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With Continuous Deployment with GitOps and Kubernetes, you’ll step into the role of a platform engineer and set out to modernize your company’s infrastructure as you transition to a container ecosystem. Along the way, you’ll get hands on and learn how to:
You’ll write reusable manifests that can be applied to multiple clusters and see how proper GitOps structure streamlines management as your infrastructure scales. Plus, you’ll get the chance to use cutting-edge tools like Flux, Kustomize, and Flagger to shape the future of DevOps with your GitOps expertise! [Read more]
Open Source LLMs on Your Own Computer
Your school district needs you! In this series of liveProjects, you’ll assist them by developing a custom chatbot for teaching students chemistry based on Meta AI’s Llama large language model. To do this, you’ll utilize entirely open-source tools, including llama.cpp, WasmEdge, Git, Qdrant, Python, and Hugging Face. [Read more]
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Build a Custom Chatbot Using LangChain and ChatGPT
Deliver a chatbot capable of everything from troubleshooting tech issues to answering queries about product specifications. You’ll integrate GPT-3.5 into a chatbot to understand user questions and retrieve related embeddings, utilize ChromaDB to manage storage and retrieval, and then deploy the whole system via Streamlit. [Read more]
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Transformers and Explainable AI for Computer Vision
In this series of liveProjects, you’ll join up with four different computer vision companies to explore computer vision models powered by the latest deep learning architectures. Starting with a classifier to detect brain tumors, you'll move on to a segmentation algorithm, an object detection application, and implement explainability. [Read more]
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Four AI Algorithm Projects with Python
Learn how some of the most common AI algorithms work under the hood by using them to solve fun and engaging problems. You don’t need expert Python skills or lots of math knowledge to get started. [Read more]
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Rust and WebAssembly Microservices
Transition a monolithic architecture to microservices, leveraging Rust and WebAssembly (Wasm) applications securely running in portable WasmEdge runtime containers. Enhance existing services, integrate with order systems, and reduce complexity using Docker and Dapr. [Read more]
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Explore different machine learning (ML) and deep learning (DL) mathematical approaches—including Bayes' theorem, principal component analysis (PCA), cosine similarity, latent semantic analysis, and backpropagation—as you help Finative accomplish its goal of increasing its own sustainability. [Read more]
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Build a Fintech Platform in Rust
Future Finance Labs, a fintech scaleup company, wants to expand its customer base by offering a lightning-fast exchange platform for professional traders. As its star developer, you’ll use the Rust programming language to create a prototype of the exchange that will accommodate high-frequency trading and serve as the foundation for additional future financial products. [Read more]
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