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Tutorials, training, courses, and educational resources 2113 public listings.

• Exploring VR Headsets and Web Browsers (codecademy.com)
  Learn how VR headsets and web browsers enable immersive experiences with WebXR. Discover how to take a VR course using a headset or a compu…
• How to get started in cloud computing (developers.googleblog.com)
  Validated cloud skills are in demand. With Google Cloud certifications, employers know that certified individuals have proven knowledge of…
• Big Data Storage and Computing (codecademy.com)
  Learn about the challenges of storing and analyzing big data
• Register now for Firebase Summit 2022! (developers.googleblog.com)
  One of the best things about Firebase is our community, so after three long years, we’re thrilled to announce that our seventh annual Fireb…
• All about the Secure Software Development Lifecycle (SSDLC) (codecademy.com)
  Learn how to secure applications using the Secure Development Lifecycle (SDLC). Explore key phases, cloud security strategies, and DevSecOp…
• Google Opal: Google’s No-Code Tool for Building AI Apps (codecademy.com)
  Learn how to use Google Opal to build AI-powered applications without coding through this step-by-step tutorial.
• How to use the App Engine Users service (Module 20) (developers.googleblog.com)
  The Serverless Migration Station video series and corresponding codelabs aim to help App Engine developers modernize their apps, whether it…
• Elasticsearch Relevance Engine™ - Build advanced relevance with semantic search for AI applications (elastic.co)
  The Elasticsearch Relevance Engine™ is a tailor-made suite of tools for developers who want to build AI search applications.
• The First Certificate in Deep Learning (fast.ai)
  Making neural nets uncool again
• ChatGPT Prompt Engineering for Developers (deeplearning.ai)
  Learn the fundamentals of prompt engineering for ChatGPT. Learn effective prompting, and how to use LLMs for summarizing, inferring, transf…
• Building Systems with the ChatGPT API (deeplearning.ai)
  Learn to break down complex tasks, automate workflows, chain LLM calls, and get better outputs from LLMs. Evaluate LLM inputs and outputs f…
• How Diffusion Models Work (deeplearning.ai)
  Learn and build diffusion models from the ground up, understanding each step. Learn about diffusion models in use today and implement algor…
• Student Project: Blogue (learn.mongodb.com)
  Blogue is a writing platform where all writers/non-writers are welcome. Its back end is Node.js and the front end is Next.js and React.js.…
• LangChain for LLM Application Development (deeplearning.ai)
  Use the powerful and extensible LangChain framework, using prompts, parsing, memory, chains, question answering, and agents.
• Comparing NLP Techniques for Scalable Search (learn.mongodb.com)
  This student project compares four popular natural language processing (NPL) techniques to find the most optimal solution for retrieving th…
• LangChain Chat with Your Data (deeplearning.ai)
  Create a chatbot with LangChain to interface with your private data and documents. Learn from LangChain creator, Harrison Chase.
• Building Generative AI Applications with Gradio (deeplearning.ai)
  Create and demo machine learning applications quickly. Share your app with teammates and beta testers on Hugging Face Spaces.
• Evaluating and Debugging Generative AI (deeplearning.ai)
  Learn MLOps tools for managing, versioning, debugging, and experimenting in your ML workflow.
• Student Project: Build an AI Plant Doctor App with Streamlit, PyTorch, and MongoDB Atlas (learn.mongodb.com)
  Dr. Plant is an AI-powered web app built to help farmers and gardeners identify plant illnesses and get treatment recommendations.
• A Spotify Song and Playlist Recommendation Engine (learn.mongodb.com)
  Python code example application for Spotify playlist and song recommendations using spark and tensorflow
• Large Language Models with Semantic Search (deeplearning.ai)
  Learn to use LLMs to enhance search and summarize results, using Cohere Rerank and embeddings for dense retrieval.
• Student Project: App for Dog Care Providers (learn.mongodb.com)
  This project aims to develop a database for dog care providers and demonstrate how this data can be manipulated in MongoDB.
• Finetuning Large Language Models (deeplearning.ai)
  Discover when to use finetuning vs prompting for LLMs. Select suitable open-source models, prepare data, and train & evaluate for your spec…
• Student Project: Final Space API (learn.mongodb.com)
  Final Space API is a public RESTful API based on the animated television show Final Space.
