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2daycourse

2 day short course.

algorithm-and-risk-management

风控、大数据、算法。

anomalydetection

Anomaly Detection with R

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

basic-mathematics-for-machine-learning

The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI

bayesian-approach-predicting-well-production

Predicting oil production from horizontal wells using Bayesian hierarchical linear-regression

bayesian-modelling-in-python

A python tutorial on bayesian modeling techniques (PYMC3)

book-reviews

courses

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

dash

Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.

dash-by-plotly

Interactive data analytics

data-science-from-scratch

code for Data Science From Scratch book

data-science-in-two-minutes

Quick descriptions and answers of common data science tasks and questions

data-science-question-answer

A repo for data science related questions and answers

deep-portfolio-management

Source code for the blog post on the evolution of the asset allocation methods

dynamic_speed_optimization

Modeling ship performance curves to reduce fuel consumption

easy-tensorflow

Simple and comprehensive tutorials in TensorFlow

faro

An SQL-focused data analysis library for Python.

fastai

The fastai deep learning library, plus lessons and tutorials

from-0-to-research-scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

geostatspy

Reimplementation of GSLIB, Spatial Data Analytics and Geostatistics in a Python package.

git-tips

:trollface:Git的奇技淫巧

grokkingcodeinterview

Educative.io/Grokking the Coding Interview: Patterns for Coding Questions

hands-on-machine-learning

Contains Jupyter Notebooks/Resources provided by the author and my work on problem sets.

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hangman

Simple Python implementation of Hangman

intro_to_data_science_2017

This repo host the materials for the joblogic-x data science class 2017

learn-pandas

Tutorials on how to use pandas effectively to do data analysis