Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
- numpy
- python
- linear-algebra
- data-science
Repository Index
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Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
- sagemaker
- aws
- reinforcement-learning
- machine-learning
A collection of handy Bash One-Liners and terminal tricks for data processing and Linux system maintenance.
- oneliner-commands
- bash
- data-processing
- linux-administration
Open Machine Learning Course
YSDA course in Natural Language Processing
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`
- data-science
- machine-learning-production
- mlops
Curso para aprender los fundamentos del lenguaje SQL y bases de datos relacionales desde cero y para principiantes.
- basesdedatos
- database
- mysql
- postgresql
TranslatedFocused on big data learning and interviews, the road to becoming a big data god begins. Flink/Spark/Hadoop/Hbase/Hive...
Writing a sqlite clone from scratch in C
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
- deep-learning
- mit
- self-driving-cars
- deep-reinforcement-learning
TranslatedA comprehensive summary of computer fundamentals interview questions (computer networks / operating systems / databases / Git...), including detailed follow-up questions and answers; everything is in the form of [question + follow-up + answer], ready to use right away and aimed directly at interviews at major internet companies; can be used for mock interviews, review before interviews, and preparing quickly for interviews in a short time...
- interview
- computer-science
- computer-network
- operating-system
Techniques for deep learning with satellite & aerial imagery
- deep-learning
- deep-neural-networks
- satellite-imagery
- pytorch
Data science interview questions and answers
- data-science
- machine-learning
- interview-questions
- data-science-interviews
List of "only yours" cloud services for everyday needs :black_flag:
- list
- open-source
- self-hosted
- awesome-list
Go (Golang) Clean Architecture based on Reading Uncle Bob's Clean Architecture
Hackintosh long-term maintenance model EFI and installation tutorial
- hackintosh
- macos
- efi
- clover
TranslatedCovers the core concepts and key features of the Spring framework, including the use of the Inversion of Control (IOC) container, the principles and practice of Aspect-Oriented Programming (AOP), the approaches and implementation of transaction management, the flow of Spring MVC and how controllers work, as well as in-depth study of data access, security, Boot auto-configuration and other areas in Spring. In addition, it includes the application of the Spring event mechanism, advanced topics such as cache abstraction and reactive programming, and an in-depth exploration of the programming style and design patterns of the Spring source code.
- java
- spring
- spring-boot
- spring-cloud
code for Data Science From Scratch book
Google Cloud Knowledge Catalog Tools and Samples
TranslatedCollection of awesome Java project on Github
:octocat: Machine Learning for Cyber Security
- machine-learning
- cyber-security
- data-mining
- awesome-list
Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!
- outlier-detection
- anomaly-detection
- outlier
- outlier-ensembles
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
- deep-learning
- forecasting
- machine-learning
- classification
TranslatedAI Agent learning roadmap and resource library collection