Repository Index

:dolphin: A comprehensive tutorial on getting started with Docker!

• docker
• tutorials
• cloud-computing
• microservices

From the basics to slightly more interesting applications of Tensorflow

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

• neural-network
• image-classification
• machine-learning
• caffe

:computer: :mortar_board: Git-it is a (Mac, Win, Linux) Desktop App for Learning Git and GitHub

how to build modular applications with browserify

Full Stack Web Development with Flask.

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

• machine-learning
• deep-learning
• lstm
• human-activity-recognition

Quantitative analysis, strategies and backtests

• quantitative-finance
• quantitative-trading
• portfolio-management
• risk-management

Guidelines and training material to write secure smart contracts

Implementing a Neural Network from Scratch

One stop shop for getting started with the Vulkan API

• vulkan
• vulkan-guide
• khronos

Inspired by @veltman's command-line mystery, use SQL to research clues and find out whodunit!

Handout for the tutorial "Creating publication-quality figures with matplotlib"

The OWASP NodeGoat project provides an environment to learn how OWASP Top 10 security risks apply to web applications developed using Node.js and how to effectively address them.

• nodejs
• owasp-top-ten
• javascript
• docker

:computer: :mortar_board: Learn Git and GitHub. Try the new desktop version →

A 100-day challenge exploring IoT and embedded systems using ESP32, ESP8266, and Raspberry Pi Pico with MicroPython. Each day covers a new sensor or module with complete code, circuit diagram, and explanation.

• 100daysofcode
• cpp
• esp32
• esp8266

A functional frontend framework.

JavaScript SDK Design Guide extracted from work and personal experience

• javascript-sdk
• sdk
• javascript
• document

📗 How to write cross-platform Node.js code

• windows
• unix
• linux
• macos

TranslatedGuide to a high-value life, overseas edition: high-value study abroad. Scholarships for studying abroad, tuition-free study, full government scholarships, paid PhDs, and in Germany and Japan people pay you to learn a trade, with scholarships for the US, Canada and Australia in their own section. It's not you paying to study abroad, it's you getting paid to study abroad. 71 entries, citing only official sources. Follow the author: WeChat Channels (视频号) Becky在地球村 (Becky in the Global Village)

• australia
• canada
• chinese
• csc

Linux Binary Exploitation

• linux
• binaries
• exploitation
• stackoverflow

This repository is a getting started guide to Singer.

• etl
• etl-framework
• python
• singer

Avoid The One-off Problem, Infinite Loops, Statefulness and Hidden intent.

• tail-recursion
• loops
• higher-order-function
• fp