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itsmonterey's Projects

meilisearch icon meilisearch

An open-source, lightning-fast, and hyper-relevant search engine that fits effortlessly into your apps, websites, and workflow.

mindwendel icon mindwendel

Create a challenge. Ready? Brainstorm. mindwendel helps you to easily brainstorm and upvote ideas and thoughts within your team.

mit-deep-learning icon mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

ml-basics icon ml-basics

python notebooks for revising machine learning basics

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mlbookcamp-code icon mlbookcamp-code

The code from the Machine Learning Bookcamp book and a free course based on the book

mlds2019 icon mlds2019

Machine Learning and Data Science Udemy Course 2019

models icon models

Models and examples built with TensorFlow

money-laundering-detector icon money-laundering-detector

Money Laundering Detector is to prove the hypothesis that a solution powered by Machine Learning and Behaviour Analytics will find… -> currently invisible transaction behaviour -> aberrations in transactions -> reduce review operations cost by lowering the number of False Positive alerts without using current framework of static rule based alert generation process.

mongooseim icon mongooseim

MongooseIM is a mobile messaging platform with focus on performance and scalability

monk_gui icon monk_gui

A Graphical user Interface for deep learning and computer vision over Monk Libraries

mooc icon mooc

All my finished Moocs on the subject of the data science mainly

mooc-coursera-advanced-machine-learning icon mooc-coursera-advanced-machine-learning

Content from Coursera's ADVANCED MACHINE LEARNING Specialization (Deep Learning, Bayesian Methods, Natural Language Processing, Reinforcement Learning, Computer Vision).

movieclustering icon movieclustering

What makes a good movie? Most of the top-rated movies in the International movie database (IMDB) are critically acclaimed and are generally a safe bet in terms of commercial success. Naturally, it would be interesting to investigate if these top movies have some distinct features responsible for their high ratings. This project aims to find out the type of natural cluster that exists among the top 250 movies from IMDB. Unsupervised machine learning techniques will be employed, more specifically, clustering algorithms. Hopefully, these clusters will give us information to observe the recurrent pattern. To build our dataset we used OMDB's web API which is RESTful web service to obtain movie information. For plot summaries we scrapped a movie's plot from IMDB's website using BeautifulSoup Library in python. Our final extracted dataframe had 250 rows and 113 columns. The inputs to our dataframe were all categorical features which were one hot encoded. We first used dimensionality reduction techniques such as PCA which was followed by K-Means and DB-SCAN clustering to find inherent clusters in the data.

movingpictures icon movingpictures

Real-world movie database mobile application with the Flutter SDK and DDD clean architecture.

msis_2629_exercises icon msis_2629_exercises

Exercises of data analysis and visualizations for summer class of MSIS 2929 at Santa Clara University

my2witch icon my2witch

This progressive web app was made in Ionic 3 with the purpose to search for Twitch streams. The user also can choose the number of results and start watching the respective stream.

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