MLOps Tools: MLflow and Hugging Face

28 ratings at Coursera

Explore MLflow and Hugging Face for MLOps, covering model tracking, deployment, fine-tuning, and cloud integration. Gain practical skills in managing ML workflows and creating interactive demos.

• Coursera
• 1 day 1 hour 43 minutes
• On-Demand
• Free Online Course (Audit)

Operationalizing LLMs on Azure

19 ratings at Coursera

Explore Azure's AI services, deploy LLMs, optimize interactions, and build robust applications using Azure Machine Learning, OpenAI Service, and advanced techniques like RAG and Semantic Kernel.

• Coursera
• 10 hours 21 minutes
• On-Demand
• Free Online Course (Audit)

Virtualization, Docker, and Kubernetes for Data Engineering

18 ratings at Coursera

Explore virtualization, Docker, and Kubernetes for data engineering. Master containerization, cloud-based orchestration, and advanced topics like AI-driven coding and SRE practices. Gain hands-on experience with industry-standard tools.

• Coursera
• 1 day 3 hours 7 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Retrieval Augmented Generation (RAG)

14 ratings at Coursera

Learn to build a powerful RAG system using Pandas, SentenceTransformers, and LLMs. Hands-on project covers data import, embeddings creation, and integration with Qdrant for advanced AI applications.

• Coursera
• 5 hours 9 minutes
• On-Demand
• Paid Course

Understand Big O Notation in Python

Gain hands-on experience modeling algorithmic efficiency using Python and Big O notation, enabling you to quantify performance impacts and advocate for scale efficiency in data systems.

• Coursera
• 4 hours 30 minutes
• On-Demand
• Paid Course

GenAI Basics - How LLMs Work

11 ratings at Coursera

Explore the fundamentals of generative AI and large language models through an interactive demo, designed for non-technical audiences to grasp key concepts without software installation.

• Coursera
• 1 hour 51 minutes
• On-Demand
• Paid Course

Rust Secret Cipher CLI

Build a Rust CLI app to encrypt/decrypt text using Caesar cipher, learning CLI development, cryptography basics, and Rust programming fundamentals.

• Coursera
• 2 hours 19 minutes
• On-Demand
• Paid Course

Building a Bash Command-Line Tool

Learn to automate command-line tasks by building a customized bash script for generating reports. Master scripting basics, handle arguments, and create a reusable tool to boost productivity.

• Coursera
• 4 hours 48 minutes
• On-Demand
• Paid Course

Microcredential

Blockchain Applications Certificate

Apply blockchain technology to real-world business challenges as you learn from a top-10 ranked university in the United States.

• Coursera
• 12-16 weeks
• On-Demand
• Paid Course

Foundations of Local Large Language models

Gain hands-on experience with local Large Language Models, from setup to deployment, exploring tools, programming languages, and responsible AI practices.

• Coursera
• 23 hours 25 minutes
• On-Demand
• Free Online Course (Audit)

Beginning Llamafile for Local Large Language Models (LLMs)

Serve powerful language models as web APIs using llama.cpp. Learn to configure, customize, and interact with the server for text generation, tokenization, and embedding extraction tasks.

• Coursera
• 3 hours 41 minutes
• On-Demand
• Free Online Course (Audit)

Open Source LLMOps Solutions

Gain hands-on experience deploying open-source LLMs, from understanding fundamentals to fine-tuning models and building AI applications using a code-first approach.

• Coursera
• 1 day 11 hours 54 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Large Language Model Operations (LLMOps)

Master generative AI techniques, LLM management, and deployment across platforms. Gain hands-on experience in designing and scaling language models for diverse applications through immersive projects and real-world challenges.

• Coursera
• On-Demand
• Paid Course
• 4 courses

Interpretable Machine Learning

Explore interpretable machine learning techniques to develop transparent and trustworthy AI systems. Learn regression, decision trees, neural networks, and mechanistic interpretability for responsible AI in high-stakes domains.

• Coursera
• 13 hours 28 minutes
• On-Demand
• Free Online Course (Audit)

Developing Explainable AI (XAI)

Aprenda a desenvolver sistemas de IA explicáveis e confiáveis, dominando conceitos, técnicas e aplicações de XAI para criar soluções éticas e transparentes em domínios críticos.

• Coursera
• 8 hours 36 minutes
• On-Demand
• Free Online Course (Audit)