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Results for "open source models"


  • Status: New
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    Coursera

    Open Generative AI: Build with Open Models and Tools

    Skills you'll gain: Retrieval-Augmented Generation, Generative Model Architectures, Large Language Modeling, Generative AI, Model Evaluation, LangChain, Model Deployment, Data Ethics, Data Validation, Software Design Patterns, Data Cleansing, Data Quality, Vector Databases, Image Quality, Data Preprocessing, LLM Application, Embeddings, AI Workflows, Dashboard, Cloud API

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free
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    DeepLearning.AI

    Open Source Models with Hugging Face

    Skills you'll gain: Hugging Face, LLM Application, Generative AI, Model Deployment, Cloud Deployment, Natural Language Processing, Large Language Modeling, Applied Machine Learning, User Interface (UI), API Design, Computer Vision

    4.8
    Rating, 4.8 out of 5 stars
    ·
    77 reviews

    Beginner · Project · Less Than 2 Hours

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    Alex Genadinik

    AI Errors & Hallucinations: Debugging & Fact-Checking

    Skills you'll gain: Prompt Engineering, Debugging, Claude Code, Responsible AI, Verification And Validation, ChatGPT, Artificial Intelligence, Development Testing, Software Testing

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Building RAG Systems with Open Models

    Skills you'll gain: Retrieval-Augmented Generation, Generative AI, LangChain, Software Design Patterns, Vector Databases, LLM Application, Embeddings, Prompt Engineering, Large Language Modeling, Model Evaluation, Text Mining, Scalability, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Fine-tuning Image Models with Diffusion

    Skills you'll gain: Model Deployment, Generative AI, AI Workflows, Generative Model Architectures, Development Environment, Image Analysis, Model Evaluation, Performance Tuning, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Model Evaluation and Benchmarking

    Skills you'll gain: Generative AI, Model Evaluation, Dashboard, Image Quality, Test Script Development, Image Analysis, Test Case, Verification And Validation, Large Language Modeling, Data Visualization, Continuous Monitoring, Plotly, Text Mining, Natural Language Processing, Matplotlib, Statistical Hypothesis Testing

    Intermediate · Course · 1 - 4 Weeks

What brings you to Coursera today?

  • Status: New
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    Coursera

    Preparing Images for AI Models

    Skills you'll gain: Image Quality, Data Preprocessing, Data Quality, Generative AI, Data Validation, Data Collection, Data Transformation, PyTorch (Machine Learning Library), Data Ethics, Data Management, Metadata Management

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Optimizing Models for Production

    Skills you'll gain: Model Deployment, Generative AI, Performance Tuning, Model Evaluation, Cross Platform Development, PyTorch (Machine Learning Library), Cloud Deployment, Applied Machine Learning, Application Performance Management, Development Environment, Hardware Architecture

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Production AI Model Development and Ethics

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Designing Production LLM Architectures

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Vision Models: Train and Evaluate

    Skills you'll gain: Failure Analysis, Deep Learning, Applied Machine Learning, Data Pipelines, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    ML: Build, Train, Justify Models

    Skills you'll gain: Predictive Modeling, Applied Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Statistical Modeling, Decision Tree Learning, Report Writing

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular open source models courses

  • Open Generative AI: Build with Open Models and Tools: Coursera
  • Open Source Models with Hugging Face: DeepLearning.AI
  • AI Errors & Hallucinations: Debugging & Fact-Checking: Alex Genadinik
  • Building RAG Systems with Open Models: Coursera
  • Fine-tuning Image Models with Diffusion: Coursera
  • Model Evaluation and Benchmarking: Coursera
  • Preparing Images for AI Models: Coursera
  • Optimizing Models for Production: Coursera
  • Production AI Model Development and Ethics: Coursera
  • Designing Production LLM Architectures: Coursera

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