Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by srosalino
A curated list of projects in awesome lists by srosalino .
https://github.com/srosalino/data_wrangling_investigations
Series of 3 investigation works, regarding the subject of Data Wrangling (Acquire data from different sources; Understand how to clean and pre-process data; Transform data for analytics purposes; Perform feature engineering; Visualize data)
data-cleaning-and-preprocessing data-extraction-and-pre-processing data-visualization feature-engineering
Last synced: 10 Nov 2024
https://github.com/srosalino/intelligent_systems_investigations
Series of 11 works, covering: State-Space Representations, Search, Adversarial Search, Logic, Automated Reasoning, Reasoning with Uncertainty and Vagueness and Machine Learning
adversarial-search artificial-intelligence automated-reasoning machine-learning reasoning-under-uncertainty state-space-representation
Last synced: 10 Nov 2024
https://github.com/srosalino/clustering_antartic_penguin_species
Using penguin dataset collected from Palmer Station, Antarctica, this project applies data science techniques to identify and group penguins based on physical traits in the absence of species labels
clustering elbow-method k-means-clustering machine-learning unsupervised-learning
Last synced: 10 Nov 2024
https://github.com/srosalino/airbnb_document_database_restructuring
Optimizing and restructuring the Airbnb document database to enhance performance and meet the latest business requirements, ensuring faster and more efficient client usage
database-as-a-service database-design database-management database-schema docker mongodb
Last synced: 10 Nov 2024
https://github.com/srosalino/heuristic_optimization_business_problem
Using Genetic Algorithms to find optimal solutions for a company's business needs, considering operational restrictions and budget limitations
business-intelligence genetic-algorithms heuristic-optimization optimization-algorithms optimization-problem
Last synced: 10 Nov 2024
https://github.com/srosalino/author_album_website_and_web_server
Developing an Author Album Website using HTML, CSS, and JavaScript, supported by a Web Server built on a RESTful HTTP API
css html http javascript restful-api uri
Last synced: 10 Nov 2024
https://github.com/srosalino/prediction_of_seoul_bikes_demand
The objective of this project is to predict the number of bicycles needed to be made available each hour in order to make the service as efficient as possible
cross-validation data-exploration-and-preprocessing hyperparameter-tuning machine-learning regularization-methods scikit-learn
Last synced: 10 Nov 2024
https://github.com/srosalino/michelin_star_restaurants_recommendation_system
Our unique ontology enables users to browse Michelin Star restaurants in France based on cuisine type, budget, location, and amenities such as air-conditioning and terraces, making it easy to find suitable options in specific cities like Paris
dbpedia owl-ontology rdf rdfs recommendation-system schema-org sparql turtle web-semantics
Last synced: 10 Nov 2024
https://github.com/srosalino/computational_statistics_investigations
Series of 3 investigation works, regarding the subject of Computational Statistics
Last synced: 10 Nov 2024
https://github.com/srosalino/heuristic_optimization_investigations
Series of 2 investigation works, regarding the subject of Heuristic Optimization
genetic-algorithms heuristic-optimization optimization-algorithms optimization-problem tabu-search
Last synced: 10 Nov 2024
https://github.com/srosalino/predicting_nyc_taxi_limousine_profit
Predicting the profit of NYC Taxi Limousine services to provide actionable insights for maximizing revenue
cloud-computing feature-engineering feature-selection pyspark pyspark-mllib statistical-analysis
Last synced: 10 Nov 2024
https://github.com/srosalino/milk_components_and_quality_inference
Automatic Milking Systems Problem: Utilizing Neuroevolutionary Algorithms to infer milk components
augmenting-topologies genetic-programming neural-networks neuroevolutionary-algorithms
Last synced: 10 Nov 2024
https://github.com/srosalino/determining_traffic_accident_severity_in_the_usa
Helping the authorities to better understand traffic problems and to establish public policies to minimize this issue, and for insurance companies to define their commercial policy
data-cleaning-and-preprocessing data-engineering data-wrangling feature-engineering machine-learning
Last synced: 10 Nov 2024
https://github.com/srosalino/data_structures_and_algorithms_investigations
Series of 6 works of investigation and applied projects, regarding the subject of Data Structures and Algorithms
algorithm-complexity graph-algorithms linked-list object-oriented-programming sorting-algorithms
Last synced: 10 Nov 2024
https://github.com/srosalino/predicting_black_friday_consumption_patterns
Predicting Black Friday consumption patterns based on customer personal information
data-exploration feature-engineering linear-regression machine-learning r
Last synced: 10 Nov 2024
https://github.com/srosalino/ebike_iul
eBike-IUL - Electronic Bike Management Platform
Last synced: 10 Nov 2024
https://github.com/srosalino/connection_analysis_on_social_networks
Implementing a Graph ADT to analyze social network data from GitHub and Facebook, focusing on metrics like influence, centrality, and proximity using algorithms such as Dijkstra's
closeness-centrality data-structures-and-algorithms degree-centrality dijkstra-shortest-path network-analysis networkx
Last synced: 10 Nov 2024
https://github.com/srosalino/clustering_on_starbucks_beverages
Grouping of drinks according to their nutritional values, making it easier to categorize them in a future catalog, increasing organization and facilitating the search depending on individual preferences
gaussian-mixture-models hierarchical-clustering k-means-clustering pam pca unsupervised-learning
Last synced: 10 Nov 2024
https://github.com/srosalino/six_degrees_of_separation_and_engineering_the_perfect_cast
Leveraging PySpark to analyze the IMDB database, answer various queries, and develop machine learning models to predict a movie's popularity based on its cast
big-data big-data-analytics databricks pyspark pyspark-mllib
Last synced: 10 Nov 2024
https://github.com/srosalino/deep_learning_for_skin_disease_identification
Enhancing Diagnostic Accuracy with AI: Advanced Image Analysis for Skin Disease Identification
deep-learning feature-engineering hyperparameter-tuning optuna skin-cancer-detection skin-lesion-classification
Last synced: 10 Nov 2024
https://github.com/srosalino/linear_programming_optimization_problem
Utilizing Linear Programming through Excel Solver to optimize business strategy for maximum profit
business-intelligence excel-solver linear-programming optimization-algorithms optimization-problem
Last synced: 10 Nov 2024
https://github.com/srosalino/neo4j_beer_and_breweries_network_analysis
Graph databases are a natural way of navigating distinct types of data. For this first project we will be taking a graph database to analyse beer and breweries!
Last synced: 03 Nov 2024