likarajo Goto Github PK

devops-helloworld

Continuous Integration and continuous deployment using Jenkins

digit_recognition

Classification to recognize hand written digits

dimensionality_reduction

Support Vector Machine (SVM) Classifier model with Stochastic Gradient Decent (SGD) using Principal Component Analysis for USPS Digit recognition

dl_compiler

Deep Learning Compilers

ds911calls

Data Science and visualization on 911 calls data

earthquakes

Fetch data from USGS and plot areas across the world that had a 4.5+ earthquake in the last 24 hours.

face_recognition

Used pre-trained Haar Cascade Classifier for facial object detection in the captured image and used K-Nearest Neighbor algorithm for face recognition

fpl_ai

Artificial Intelligence guide for Fantasy Premier League

game_tree

Generate Game tree for a multiplayer game

generate_digits

Use TF-GAN's GANEstimator and the MNIST dataset to create a GAN for generating fake handwritten digits.

generate_images

Use TFGAN's GANEstimator to generate fake images from CIFAR images

glass_type

Identification of the type of glass based on their oxide content i.e. Na, Fe, K, etc using Dimensionality Reduction with Principal Component Analysis and Linear Discriminant Analysis

hightemp

Fetch data from NASA and plot regions on map that are fire hazards with high temperature anomaly.

horse_or_human

Identify if an image is of a horse or a human using convolutional neural network.

house_price

Predict the price of a house

how-web-works

What happens behind the scenes when we type www.google.com in a browser?

image_recognition

Image recognition using deep learning

instacart_analysis

Shopping basket analysis using Association Rule Mining

kinship

Twitter Data Mining

language_translation

Deep Learning LSTM language translation model built with Keras using Neural Machine Translation with seq2seq encoder-decoder architecture

likarajo

likarajo.github.io

My Personal Website

ml_projects

Machine Learning projects

mnist_digits

Digit recognition using neural networks

mobilenetv2

Implementation and training of a MobileNet V2 similar to ResNetV2 with CIFAR-10

movie_sentiment

Movie Sentiment Analysis using Deep Learning

moviesearch

Search for movies based on input words by using TF-IDF and Cosine Similarity on the movie summaries

mqreporting

Development of IBM Message Queue Reporting tool

mqstats

Development of IBM Message Queue Statistics tool

music_genre

Automatically classify different musical genres using Deep Learning