• TwinShield: How We Built a Living Fraud Detection System with Digital Twins and MongoDB (learn.mongodb.com)
  TwinShield is a dynamic fraud detection platform that uses digital twin technology and real-time data management to continuously monitor, d…
• Student Project: Trends Analyser (learn.mongodb.com)
  This student project analyzes hashtags on Twitter change over time using the Twitter API to fetch realtime trends data and MongoDB to store…
• Building ASSISTLY: Integrating MongoDB into an AI Community Care Platform (learn.mongodb.com)
  ASSISTLY is an ambitious project designed to bridge the gap between individuals seeking support and the resources available within their co…
• How Business Thinkers Can Start Building AI Plugins With Semantic Kernel (deeplearning.ai)
  Learn Microsoft's open source orchestrator, Semantic Kernel and use LLM building blocks such as memory, connectors, chains and planners in…
• GeoSmart: Citizen-Driven Waste Issue Reporting Using Visual and Location Intelligence with Route (learn.mongodb.com)
  GEOSMART is a Full Stack Smart Waste Management Platform that transforms traditional municipal complaint systems into an AI-powered intelli…
• Student Project: myLeG (learn.mongodb.com)
  This student project displays up-to-date class schedule information in a more readable format.
• Building Smart Fairness Analyzer: An AI-Powered Bias Detection App with MongoDB & NLP (learn.mongodb.com)
  Smart Fairness Analyzer is a platform that audits AI responses for bias, highlights the exact biased words, and stores the full audit trail…
• Student Project: Go-FIFA (learn.mongodb.com)
  GoFifa is a PHP-MongoDB based Football Stats Client
• Understanding and Applying Text Embeddings (deeplearning.ai)
  Learn how to accelerate the application development process with text embeddings for sentence and paragraph meaning.
• Pair Programming with a Large Language Model (deeplearning.ai)
  Learn how to prompt an LLM to help improve, debug, understand, and document your code. Use LLMs to simplify your code and enhance productiv…
• Student Project: EnSat (learn.mongodb.com)
  EnSat is a miniature version of an Environmental Satellite which helps to record and analyze the environmental parameters such as altitude,…
• Student Project: Chember (learn.mongodb.com)
  This sample app was created for basketball lovers who want to connect with streetball communities around them.
• Functions, Tools and Agents with LangChain (deeplearning.ai)
  Learn about the latest advancements in LLM APIs and use LangChain Expression Language (LCEL) to compose and customize chains and agents.
• How We Use Django and MongoDB in Energy AI – A Unified Python Web App for Adaptive Conversational AI (learn.mongodb.com)
  Energy AI is a Django-served Python web application backed by MongoDB for application persistence.
• Vector Databases: from Embeddings to Applications (deeplearning.ai)
  Design and execute real-world applications of vector databases. Build efficient, practical applications, including hybrid and multilingual…
• Quality and Safety for LLM Applications (deeplearning.ai)
  Learn how to evaluate the safety and security of your LLM applications and protect against risks. Monitor and enhance security measures to…
• Building and Evaluating Advanced RAG (deeplearning.ai)
  Learn advanced RAG retrieval methods like sentence-window and auto-merging that outperform baselines, and evaluate and iterate on your pipe…
• Reinforcement Learning From Human Feedback (deeplearning.ai)
  Get an introduction to tuning and evaluating LLMs using Reinforcement Learning from Human Feedback (RLHF) and fine-tune the Llama 2 model.
• MongoDB Associate Developer Certification: A Complete Preparation Guide (learn.mongodb.com)
  This is a student-created study guide for the MongoDB Associate Developer Certification, covering core concepts like documents, CRUD operat…
• Advanced Retrieval for AI with Chroma (deeplearning.ai)
  Learn advanced retrieval techniques to improve the relevancy of retrieved results. Learn to recognize poor query results and use LLMs to im…
• Automated Testing for LLMOps (deeplearning.ai)
  Learn how to create an automated CI pipeline to evaluate your LLM applications on every change, for faster and safer development.
• Building Applications with Vector Databases (deeplearning.ai)
  Learn to build six applications powered by vector databases, including semantic search, retrieval augmented generation (RAG), and anomaly d…
• Choosing the Right Atlas Backup Policy (learn.mongodb.com)
  Data is the core currency in today’s digital economy. Yet, according to industry research, 43% of companies that experience major data loss…
• Student Project: EHRS-Peru (learn.mongodb.com)
  This is a theoretical Electronic Health Record system (EHR-S) in Peru, which uses a MongoDB cluster to store clinical information.
• Prompt Engineering with Llama 2&3 (deeplearning.ai)
  Learn best practices for prompting and selecting among Meta Llama 2 & 3 models. Interact with Meta Llama 2 Chat, Code Llama, and Llama Guar…
• Open Source Models with Hugging Face (deeplearning.ai)
  Learn how to easily build AI applications using open-source models and Hugging Face tools. Find and filter open-source models on Hugging Fa…