victorlifan Goto Github PK

followers: 7.0 following: 7.0 repos: 52.0 gists: 0.0

Name: Fan

Type: User

Company: Capgemini

Bio: 0.61803398874989484820458683436565

Location: San Francisco

Blog: https://www.linkedin.com/in/victorlifan

Hey there, I'm Fan, a machine learning engineer and data scientist 🕺

from datascience.datascientist import Fan

...

class Bio(metaclass=Meta):
    name        : str = "Fan Li"
    designation : str = "Data Scientist"
    base        : str = "San Francisco, CA"
    website     : str = "https://victorlifan.wixsite.com/victorlifan"
    company     : str = "Capgemini"

class Stack(metaclass=Meta):
    languages   : Tuple[str, ...] = ("Python", "SQL", "HTML", "Bash")
    databases   : Tuple[str, ...] = ("MySQL", "PostgreSQL", "Oracle", "MongoDB")
    misc        : Tuple[str, ...] = ("AWS", "Spark", "Docker")
    ongoing     : Tuple[str, ...] = ("Reinforcement Learning")

class Social(metaclass=Meta):
    linkedin    : str = "victorlifan"
    twitter     : str = "fanli54296660"
    wechat      : str = "victorlifan"

💻 Some stats 💻

Fan 's Projects

2021-msds691-example

USF MSDS691 (Relational Databases) Class Examples

2021-msds694-example

University of San Francisco, Distributed Computing Class

aind2-cnn

AIND Term 2 -- Lesson on Convolutional Neural Networks

bikeshare_data_analysis

Using python and pandas to build an interactive data analysis program upon bikeshare among three cities.

ci_and_hypothesis_testing

Confident Interval and Hypothesis Testing using Python

covid-19_data_analyzation_and_prediction

briefly analyze the COVID-19 outbreak in the United States with some comparison against China (worst hit area) along with a rough prediction of the spreading trend.

data_scraping_wrangling_ex

ipynb exercise files to scrap and clean data

deep-learning-data-institute

Repo for the course "Fundamentals of Deep Learning with Pytorch"

disaster-response-pipelines

a project to implement ETL, NLP and ML pipeline all together

dsnd_term1

Contains files related to content and project of DSND

dsnd_term2

Contains files related to content and project of DSND Term 2

e-commerce-website-a-b-test

a project to analyse A/B test result run by an e-commerce website

finding-donors-for-charity-supervised-ml-project-

classification ML project

flowise

Drag & drop UI to build your customized LLM flow

global-weather-trend-project

analyzed local and global temperature data and compare the temperature trends to overall global temperature trends.

identify_customer_segments-unsupervised-learning-project-

look at relationships between demographics features, organize the population into clusters, and see how prevalent customers are in each of the segments obtained.

The Movie Database (TMDb) contains information about 10,000 movies collected from TMDb, including over 20 indicators. This document will go through each step from data wrangling, statistical analyse, data visualize to draw conclusions.