Introduction to Statistics using Python
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The ESP32-S3 bench guide as a React app: live pinout, lessons with interactive simulators, a code reader for the esp-labs firmware, and the bench log. In 11 languages.
Don't memorize ML. Understand it from first principles including Inference, Cuda, Deep Learning, Data Science and Reinforcement Learning
- cli
- deep-learning
- education
- from-scratch
TranslatedChinese tutorial for Stanford CS329Z Engineering AI Agents: an AI agent course for Python developers, with 19 lectures and 4 hands-on practices, covering LLMs, RAG, tool calling, memory, multi-agent systems, evaluation, and safety. Full Markdown, online and offline HTML. Chinese course notes.
- agent-memory
- agentic-ai
- ai-agents
- chinese
Slides, scripts and materials for the Machine Learning in Finance Course at NYU Tandon, 2022
- coursework
- fraud-detection
- introduction-to-machine-learning
- machine-learning
open source software construction course
Presentation materials presented at C++Now 2014
Presentations from H2O meetups & conferences by the H2O.ai team
- h2o
- presentations
- meetups
- h2oai
PL-900 Introduction to Microsoft Power Platform
EventStorming workshop, this is a hands-on workshop. Contains such topics: DDD, Event storming, Specification by example. Including the AWS product : Serverless Lambda , DynamoDB, Fargate, CloudWatch.
- aws
- eventstorming
- ddd
- serverless
Urban Informatics and Visualization (UC Berkeley CP255)
Teaching materials for a future Foundation of Embodied AI course, with Chinese and English tutorials on robot dynamics, Isaac Sim, Isaac Lab, MuJoCo, robot learning, ROS 2, camera calibration, PPO, SAC, Flow Matching, GR00T, and SONIC.
Materials for GWU DNSC 6279 and DNSC 6290.
- data-science
- data-mining
- data-visualization
- machine-learning
Computational economics in Python
In-depth tutorials on LLMs, RAGs and real-world AI agent applications (Personal learning hub)
Software Foundations
Simulador de Azure para aprender DevOps sin cuenta ni costes: portal, Cloud Shell, Azure DevOps y una academia de 13 niveles con 47 laboratorios que se validan solos.
(THIS IS THE PUBLIC VERSION) Muse-by-Meta usage audit companion designed for those who want to understand Muse’s actions during a multi-step task without pretending to have telemetry they can’t actually access.Check out Muse, your personal AI agent. Code: 5F2V31 https://muse.ai/join
- meta
- metaai
- metaai-api
- metaai-download
Introduction to Deep Learning
Contains materials for my technical presentation exploring Linux malware tradecraft—from userland and fileless techniques to kernel rootkits, ftrace, eBPF, and defensive strategies.
A repo for a Program and Data Representation university-level course
Learning the functional paradigm with js
The repository host gives no description.
introduction à Craft CMS / introduction to Craft CMS