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Quantization Fundamentals (Coursera)

Jul 21st 2025
Quantization Fundamentals (Coursera)
Free Course
Coursera
DeepLearning.AI
Categories
Computer Science
CS: Software Engineering
Effort
Beginner
1 Week
1-4 Hours/Week
Languages
English
English
Quantization Fundamentals (Coursera)
Generative AI models, like large language models, often exceed the capabilities of consumer-grade hardware and are expensive to run. Compressing models through methods such as quantization makes them more efficient, faster, and accessible. This allows them to run on a wide variety of devices, including smartphones, personal computers, and [...]
Quantization
Generative AI
AI
Artificial Intelligence
Large Language Models
LLMs
Hugging Face
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Jul 21st 2025
Free Course
Coursera
DeepLearning.AI
Computer Science
CS: Software Engineering
Beginner
1 Week
1-4 Hours/Week
English
English

Databricks to Local LLMs (Coursera)

Jul 21st 2025
Databricks to Local LLMs (Coursera)
Course Auditing
Coursera
Duke University
Categories
Data Science
Effort
Beginner
4 Weeks
5-10 Hours/Week
Languages
English
English
Databricks to Local LLMs (Coursera)
By the end of this course, a learner will master Databricks to perform data engineering and data analytics tasks for data science workflows. Additionally, a student will learn to master running local large language models like Mixtral via Hugging Face Candle and Mozilla llamafile.
Databricks
LLMs
Large Language Models
Artificial Intelligence
AI
Machine Learning
ML Pipelines
ML
Generative AI
Hugging Face
Llamafile
Coursera Plus
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Jul 21st 2025
Course Auditing
Coursera
Duke University
Data Science
Beginner
4 Weeks
5-10 Hours/Week
44.00 EUR
English
English

Building Production-Ready Apps with Large Language Models (Coursera)

Jul 21st 2025
Building Production-Ready Apps with Large Language Models (Coursera)
Course Auditing
Coursera
Coursera Instructor Network
Categories
Data Science
Effort
Intermediate
1 Week
1-4 Hours/Week
Languages
English
English
Building Production-Ready Apps with Large Language Models (Coursera)
In the age of artificial intelligence (AI), it is essential to learn how to apply the power of large language models (LLMs) for building various production-ready applications. In this hands-on-course, learners will gain the necessary skills for building and responsibly deploying a conversational AI application. [...]
AI Applications
Large Language Models
LLMs
AI
Artificial Intelligence
Chatbots
Hugging Face
Python
Gradio
Prompt Engineering
Coursera Plus
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Jul 21st 2025
Course Auditing
Coursera
Coursera Instructor Network
Data Science
Intermediate
1 Week
1-4 Hours/Week
45.00 EUR
English
English

Open-source AI Models (Coursera)

Jul 14th 2025
Open-source AI Models (Coursera)
Course Auditing
Coursera
Scrimba
Categories
CS: Software Engineering
Effort
Intermediate
1 Week
1-4 Hours/Week
Languages
English
English
Open-source AI Models (Coursera)
Upon completing this course, learners will understand the distinctions between open-source and closed-source frameworks and their impact on development. The course offers hands-on experience with HuggingFace.js, enabling learners to perform inference tasks and apply AI solutions in real [...]
AI Engineering Specialization
Open Source
AI
Artificial Intelligence
Hugging Face
Coursera Plus
View more details
Jul 14th 2025
Course Auditing
Coursera
Scrimba
CS: Software Engineering
Intermediate
1 Week
1-4 Hours/Week
44.00 EUR/month
English
English

Open Source Platforms for MLOps (Coursera)

Jul 14th 2025
Open Source Platforms for MLOps (Coursera)
Course Auditing
Coursera
Duke University
Categories
Data Science
Effort
Advanced
4 Weeks
1-4 Hours/Week
Languages
English
English
Open Source Platforms for MLOps (Coursera)
This course covers two of the most popular open source platforms for MLOps: MLflow and Hugging Face. We’ll go through the foundations on what it takes to get started in these platforms with basic model and dataset operations. You will start with MLflow using projects and models with its [...]
MLOps
Open Source
MLflow
Hugging Face
Coursera Plus
View more details
Jul 14th 2025
Course Auditing
Coursera
Duke University
Data Science
Advanced
4 Weeks
1-4 Hours/Week
46.00 EUR
English
English

