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amazon-reviews-analysis_cloud-etl_pyspark_aws_sql

Performing the cloud ETL process with connection to an AWS RDS instance and loading the transformed data into pgAdmin by using PySpark.

analysis_retiring_employees_erd_sql

Analysis of retiring employees and eligible employees for the Mentorship Program using ERD, intermediate-level SQL statements for Data Engineering.

bike_sharing_tableau_story_visualizations_clean_pandas

Creating a story in Tableau and writing a report that describes the key outcomes with a set of visualizations.

credit_risk_analysis_ml_supervised

Employing different techniques to train and evaluate models with unbalanced classes using machine learning python libraries.

cryptocurrencies_analysis_unsupervised-ml_scikit-learn_pca_k-means

The analysis of the cryptocurrency market is based on unsupervised machine learning with preprocessed data, reduced dimensions using PCA, clustered data using K-means.

earthquakes_maps_geojson_leaflet.js

Showing the earthquake data in relation to the tectonic plates’ location on the earth, and all the earthquakes with a magnitude greater than 4.5 on the map

election_analysis_python

Auditing by using Python, printing the results to the Command-Line, and saving it to a Text File.

hello-world

git it class

immapo

My first project is to create a website for learning communication in foreign languages by the author's method!

interactive_data_web_visualization_plotly_js

Interactive data web-visualization with the dropdown menu on the webpage using JavaScript, Plotly, and D3.js.

itekkie

javascripting

javascripting challenges

kickstarter_analysis_excel

Performing analysis on Kickstarter data to uncover trends.

lighthouse-js-fundamentals

lighthouse-js-fundamentals

movies_etl_pipeline_python_regular_expressions_sql

Creating an automated pipeline that takes in new data, performs the appropriate transformations, loads the data into existing tables, and performs the ETL process by adding the data to a PostgreSQL database.

patchwork

All the Git-it Workshop completers!

plan_my_trip_app_pandas_api

Retrieving the weather data using API skills, making input statements, creating a custom travel destinations map and, a travel itinerary map using the Google Maps Directions API.

prediction_job-vacancies_machine_learning

Teamwork. Prediction of future potential job vacancies and understanding underlying patterns in Canada’s job market using MLP Regressor and SARIMAX of supervised ML models.

prediction_success_deep-learning-model_tensorflow

Creating a binary classifier that is capable of predicting whether applicants will be successful if funded by the company.

ride-sharing_analysis_pandas_matplotlib

Creating a summary of the ride-sharing data and multiple-line graph that shows the total weekly fares for each city type using your Python skills and libraries.

school_district_analysis_pandas_numpy

Analyzing 15 school scores using python libraries.

statistical_analysis_liner_model_automotive-industry_r_t-test

Reviewing the production data with multiple linear regression analysis, summary statistics, t-tests using R.

stock_analysis_vba

Compare 12 stock performances for 2 years as well as refactor code to improve the runtime of calculation.

surfs_shop_analysis_statistics_sqlalchemy_sqlite

Determining if the surf and ice cream shop business is sustainable year-round using Pandas, and SQLALchemy.

web-page_javascript_html_css

Building a web page to allow users to filter for multiple criteria at the same time using JavaScript, D3, and HTML.

web-scrab_mission-to-mars_data_html_css_nosql_flask

Scraping full-resolution images by using BeautifulSoup and Splinter, storing the scraped data on a NoSQL MongoDB, displaying the data with Flask web app, and styling the webpage with Bootstrap 3..