Statistical Rethinking course and book package
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Code and Slides
Statistical Rethinking Course for Jan-Mar 2023
Repo for Yale Applied Empirical Methods PHD Course
Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)
- differential-equations
- scientific-machine-learning
- neural-networks
- numerical-methods
Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019
Course notes for CS228: Probabilistic Graphical Models.
🌸 Learn Japanese grammar with TypeScript
- japanese
- language-learning
- typescript
- computational-linguistics
Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE
Practical course about Large Language Models.
- chatbots
- hf
- huggingface
- langchain
D2X | Modern C++ Core Language Features - "A C++ tutorial project focused on practical"
- course
- cpp
- d2x
- exercises
DL course co-developed by YSDA, HSE and Skoltech
- deep-learning
- course
- course-materials
- theano
A comprehensive guide to understanding and implementing large language models with hands-on examples using LangChain for GenAI applications.
This course is designed to guide beginners through the exciting world of Edge AI, covering fundamental concepts, popular models, inference techniques, device-specific applications, model optimization, and the development of intelligent Edge AI agents.
We're going to take you step-by-step to build a modern, fully open-source, eCommerce web application using Python, Django, Bootstrap, Javascript, and more.
- python
- django
- django1-11
- python3-6
A collection of materials related to my certification videos
Open-source Platform for learning kubernetes and aws eks and preparation for for Certified Kubernetes exams (CKA ,CKS , CKAD, ICA)
- aws
- cka
- ckad
- cks
Course code & attachments for our "React Native - The Practical Guide" (https://acad.link/react-native) course.
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
In-depth tutorials on LLMs, RAGs and real-world AI agent applications (Personal learning hub)
Contains materials for my technical presentation exploring Linux malware tradecraft—from userland and fileless techniques to kernel rootkits, ftrace, eBPF, and defensive strategies.
Cyber Defence Monitoring Course Suite :: Suricata, Arkime (and others in the past)
- moloch
- suricata
- monitoring
- nsm
Learn what the Event Gateway is, how it works and build your first event-driven multi-cloud application!
- serverless
- serverless-framework
- event-gateway