MLOps Tools: MLflow and Hugging Face (edX)

Self Paced
MLOps Tools: MLflow and Hugging Face (edX)
Course Auditing
EdX
AI (Pragmatic AI Labs)
Categories
Computer Science
Effort
Beginner
Self-Paced
5-10 Hours/Week
Languages
English
English
MLOps Tools: MLflow and Hugging Face (edX)
Enhance your MLOps Journey: Explore MLflow and Hugging Face for Streamlined ML Lifecycle Management.
Machine Learning Operations Professional Certificate
MLOps
Machine Learning Operations
MLflow
Hugging Face
Machine Learning
View more details
Self Paced
Course Auditing
EdX
AI (Pragmatic AI Labs)
Computer Science
Beginner
Self-Paced
5-10 Hours/Week
420.00 EUR
English
English

DevOps, DataOps, MLOps (edX)

Self Paced
DevOps, DataOps, MLOps (edX)
Course Auditing
EdX
AI (Pragmatic AI Labs)
Categories
Computer Science
Effort
Beginner
Self-Paced
5-10 Hours/Week
Languages
English
English
DevOps, DataOps, MLOps (edX)
Streamline AI Operations: Leverage DevOps, DataOps, and MLOps for End-to-End Machine Learning Solutions.
Machine Learning Operations Professional Certificate
DevOps
MLOps
DataOps
Machine Learning Operations
Gradio
Hugging Face
Kubernetes
Docker
Serverless
Machine Learning
View more details
Self Paced
Course Auditing
EdX
AI (Pragmatic AI Labs)
Computer Science
Beginner
Self-Paced
5-10 Hours/Week
420.00 EUR
English
English

Rust for Large Language Model Operations (LLMOps) (edX)

Self Paced
Rust for Large Language Model Operations (LLMOps) (edX)
Course Auditing
EdX
AI (Pragmatic AI Labs)
Categories
Computer Science
Effort
Beginner
Self-Paced
5-10 Hours/Week
Languages
English
English
Rust for Large Language Model Operations (LLMOps) (edX)
Develop efficient Large Language Model solutions using Rust.
Rust Programming Professional Certificate
Rust
Rust Programming
Large Language Model Operations
LLMs
Hugging Face
ONNX
MLOps
View more details
Self Paced
Course Auditing
EdX
AI (Pragmatic AI Labs)
Computer Science
Beginner
Self-Paced
5-10 Hours/Week
420.00 EUR
English
English

Applied Local Large Language Models (edX)

Self Paced
Applied Local Large Language Models (edX)
Course Auditing
EdX
AI (Pragmatic AI Labs)
Categories
Computer Science
Effort
Intermediate
Self-Paced
5-10 Hours/Week
Languages
English
English
Applied Local Large Language Models (edX)
Unlock the power of large language models on your machine. Master setup and interaction with cutting-edge LLMs through intuitive web interfaces and APIs. Explore diverse tools, programming languages, and frameworks like Hugging Face and Mozilla for seamless LLM integration. Gain invaluable skills for efficient local LLM [...]
Large Language Model Operations (LLMOps) Professional Certificate
Large Language Models
LLMs
Hugging Face
View more details
Self Paced
Course Auditing
EdX
AI (Pragmatic AI Labs)
Computer Science
Intermediate
Self-Paced
5-10 Hours/Week
232.00 EUR
English
English

Models and Platforms for Generative AI (edX)

Self Paced
Models and Platforms for Generative AI (edX)
Course Auditing
EdX
IBM
Categories
CS: Artificial Intelligence, Robotics & Computer Vision
Effort
Beginner
Self-Paced
1-4 Hours/Week
Languages
English
English
Models and Platforms for Generative AI (edX)
This course focuses on the core concepts and models of generative AI, including deep learning and large language models. It covers the concept of foundation models and the capabilities of pre-trained models and platforms for AI application development.
Generative AI for Everyone Professional Certificate
Generative AI
Artificial Intelligence
AI
Deep Learning
Large Language Models
LLMs
GANs
VAEs
Diffusion Models
Hugging Face
IBM Watsonx
View more details
Self Paced
Course Auditing
EdX
IBM
CS: Artificial Intelligence, Robotics & Computer Vision
Beginner
Self-Paced
1-4 Hours/Week
45.00 EUR
English
English