TranslatedFocused on big data learning and interviews, the road to becoming a big data god begins. Flink/Spark/Hadoop/Hbase/Hive...
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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
Go (Golang) Clean Architecture based on Reading Uncle Bob's Clean Architecture
A curated list of data engineering tools for software developers
AI,Opensource,Database,Business,Finance,Minds. git clone --depth 1 https://github.com/digoal/blog
- postgresql
- greenplum
- enterprisedb
- database
Readings in Databases
Toturials coming with the "data science roadmap" picture.
TranslatedOpen-source manuscript of 《深入理解 AI Infra：量化分析与系统设计》 (In-Depth Understanding of AI Infra: Quantitative Analysis and System Design), by 李博杰 (Li Bojie): starting from hardware constraints and model architecture, it quantitatively derives the system design of LLM inference and training. Includes the full text of the book, a PDF, and companion calculation tools and experiments
- accelerator
- ai-infra
- ai-infrastructure
- book
A list of command-line tools for manipulating structured text data
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
- python
- utilities
- cache
- data-structures
SwiftUI sample app using Clean Architecture. Examples of working with SwiftData persistence, networking, dependency injection, unit testing, and more.
- swiftui
- swift
- architecture
- clean-architecture
A course in reinforcement learning in the wild
- reinforcement-learning
- course-materials
- deep-learning
- deep-reinforcement-learning
A curated list of awesome R packages, frameworks and software.
Implements a deep pretty printer for Go data structures to aid in debugging
Book of Elementary Functional Algorithms and Data structures
- algorithms
- haskell
- functional-programming
180+ Algorithm & Data Structure Problems using C++
The repository host gives no description.
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
An Open-Source Collection of Flash Cards to Help You Preparing Your Algorithms & Data Structures and System Design Interviews 💯
- algorithms
- data-structures
- array
- bit-manipulation
common data analysis and machine learning tasks using python
- data-science
- python
- python-tutorial
- data-scientists