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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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    IBM

    Fundamentals of AI Agents Using RAG and LangChain

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Prompt Patterns, LLM Application, Generative AI Agents, Large Language Modeling, Generative AI, Tool Calling, Hugging Face, Context Engineering, Embeddings

    4.6
    Rating, 4.6 out of 5 stars
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    238 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced Techniques and Security in .NET 8 Applications

    Skills you'll gain: Secure Coding, Unit Testing, Cryptography, Performance Testing, LLM Application, Encryption, Authentications, Application Security, Authorization (Computing), Test Driven Development (TDD), Test Tools, Test Automation, Large Language Modeling, ASP.NET, .NET Framework, C# (Programming Language), Application Deployment, Object Oriented Design, General Data Protection Regulation (GDPR), Cloud Platforms

    Intermediate · Course · 1 - 3 Months

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    L&T EduTech

    Transmission Line Design: Mechanical and Civil Foundations

    Skills you'll gain: High Voltage, Civil Engineering, Vibrations, Mechanical Design, Electric Power Systems, Construction Engineering, Electrical Power, Electrical Systems, General Construction and Construction Labor, Matlab, Electrical Safety, Engineering Analysis, Electrical Equipment, Mathematical Software, Engineering Calculations, Environmental Engineering, Mathematical Modeling

    Intermediate · Course · 1 - 4 Weeks

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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

  • Status: Free Trial
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    SAP

    SAP Business Analyst

    Skills you'll gain: User Story, Business Process Modeling, Risk Analysis, Performance Measurement, Stakeholder Management, Process Analysis, Business Analysis, Risk Management, Requirements Elicitation, Process Design, Requirements Management, Business Process, Process Mapping, Risk Management Framework, Stakeholder Engagement, Performance Metric, Process Improvement, Project Portfolio Management, Stakeholder Communications, Business Requirements

    4.5
    Rating, 4.5 out of 5 stars
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    195 reviews

    Beginner · Professional Certificate · 3 - 6 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

  • Status: Preview
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    University of London

    Business Sustainability in the Circular Economy

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Reverse Logistics, Sustainable Development, Environmental Laws, Environmental Issue, Waste Minimization, Environmental Regulations, Logistics Management, Logistics, Business Modeling, Climate Change Mitigation

    4.6
    Rating, 4.6 out of 5 stars
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    292 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Credit Risk Analytics

    Skills you'll gain: Operational Risk, Model Evaluation, Credit Risk, Exploratory Data Analysis, Lending and Underwriting, Data Preprocessing, Commercial Lending, Risk Control, Risk Management, Risk Modeling, Banking, Analysis, Financial Statements, Financial Controls, Financial Market, Logistic Regression, Analytics, Cash Flows, Working Capital, Research

    5
    Rating, 5 out of 5 stars
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    43 reviews

    Beginner · Specialization · 1 - 3 Months

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    SkillUp

    Project Management Foundations, Initiation, and Planning

    Skills you'll gain: Team Motivation, Stakeholder Engagement, Project Planning, Earned Value Management, Stakeholder Management, Project Documentation, Meeting Facilitation, Project Management Institute (PMI) Methodology, Project Scoping, Initiative and Leadership, Team Leadership, Project Management, Project Management Life Cycle, Stakeholder Analysis, Stakeholder Communications, Scope Management, Program Standards, Agile Project Management, Quality Management

    4.7
    Rating, 4.7 out of 5 stars
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    602 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    IBM

    Generative AI for NLP with PyTorch Capstone Project

    Skills you'll gain: Model Evaluation, Fine-tuning, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Model Training, Transfer Learning, Generative AI, Large Language Modeling, Natural Language Processing, Hugging Face, Generative Model Architectures, Data Preprocessing, Model Optimization, Data Processing, Deep Learning, Artificial Neural Networks, Machine Learning, Machine Learning Algorithms

    Advanced · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    AI LLM Fundamentals: Intro to Large Language Models+ChatGPT

    Skills you'll gain: Prompt Engineering, Fine-tuning, LLM Application, Large Language Modeling, ChatGPT, Generative AI, Generative Model Architectures, Machine Learning Methods, Embeddings, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Model Training, Deep Learning, AI literacy, Natural Language Processing, Model Optimization, AI Workflows, Convolutional Neural Networks

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    British Standards Institution

    Managing Bias in AI Systems (ISO/IEC TR 24027:2021)

    Skills you'll gain: Risking, Data Ethics, Model Evaluation, Decision Intelligence, Artificial Intelligence, Ethical Standards And Conduct, Continuous Monitoring, Artificial Intelligence and Machine Learning (AI/ML), Statistical Methods, Machine Learning Methods, Data Quality, Law, Regulation, and Compliance, Human Factors, Regulation and Legal Compliance

    Intermediate · Course · 1 - 4 Weeks

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

  • Fundamentals of AI Agents Using RAG and LangChain: IBM
  • Advanced Techniques and Security in .NET 8 Applications: Packt
  • Transmission Line Design: Mechanical and Civil Foundations: L&T EduTech
  • Golang: Functions, Pointers and System Design: KodeKloud
  • SAP Business Analyst: SAP
  • Advanced Techniques and Interpretability in LLMs: Packt
  • Business Sustainability in the Circular Economy: University of London
  • Credit Risk Analytics: EDUCBA
  • Project Management Foundations, Initiation, and Planning: SkillUp
  • Generative AI for NLP with PyTorch Capstone Project: IBM

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