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100-numpy-exercises

A collection of 100 NumPy exercises (created by user rougier) that I completed at Byte Academy.

bbq-webdevs

brdx88.github.io

currency_converter

Trying to convert currency from IDR (Indonesian Rupiahs) to other currency and other currency to IDR.

cv_udacity_notebook

Udacity's Computer Vision Nanodegree Notebooks

cvnd_exercises

Exercise notebooks for CVND.

exploratory-data-analysis-bank

[Exploratory Data Analysis] The bank is an institution for us to do economic activities as customers. Many customers decide to quit and move to another bank for their own reasons. Are bank services a factor? Or an attractive promo or program that makes customers loyal?

fraudulent-transaction-detector

[Exploratory Data Analysis and Machine Learning Model] Transaction Fraud occurs when a stolen payment card or data is used to generate an unauthorized transaction. The move to real-time transactions is causing significant security challenges for banks, merchants, and issuers alike. Quicker transaction times increase the chances of fraudulent transactions going undetected.

hotel_booking_demand_eda

[Exploratory Data Analysis] One in four hotel guests are canceling their booking ahead of a stay - an increase being driven by the sales tactics of online travel agencies. The trend is causing problems for hoteliers who are unable to accurately forecast occupancy within their revenue management departments. Find out more.

how-to-learn-deep-learning

A top-down, practical guide to learn AI, Deep learning and Machine Learning.

jago_pdf_to_csv

jomato_the_zomato_clone

Trying to make a program like Zomato using their API. This program exactly ask you to find what kind of restaurant do you want in your desired location. Through this program, you can find daily menu in restaurant you want.

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

mapitwithpython

Presentation for North Bay Python

matplotlib-cheatsheet

Matplotlib 3.1 cheat sheet.

numpy_exercises

Numpy exercises.

optimize-p2p-profit

LendingClub (LC) is one of the biggest P2P Lending platforms in America. Investors made money from the interest on these loans, but LC made money by charging borrowers an origination fee and investors a service fee. But the truth about P2P lending activity is, investors still have risks. If investors don't get their return of interest, technically LC can't charge a service fee to investors, which means LC does not get money and profit from them.

pokedex

Pokedex is here! If you find some pokemon names and not sure what it looks like or its abilities, try to use this Pokedex. All data were scrapped using GET API method from http://pokeapi.co/

practice_pytorch

predicting-multiclass-of-mobile-price

predicting_customer_interest_in_vehicle_insurance

[Exploratory Data Analysis and Machine Learning Model] An insurance policy is an arrangement by which a company undertakes to provide a guarantee of compensation for specified loss, damage, illness, or death in return for the payment of a specified premium. A premium is a sum of money that the customer needs to pay regularly to an insurance company for this guarantee. Just like medical insurance, there is vehicle insurance where every year customer needs to pay a premium of certain amount to insurance provider company so that in case of unfortunate accident by the vehicle, the insurance provider company will provide a compensation (called ‘sum assured’) to the customer.

predicting_house_for_the_best_investment

[Exploratory Data Analysis and Machine Learning Model] Home is a primary basic need, everyone needs a house for shelter every day. Many people want to start investing but don't know where to invest. Property is one of them. But the question is, what kind of house is roughly compatible with the money owned by investors? Is asking a property agent a solution? Truth be told, real estate agents will only convince you to buy their wares. Not convincing you to invest. When it comes to investing, you need to know what specifications the market will be interested in. You don't buy just to be deposited, do you?

projects

My compilation of data science project. From using default python libraries to using third-party.

review-employee-satisfaction

[Exploratory Data Analysis and Machine Learning Model] Employment is a relationship between two parties, usually based on contract where work is paid for, where one party, which may be a corporation, for profit, not-for-profit organization, co-operative or other entity is the employer and the other is the employee. Company performance is determined based on employee performance. If most of the employees have poor performance, it can be said that the company's performance is also not good. Therefore, the quality of employees needs to be considered. One indicator of seeing the quality of employees is by knowing employee satisfaction while working at the company.

shopee-payment-matching

At Shopee, bank transfer is a payment method in most countries. When a buyer chooses to place an order using bank transfer, he/she is supposed to make the transfer within 2 days after he/she places the order.

spinner

Soal Ujian Python Data Science Fundamental no. 2

steak-mysql

work hard beats talent.

timeconverter

Soal Ujian Python Data Science Fundamental no. 1

trial_deploy_model

trying to deploy a Machine Learning model and the API code can be accessed across from any machine.

urairajut

Soal Ujian Python Data Science Fundamental no. 3