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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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    Coursera

    ThoughtSpot-Based BI Analytics

    Skills you'll gain: Dashboard, Interactive Data Visualization, Business Intelligence, Data Visualization, Predictive Analytics, Business Intelligence Software, Data Storytelling, Business Analytics, Advanced Analytics, Analytics, Trend Analysis, Data-Driven Decision-Making, Stakeholder Communications, AI Enablement, Real Time Data

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Build an LLM and RAG-based Chat Application using AlloyDB and LangChain

    Skills you'll gain: Retrieval-Augmented Generation, LangChain, LLM Application, Large Language Modeling, PostgreSQL, Database Systems, User Interface (UI), Prompt Engineering, UI Components, User Interface (UI) Design, Artificial Intelligence, Cloud Computing

    3.3
    Rating, 3.3 out of 5 stars
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    7 reviews

    Beginner · Project · Less Than 2 Hours

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    Starweaver

    Credit Analyst Academy

    Skills you'll gain: Financial Statement Analysis, Credit Risk, Financial Analysis, Bank Regulations, Loans, Portfolio Risk, Environmental Social And Corporate Governance (ESG), Risk Modeling, Market Data, Risk Mitigation, Derivatives, Financial Regulation, Risk Analysis, Financial Market, Securities (Finance), Risk Management, Financial Data, Financial Services, Portfolio Management, Project Portfolio Management

    4.7
    Rating, 4.7 out of 5 stars
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    7 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Aprendiendo Python con textos, números y ecuaciones

    Skills you'll gain: Program Development, Python Programming, Jupyter, Algorithms, Engineering Calculations, Computer Programming, Mathematical Modeling, Linear Algebra, Applied Mathematics

    4.8
    Rating, 4.8 out of 5 stars
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    36 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    EDUCBA

    Comprehensive Relative Valuation Training

    Skills you'll gain: Business Valuation, Financial Modeling, Benchmarking, Financial Statement Analysis, Return On Investment, Financial Analysis, Financial Data, Investment Management, Equities, Financial Statements, Cash Flows

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Microsoft

    Full-Stack Developer Capstone Project

    Skills you'll gain: ASP.NET, Restful API, Full-Stack Web Development, Cloud Deployment, Performance Tuning, Frontend Integration, .NET Framework, Application Programming Interface (API), Data Modeling, Development Environment, Cloud Applications, Object-Relational Mapping, Web Development, Software Development, Cloud Infrastructure, Web Applications, UI Components, Authentications, Application Development, Application Design

    4.9
    Rating, 4.9 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Alteryx Advanced

    Skills you'll gain: Data Cleansing, Data Manipulation, Advanced Analytics, Applied Machine Learning, Data Wrangling, Fraud detection, Data Transformation, Predictive Modeling, Machine Learning, Data Pipelines, Data Preprocessing, Feature Engineering, Sampling (Statistics), Data Integration, Model Evaluation, Workflow Management, Complex Problem Solving

    Intermediate · Course · 1 - 3 Months

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    Simplilearn

    Requirement Gathering and Analysis with GenAI Training

    Skills you'll gain: Requirements Analysis, Generative AI, Prompt Engineering, Software Design Documents, Requirements Elicitation, Workflow Management, User Story, Prioritization, Hugging Face, Customer Insights, Language Interpretation, Translation, and Studies

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Computer Vision with TensorFlow

    Skills you'll gain: Model Evaluation, Tensorflow, Convolutional Neural Networks, Computer Vision, Keras (Neural Network Library), Development Environment, Image Analysis, Machine Learning, Deep Learning, Data Persistence, Artificial Neural Networks

    5
    Rating, 5 out of 5 stars
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    6 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
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    Packt

    Prompt Engineering in Python, with GPT, and the OpenAI API

    Skills you'll gain: Multimodal Prompts, OpenAI API, ChatGPT, JSON, Large Language Modeling, Python Programming, Text Mining, Data Validation, Unstructured Data

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Board Infinity

    BFSI Career Roadmap: Roles, Skills, and Industry Trends

    Skills you'll gain: Financial Services, Banking, Compensation Analysis, Financial Sales, Investment Banking, Financial Management, Commercial Banking, Private Equity, Retail Banking, Project Finance, Financial Modeling, FinTech, Financial Statement Analysis, Actuarial Science, Emerging Technologies, Trend Analysis, Corporate Finance, Digital Transformation, Credit Risk, Risk Management

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Create Generative AI Apps on Google Cloud

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Generative AI, Multimodal Prompts, Large Language Modeling, Embeddings, Application Deployment

    3.9
    Rating, 3.9 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 3 Months

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

  • ThoughtSpot-Based BI Analytics: Coursera
  • Build an LLM and RAG-based Chat Application using AlloyDB and LangChain: Google Cloud
  • Credit Analyst Academy: Starweaver
  • Aprendiendo Python con textos, números y ecuaciones: Coursera
  • Comprehensive Relative Valuation Training: EDUCBA
  • Full-Stack Developer Capstone Project: Microsoft
  • Alteryx Advanced: Packt
  • Requirement Gathering and Analysis with GenAI Training: Simplilearn
  • Introduction to Computer Vision with TensorFlow: Google Cloud
  • Prompt Engineering in Python, with GPT, and the OpenAI API: Packt

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