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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


  • Status: Free Trial
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    Edureka

    Practical Deep Learning with Python

    Skills you'll gain: Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Model Optimization, Artificial Intelligence, Applied Machine Learning, Python Programming, Model Training, Machine Learning Methods, Fine-tuning, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    S

    SAS

    AI Literacy: Responsible, Trustworthy, Effective

    Skills you'll gain: Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Responsible AI, Data Ethics, Generative Adversarial Networks (GANs), Generative Model Architectures, LLM Application, Agentic systems, AI Security, Law, Regulation, and Compliance, Agentic Workflows, Discussion Facilitation, Regulatory Requirements, Regulatory Compliance, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, SAS (Software), Analytics, Machine Learning

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
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    I

    IBM

    Machine Learning Rapid Prototyping with IBM Watson Studio

    Skills you'll gain: Feature Engineering, Model Deployment, Data Preprocessing, Model Optimization, Model Evaluation, Data Transformation, Model Training, Applied Machine Learning, MLOps (Machine Learning Operations), Predictive Modeling, Exploratory Data Analysis, Machine Learning Methods, Machine Learning, Scikit Learn (Machine Learning Library), Data Science, IBM Cloud, Python Programming

    4.2
    Rating, 4.2 out of 5 stars
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    17 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Simplilearn

    CBAP Certification Business Analysis Training

    Skills you'll gain: Requirements Management, Solution Design, Business Analysis, Requirements Elicitation, Stakeholder Management, Business Analysis Tools, Stakeholder Engagement, Stakeholder Analysis, Strategic Planning, Stakeholder Communications, Business Strategies, Business Process Modeling, Business Modeling, Business Strategy, Business Process, Competitive Analysis, Business Process Management, Performance Analysis, Business Intelligence, Agile Methodology

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    J

    Johns Hopkins University

    Gestion de l’analyse des données

    Skills you'll gain: Data Analysis, Analytical Skills, Data Management, Exploratory Data Analysis, Statistical Reporting, Data Synthesis, Data Capture, Data Modeling, Data Presentation, Data Collection, Statistical Modeling, Data Validation, Statistical Inference, Model Evaluation, Communication

    4.5
    Rating, 4.5 out of 5 stars
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    10 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    G

    Google Cloud

    Preparing for the Google Cloud Professional Data Engineer Exam 日本語版

    Skills you'll gain: MLOps (Machine Learning Operations), Data Processing, Model Deployment, Data Pipelines, Google Cloud Platform, Applied Machine Learning, Analytics, Database Development, Data Infrastructure, Model Training, Data Architecture, Data Analysis, Security Controls, Machine Learning, Data Modeling, Cloud Security, Data Visualization, Interactive Data Visualization, Data Storage Technologies

    4.7
    Rating, 4.7 out of 5 stars
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    14 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    Fundação Instituto de Administração

    Fundamentos de Inteligência Artifical em Marketing

    Skills you'll gain: Data-Driven Marketing, Marketing Strategies, Customer experience strategy (CX), Digital Transformation, Marketing Analytics, Marketing, MarTech, Data-Driven Decision-Making, Applied Machine Learning, Predictive Analytics, Machine Learning Methods, Digital Marketing, Customer Engagement, Machine Learning Algorithms, Machine Learning, Advanced Analytics, Innovation, Brand Strategy, Deep Learning, Artificial Intelligence

    4.8
    Rating, 4.8 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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    N

    National Taiwan University

    商管統計資料分析一 (Analytics for Business and Management (I))

    Skills you'll gain: Exploratory Data Analysis, Regression Analysis, R Programming, Statistical Analysis, Statistical Programming, R (Software), Statistical Modeling, Business Analytics, Analytics, Data Analysis, Statistics, Statistical Methods, Predictive Modeling, Statistical Inference, Data Transformation, Estimation, Statistical Hypothesis Testing, Model Evaluation

    5
    Rating, 5 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 3 Months

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    École Polytechnique

    Vers l'infiniment grand - Voyages de l'infiniment grand à l'infiniment petit

    Skills you'll gain: Physics, Scientific Methods, General Science and Research, Research, Science and Research, Engineering, Scientific, and Technical Instruments, Physical Science, Mechanics, electromagnetics, Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    54 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    B

    BCG

    La transformation numérique

    Skills you'll gain: Digital Transformation, Business Transformation, Product Lifecycle Management, Technology Strategies, Design Thinking, Competitive Analysis, Process Design, Business Strategy, Growth Strategies, Business Strategies, Emerging Technologies, Business Economics, Innovation, Market Dynamics, Leadership, Communication

    4.8
    Rating, 4.8 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    C

    Coursera

    Build and Evaluate Robust Financial Models

    Skills you'll gain: Financial Modeling, Microsoft Excel, Financial Forecasting, Excel Formulas, Cash Flow Forecasting, Auditing, Business Modeling, Risk Analysis, Financial Analysis, Spreadsheet Software, Cash Flows, Business Valuation, Model Evaluation, Dependency Analysis, Verification And Validation, Quality Assurance

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    B

    Board Infinity

    Advance Multi-Agent Systems & Production AI with LangSmith

    Skills you'll gain: Retrieval-Augmented Generation, AI Workflows, LangChain, Model Context Protocol, Vector Databases, AI Orchestration, LLM Application, Tool Calling, Agentic Workflows, Generative AI Agents, Large Language Modeling, Agentic systems, Embeddings, Model Deployment, AI Integrations, Artificial Intelligence, Context Management, Scalability, Debugging, System Monitoring

    Intermediate · Course · 1 - 4 Weeks

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

  • Practical Deep Learning with Python: Edureka
  • AI Literacy: Responsible, Trustworthy, Effective: SAS
  • Machine Learning Rapid Prototyping with IBM Watson Studio: IBM
  • CBAP Certification Business Analysis Training: Simplilearn
  • Gestion de l’analyse des données: Johns Hopkins University
  • Preparing for the Google Cloud Professional Data Engineer Exam 日本語版: Google Cloud
  • Fundamentos de Inteligência Artifical em Marketing: Fundação Instituto de Administração
  • 商管統計資料分析一 (Analytics for Business and Management (I)): National Taiwan University
  • Vers l'infiniment grand - Voyages de l'infiniment grand à l'infiniment petit: École Polytechnique
  • La transformation numérique: BCG

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