My Own Projects


Explore below projects developed by me combining data science and different areas in business.

portfolio

My Profile

Project: Website
Category: Web Development
Purpose: Demonestrating my overall experience

webscraping

Web Scraping

Project: Web scraping using Pyhton
Category: Web Scraping
Purpose: Web scraping crude oil sample stocks from Yahoo Finance

webscraping

Web Scraping

Project: Web scraping and plotting
Category: Web Scraping
Purpose: Web scraping crude oil trends from MacroTrends

databases

Working with Databases

Project: Reading from a cloud Db2
Category: Databases
Purpose: Reading data from a cloud database (Python/Db2)

databases

Working with Databases

Project: Reading from a cloud dataset
Category: Databases
Purpose: Reading data from a cloud dataset (Python/SQLite)

databases

Car Evaluation - Data Analysis

Project: Car Evaluation - Part 1
Category: Data Analysis
Purpose: Data Acquisition

databases

Car Evaluation - Data Analysis

Project: Car Evaluation - Part 2
Category: Data Analysis
Purpose: Data Wrangling

databases

Car Evaluation - Data Analysis

Project: Car Evaluation - Part 3
Category: Data Analysis
Purpose: Exploratory Analysis

databases

Car Evaluation - Data Analysis

Project: Car Evaluation - Part 4
Category: Data Analysis
Purpose: Model Development

databases

Car Evaluation - Data Analysis

Project: Car Evaluation - Part 5
Category: Data Analysis
Purpose: Model Evaluation and Refinement

databases

Immigration - Data Visualization

Project: Line Plotting
Category: Data Visualization
Purpose: Visualizing Canada immigration insights

movie

Movies - Recommedation System

Project: Movies Recommendation System
Category: Machine Learning
Purpose: Content-Based Recommendation System

house

Simple Housing Prices - Deep Learning

Project: Simple Housing Prices
Category: Deep Learning - Basic
Purpose: Using single layer neural network

fashion

MNIST Dataset - Deep Learning

Project: Fashion Classification
Category: Computer Vision - Simple Images
Purpose: Using multilayer neural networks

fashion

MNIST Dataset - Deep Learning

Project: Fashion Classification
Category: Computer Vision - Simple Images
Purpose: Using convolution neural networks

happysad

Happy vs Sad Dataset - Deep Learning

Project: Emoji Classification
Category: Computer Vision - Intermediate Images
Purpose: Using convolution neural networks and ImageDataGenerator

catvdog

Cats vs Dogs Dataset - Deep Learning

Project: Pet Classification
Category: Computer Vision - Complex Images
Purpose: Using convolution neural networks

catvdog

Cats vs Dogs Dataset - Deep Learning

Project: Pet Classification
Category: Computer Vision - Data Augmentation
Purpose: Using convolution neural networks

catvdog

Horse vs Human Dataset - Deep Learning

Project: Image Classification
Category: Computer Vision - Transfer Learning
Purpose: Using convolution neural networks

letters

MNIST Dataset - Deep Learning

Project: Sign Language Classification
Category: Computer Vision - Multiclass Classification
Purpose: Using convolution neural networks

letters

BBC News Archive - Deep Learning

Project: Text Classification
Category: Natural Language Processing
Purpose: Data preprocessing for text classification

letters

BBC News Archive - Deep Learning

Project: Text Classification
Category: Natural Language Processing
Purpose: Creating a 100% accurate model (Overfitted)

letters

Sentiment140 Dataset - Deep Learning

Project: Text Classification
Category: Natural Language Processing
Purpose: Using embeding and handling overfitting

shek

Shakespeare Sonnets Dataset - Deep Learning

Project: Text Prediction
Category: Natural Language Processing
Purpose: Predict next word

temp

Daily Temperature Dataset - Deep Learning

Project: Temperature Predictionn
Category: Time Series Prediction
Purpose: Using time series LSTM

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