 - 4 Weeks

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    Siemens

    Dynamique des fluides numérique appliquée

    Skills you'll gain: Thermal Management, Finite Element Methods, Engineering Analysis, Mechanical Engineering, Engineering, Scientific Visualization, Simulations, Numerical Analysis, Mathematical Modeling, Differential Equations, Physics

    Intermediate · Course · 1 - 3 Months

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    The University of Edinburgh

    Climate Solutions: Mexico

    Skills you'll gain: Climate Change Adaptation, Climate Change Mitigation, Sustainable Development, Risk Management, Social Impact, Social Justice, Environmental Policy, Environmental Science, Forecasting, Mathematical Modeling, Analysis

    Beginner · Course · 1 - 3 Months

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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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    Skillshare

    Nomad Sculpt 3D: Stylized Female Pt 2: Clothing & Poses

    Skills you'll gain: 3D Assets, 3D Modeling, Computer Graphic Techniques, Storytelling, Graphical Tools

    Advanced · Course · 1 - 4 Weeks

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

  • Data Lineage & Ethical Frameworks for Responsible AI: Fractal Analytics
  • Ace Salesforce Certified Tableau Desktop Foundations Exam: Packt
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 日本語版: Google Cloud
  • Applied Information Extraction in Python: University of Michigan
  • AWS Tools and Services for AI: LearnKartS
  • Extracting Value from Dark Data: ULEADD: Arizona State University
  • Elasticsearch: Build, Query & Optimize with ELK: EDUCBA
  • Data Science Foundations with No-Code Tools: LearnQuest
  • Dynamique des fluides numérique appliquée: Siemens
  • Climate Solutions: Mexico: The University of Edinburgh

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