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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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    Packt

    Designing and Building Web APIs with ASP.NET Core

    Skills you'll gain: Restful API, API Design, ASP.NET, Application Programming Interface (API), GraphQL, .NET Framework, Object-Relational Mapping, Data Modeling, Data Store, Relational Databases, Middleware, C# (Programming Language), Query Languages, Transact-SQL, Data Mapping, Application Frameworks, Data Access, Back-End Web Development, Data Persistence, Configuration Management

    Intermediate · Course · 1 - 3 Months

  • Status: Free
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    DeepLearning.AI

    ChatGPT Prompt Engineering for Developers

    Skills you'll gain: OpenAI API, ChatGPT, Prompt Engineering, LLM Application, OpenAI, Large Language Modeling, Application Development

    4.7
    Rating, 4.7 out of 5 stars
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    2.5K reviews

    Beginner · Project · Less Than 2 Hours

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    Columbia University

    Introduction to Financial Engineering and Risk Management

    Skills you'll gain: Financial Market, Securities (Finance), Derivatives, Mathematical Modeling, Applied Mathematics, Capital Markets, Futures Exchange, Finance, Financial Modeling, Risk Modeling, Probability, Risk Management, Probability Distribution, Model Optimization

    4.7
    Rating, 4.7 out of 5 stars
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    329 reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    Advanced Techniques and Interpretability in LLMs

    Skills you'll gain: LLM Application, OpenAI API, ChatGPT, Responsible AI, Retrieval-Augmented Generation, Large Language Modeling, Generative AI, Generative Model Architectures, Fine-tuning, OpenAI, Generative AI Agents, Natural Language Processing, Token Optimization, AI Security, AI Workflows, Embeddings, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Computer Vision

    Intermediate · Course · 1 - 3 Months

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    Packt

    Power Platform Solution Discovery and Planning

    Skills you'll gain: Power Platform Architecture & Technical Design, Business Workflow Analysis, Process Analysis, Process Mapping, Business Process Improvement, Functional Requirement, Enterprise Architecture, Business Process, Solution Architecture, Microsoft Power Platform, Requirements Analysis, Enterprise Modeling, Requirements Elicitation, Cloud Solutions, Cloud Computing Architecture, Digital Transformation, Microsoft Azure, User Requirements Documents, Planning, Risk Mitigation

    Beginner · Course · 1 - 3 Months

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    KodeKloud

    Golang: Functions, Pointers and System Design

    Skills you'll gain: Memory Management, Go (Programming Language), Code Reusability, Software Design Patterns, Software Architecture, Object Oriented Programming (OOP), Systems Design, Functional Design, Software Design, System Design and Implementation, Maintainability, Object Oriented Design, System Programming, Data Modeling, Programming Principles, Back-End Web Development

    Intermediate · Course · 1 - 4 Weeks

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    Macquarie University

    Excel for Business with AI: Intermediate

    Skills you'll gain: People Analytics, Microsoft Excel, Pivot Tables And Charts, Excel Formulas, Data Transformation, Dashboard, Data Validation, Spreadsheet Software, Business Reporting, Data Wrangling, Data Cleansing, Business Analytics, Data Analysis, Exploratory Data Analysis, Microsoft Copilot, Artificial Intelligence, Data Visualization, Data Visualization Software, Generative AI, Automation

    Intermediate · Course · 1 - 3 Months

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    National Taiwan University

    機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations

    Skills you'll gain: Supervised Learning, Model Training, Machine Learning, Machine Learning Methods, Statistical Machine Learning, Model Evaluation, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Theoretical Computer Science, Classification Algorithms, Mathematical Modeling, Statistical Methods, Probability & Statistics, Algorithms, Statistical Inference

    4.9
    Rating, 4.9 out of 5 stars
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    938 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Universidad de Palermo

    Inteligencia Artificial y Ciencia de Datos para Negocios

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Multimodal Prompts, ChatGPT, Prompt Engineering Tools, Responsible AI, Generative AI, Data Ethics, Business Intelligence, Organizational Leadership, Business Analytics, Large Language Modeling, Culture Transformation, AI Security, AI literacy, Artificial Intelligence, Business, Data Science, Emerging Technologies, Innovation

    4.9
    Rating, 4.9 out of 5 stars
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    1.1K reviews

    Intermediate · Specialization · 1 - 3 Months

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    Universitat de Barcelona

    The entrepreneur's guide for beginners

    Skills you'll gain: Entrepreneurship, Market Opportunities, Business Planning, Lean Methodologies, Business Modeling, Entrepreneurial Finance, New Business Development, Ideation, Fundraising and Crowdsourcing, Fundraising, Value Propositions, Customer Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    556 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    IBM

    IBM AI-Native Data Engineering

    Skills you'll gain: Enterprise Architecture, Solution Architecture, Dataflow, Data Pipelines, Data Processing, AI Workflows, Data Quality, Data Governance, Text Mining, AI Integrations, Data Capture, Operational Databases, Data Integrity, Data Store, Site Reliability Engineering, Database Systems, Requirements Analysis, Database Development, Software Documentation, Dependency Analysis

    Intermediate · Professional Certificate · 3 - 6 Months

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    Korea Advanced Institute of Science and Technology(KAIST)

    Structure of Ceramics: Materials Science Fundamentals

    Skills you'll gain: Structural Analysis, Materials science, Semiconductors, Chemical Engineering, Electrical Engineering, Mathematical Modeling, Coordination, Analytical Chemistry, Laboratory Research, Applied Mathematics

    Intermediate · Course · 1 - 3 Months

1…636465…396

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

  • Designing and Building Web APIs with ASP.NET Core: Packt
  • ChatGPT Prompt Engineering for Developers: DeepLearning.AI
  • Introduction to Financial Engineering and Risk Management: Columbia University
  • Advanced Techniques and Interpretability in LLMs: Packt
  • Power Platform Solution Discovery and Planning: Packt
  • Golang: Functions, Pointers and System Design: KodeKloud
  • Excel for Business with AI: Intermediate: Macquarie University
  • 機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations: National Taiwan University
  • Inteligencia Artificial y Ciencia de Datos para Negocios: Universidad de Palermo
  • The entrepreneur's guide for beginners: Universitat de Barcelona

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