shengchen12,github

10-steps-to-become-a-data-scientist

📢 Ready to learn! you will learn 10 skills as data scientist:📚 Machine Learning, Deep Learning, Data Cleaning, EDA, Learn Python, Learn python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.

100-days-of-ml-code

100 Days of ML Coding

a-b-testing

A France-based users company have a much higher conversion rate in Franch then in any other Frenchspeaking country. The solution was to have one translation written by a local, aiming to improve the conversion rate However, based on the test the localized translation was doing worse

adf-test-in-python

ADF test in python to check the stationarity for a particular data set

ads

Ads Analysis

ads-analysis

Recommendation system: Identify top 5 ad campaigns out of 40 in the dataset. Provide recommendations to improve the performance

airbnb

Project analyzing Airbnb Rental data

atd-dockless-api

A dockless mobility data API built with Python/Sanic

beyond-leetcode-sql

Analysis of SQL Leetcode and classic interview questions. Common pitfalls, anti-patterns and handy tricks are discussed. Sample databases are provided.

competitive-data-science

Materials for "How to Win a Data Science Competition: Learn from Top Kagglers" course

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

conversionratedescriptiveandpredictiveanalysis

coursera-applied-data-science-with-python

Repo for coursera specialization Applied Data Science with Python by University of Michigan

cs-notes

:books: 技术面试必备基础知识、Leetcode 题解、后端面试、Java 面试、春招、秋招、操作系统、计算机网络、系统设计

data-challenge

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

e-commerce-conversion-funnel-analysis

Aim of the Assignment The aim of this assignment is to analyze the users and page views dataset from an eCommerce company and provide recommendations to the product team to boost the sales. This project also aims to find out if there are any issues with the dataset used for the assessment.