Pinned Repositories
CV-Analyzer
Analyzing CV/Resume of employees using NLP for project distribution based on skills and experience.
Data-Science--Cheat-Sheet
Cheat Sheets
Data-Science-Hacks
Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.
Data-Visualization-with-Python
Several Examples of Data visualization with Python
NLP-with-Python
Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more
py4e
Web site for www.py4e.com and source to the Python 3.0 textbook
Python-for-Everybody-PY4E-exercise
exercise
ResumeFilter
Extracting relevant information from resume using deep learning.
twitterscraper
Scrape Twitter for Tweets
LeventBINGOL's Repositories
LeventBINGOL/Data-Science--Cheat-Sheet
Cheat Sheets
LeventBINGOL/Data-Science-Hacks
Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.
LeventBINGOL/NLP-with-Python
Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more
LeventBINGOL/py4e
Web site for www.py4e.com and source to the Python 3.0 textbook
LeventBINGOL/twitterscraper
Scrape Twitter for Tweets
LeventBINGOL/Automated-Job-Resume-Matching-Solution
According to a 2015 study on job seeking behavior by Pew Research Center, 79% of the job seekers utilized the online resources for their most recent employment (Aaron ,2015). This study result suggests that the online job boards become the major channel for job seekers in the digital era. However, another finding in the study indicates that most of the job seekers fail to match their experiences with the job requirements and spend hours on job board to apply job which is not seen to be suitable (Aaron, 2015). Additionally, Dr. John Sullivan conducted a similar research in 2013 which highlighted some interesting aspects: on average, 250 resumes are received for each job opening by the major organizations, more than 50% of the resumes does not meet the minimum requirement (John, 2013). This means the time our recruiter spends on these 50% of the resumes for each job is wasted. From both candidate and recruiter’s points of view, the phenomenon may suggest that the traditional online job board does not seem to simplify the job application process or reduce the effort required from both parties. With this challenge getting bigger and bigger, the demand to automate the resume - job matching process is getting increased as well. For instance, the content - based recommendation system (CBR) is introduced to analyze the job description to identify the potential area of interest to the job seekers (Shiqiang et al., 2016). To apply the concept in Singapore local context, our team has conducted a text mining project based on the data acquired from the major online job board in Singapore. The primary objective of this project is to create a machine learning model to accelerate the job - resume matching process. The detail of the text mining methodology and results are presented in the following sections.
LeventBINGOL/awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
LeventBINGOL/bert
TensorFlow code and pre-trained models for BERT
LeventBINGOL/Bokeh-Python-Visualization
A Bokeh project developed for learning and teaching Bokeh interactive plotting!
LeventBINGOL/coursera-html-2
LeventBINGOL/COVID-19
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
LeventBINGOL/CV-compare
Use **AI** to Compare the CV to the job description to beat the ATS (Applicant tracking systems) in order to higher your chances to get the job
LeventBINGOL/Data-Analysis-with-Python
Data Analysis with Python. Data Wrangling, Exploratory Analysis, Model Development, Model Evaluation, Refinement.
LeventBINGOL/ds-hr-helper
Web scraper & HR resume analytics in simple Python script.
LeventBINGOL/Face-Recognition
Face Recognition from Newspapers(image format)
LeventBINGOL/flask
The Python micro framework for building web applications.
LeventBINGOL/HTML-JavaScript
gitpages trials
LeventBINGOL/Machine-Learning-with-Python
12 Machine Learning Algorithm and a final project with Python
LeventBINGOL/Machine-Learning-with-Python-1
Python code for common Machine Learning Algorithms
LeventBINGOL/pbpython
Code, Notebooks and Examples from Practical Business Python
LeventBINGOL/pydse
Python package for dynamic system estimation of time series
LeventBINGOL/Python-for-Data-Analysis
Python for Data Science (Fake Cover Game)
LeventBINGOL/resume-categorizer
resume categorizing tool
LeventBINGOL/Resume-Rater
Rates the quality of a candidate based on his/her resume using unsupervised approaches
LeventBINGOL/resumeanalyzer
A beta-version of a resume analyzer based on an overfit LDA model
LeventBINGOL/Semantic-Search-for-Sustainable-Development
Semantic Search for Sustainable Development is experimental code for searching documents for text that "semantically" corresponds to any of the UN's Sustainable development goals/targets. For example, it can be used to mine the national development plan documents of a country and identify pieces of text that correspond to any of the SDGs in order to verify alignment of the plan with the SDGs.
LeventBINGOL/Statistics-with-Python
LeventBINGOL/text_similarity
Text Similarity
LeventBINGOL/trial1
LeventBINGOL/UDEMY-2020-Web-Development
My works related with the web development course