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-statistical-modeling-for-data-science-applications

Statistical modeling lies at the heart of data science. Well crafted statistical models allow data scientists to draw conclusions about the world from the limited information present in their data. In this three credit sequence, learners will add some intermediate and advanced statistical modeling techniques to their data science toolkit. In particular, learners will become proficient in the theory and application of linear regression analysis; ANOVA and experimental design; and generalized linear and additive models. Emphasis will be placed on analyzing real data using the R programming language.

100-days-of-ml-code

100 Days of ML Coding

100-days-of-ml-code-1

100-Days-Of-ML-Code中文版

adav_assignment1

ai-for-beginners

12 Weeks, 24 Lessons, AI for All!

algo

数据结构和算法必知必会的50个代码实现

algorithmsbypython

算法/数据结构/Python/剑指offer/机器学习/leetcode

apptomap

Tutorials on how to collect Twitter data and display them on a map!

awesome-python-applications

💿 Free software that works great, and also happens to be open-source Python.

awesome-python-cn

Python资源大全中文版，包括：Web框架、网络爬虫、模板引擎、数据库、数据可视化、图片处理等，由「开源前哨」和「Python开发者」微信公号团队维护更新。

bootswatch

Themes for Bootstrap

c9-python-getting-started

Sample code for Channel 9 Python for Beginners course

cl1f19umd

Computational Linguistics 1, Fall 2019, University of Maryland

cltl_ba-text-mining

Hands-on material for the course text-mining BA, taught at VU Amsterdam

cltl_ma-hlt-labs

Human Language Technology Notebooks for Lab sessions, Master Students

cltl_ma-language-as-data-labs

This Github provides the Jupyter notebooks for the Lab sessions of the VU Language-As-Data course.

cltl_ma-ml4nlp-labs

This repository provides notebooks and scripts for the course 'Machine Learning in NLP' at VU Amsterdam.

cltl_python-for-text-analysis

If you want to use Python for text analysis, this course is for you!

compromise

modest natural-language processing

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

conf

Slides from various conferences

coursera-algorithmic-toolbox

This repository contains all the solutions for the assignments of the course - Algorithmic Toolbox offered on Coursera.

coursera-inferential_statistics_with_r

This repository contains activities and lectures notes from the Coursera Inferential Statistics course, which is part of the Statistics with R specialization.

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

coursera_machine_learning_exercises

Machine Learning by Andrew Ng from Coursera

crash-course-computer-science-chinese

:computer: 计算机速成课 | Crash Course 字幕组 (全40集 2018-5-1 精校完成)

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

cs-xmind-note

计算机专业课（408）思维导图和笔记：计算机组成原理（第五版 王爱英），数据结构（王道），计算机网络（第七版 谢希仁），操作系统（第四版 汤小丹）

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。

data-science-for-beginners

10 Weeks, 20 Lessons, Data Science for All!