Pinned Repositories
A-Network-Analysis-of-Game-of-Thrones
Analyze the network of characters in Game of Thrones and how it changes over the course of the books.
A-New-Era-of-Data-Analysis-in-Baseball
Use MLB's Statcast data to compare New York Yankees sluggers Aaron Judge and Giancarlo Stanton.
Analyze-International-Debt-Statistics
SQL queries to answer interesting questions about international debt using data from The World Bank.
Bad-passwords-and-the-NIST-guidelines
Check what passwords fail to conform to the National Institute of Standards and Technology password guidelines.
Book-Recommendations-from-Charles-Darwin
Build a book recommendation system using NLP and the text of books like "On the Origin of Species."
Building-a-fake-news-classifier
I this project, we will apply the basics of NLP (Natural Language Processing) along with some supervised machine learning to build a "fake news" detector.
Classify-Song-Genres-from-Audio-Data
Rock or rap? Apply machine learning methods in Python to classify songs into genres.
DIce-Roll-in-Empire-State-Building
Statistics to calculate the chances of winning a bet.
Dr.-Semmelweis-and-the-Discovery-of-Handwashing
Reanalyse the data behind one of the most important discoveries of modern medicine: handwashing.
Exploring-67-years-of-LEGO
Explore a database of every LEGO set ever built.
fikriakbar-chng's Repositories
fikriakbar-chng/Bad-passwords-and-the-NIST-guidelines
Check what passwords fail to conform to the National Institute of Standards and Technology password guidelines.
fikriakbar-chng/A-Network-Analysis-of-Game-of-Thrones
Analyze the network of characters in Game of Thrones and how it changes over the course of the books.
fikriakbar-chng/A-New-Era-of-Data-Analysis-in-Baseball
Use MLB's Statcast data to compare New York Yankees sluggers Aaron Judge and Giancarlo Stanton.
fikriakbar-chng/Analyze-International-Debt-Statistics
SQL queries to answer interesting questions about international debt using data from The World Bank.
fikriakbar-chng/Book-Recommendations-from-Charles-Darwin
Build a book recommendation system using NLP and the text of books like "On the Origin of Species."
fikriakbar-chng/Building-a-fake-news-classifier
I this project, we will apply the basics of NLP (Natural Language Processing) along with some supervised machine learning to build a "fake news" detector.
fikriakbar-chng/Classify-Song-Genres-from-Audio-Data
Rock or rap? Apply machine learning methods in Python to classify songs into genres.
fikriakbar-chng/Dr.-Semmelweis-and-the-Discovery-of-Handwashing
Reanalyse the data behind one of the most important discoveries of modern medicine: handwashing.
fikriakbar-chng/Exploring-67-years-of-LEGO
Explore a database of every LEGO set ever built.
fikriakbar-chng/Exploring-the-Bitcoin-Cryptocurrency-Market
Explore the market capitalization of Bitcoin and other cryptocurrencies.
fikriakbar-chng/Exploring-the-Evolution-of-Linux
The evolution of the Linux operating system by exploring its version control system.
fikriakbar-chng/Extract-Stock-Sentiment-from-News-Headlines
Scrape news headlines for FB and TSLA then apply sentiment analysis to generate investment insight.
fikriakbar-chng/Find-Movie-Similarity-from-Plot-Summaries
Use NLP and clustering on movie plot summaries from IMDb and Wikipedia to quantify movie similarity.
fikriakbar-chng/Mobile-Games-A-B-Testing-with-Cookie-Cats
Analyze an A/B test from the popular mobile puzzle game, Cookie Cats.
fikriakbar-chng/Naive-Bees-Predict-Species-from-Images
Build a model that can automatically detect honey bees and bumble bees in images.
fikriakbar-chng/Naive-Bees_-Deep-Learning-with-Images
Build a deep learning model that can automatically detect honey bees and bumble bees in images.
fikriakbar-chng/Naive-Bees_-Image-Loading-and-Processing
Load, transform, and understand images of honey bees and bumble bees in Python.
fikriakbar-chng/Name-Game_-Gender-Prediction-using-Sound
Analyze the gender distribution of children's book writers and use sound to match names to gender.
fikriakbar-chng/News-Data-Categorization
Using BeautifulSoup to crawling web page and building machine learning to classifying it with Scikit Learn.
fikriakbar-chng/Predicting-Credit-Card-Approvals
Build a machine learning model to predict if a credit card application will get approved.
fikriakbar-chng/Recreating-John-Snows-Ghost-Map
Recreate John Snow's famous map of the 1854 cholera outbreak in London.
fikriakbar-chng/The-Android-App-Market-on-Google-Play
Load, clean, and visualize scraped Google Play Store data to understand the Android app market.
fikriakbar-chng/The-GitHub-History-of-the-Scala-Language
Find the true Scala experts by exploring its development history in Git and GitHub.
fikriakbar-chng/The-Hottest-Topics-in-Machine-Learning
Natural Language Processing on NIPS papers to uncover the trendiest topics in machine learning research.
fikriakbar-chng/TV-Halftime-Shows-and-the-Big-Game
Load, clean, and explore Super Bowl data in the age of soaring ad costs and flashy halftime shows.
fikriakbar-chng/Twitter-Data-Clustering
Using Tweepy to crawling twitter data. Clustering it using K-Means
fikriakbar-chng/Up-and-Down-With-the-Kardashians
Google Trends data to find the most famous Kardashian/Jenner sister
fikriakbar-chng/Which-Debts-Are-Worth-the-Bank-s-Effort_
Play bank data scientist and use regression discontinuity to see which debts are worth collecting.
fikriakbar-chng/Who-Is-Drunk-and-When-in-Ames
pandas on breath alcohol test data from Ames, Iowa, USA.
fikriakbar-chng/Word-Frequency-in-Moby-Dick
Use web scraping and NLP to find the most frequent words in Herman Melville's novel, Moby Dick.