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amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

amazon-sagemaker-script-mode

Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)

c-sharp-apps

This repo demonstrates a number of C# applications which I developed during my time at SAIT.

code

Code to share

coursera_ibm_capstone

This repository demonstrates my Applied Data Science project counting towards the IBM Data Science Professional certificate with Coursera.

data-analysis

Data Science Using Python

data-science-best-resources

Carefully curated resource links for data science in one place

data-science-on-aws

final-grade-calculator-c-sharp

The intent of this application is to provide a tool to instructors that they can use to calculate the final mark of a course as both a percentage and letter grade. When run, the application will display a window form with data entry fields for quiz marks, a midterm mark, and a final examination mark. The final grade is calculated using the weightings of 20% for the average of the quizzes, 30% for the midterm mark, and 50% for the final grade. The final grade percentage mark is converted to a letter grade using the same table included a later section of this document.

free-data-engineering-course-for-beginners

Learn the entire ETL process based on Spotify API data

machine-learning-with-python

mediumposts

ms-sql-server

This repo demonstrates SQL scripts developed using MS SQL Server Management Studio during my time at SAIT.

mslearn-ai900

Lab files for AI-900: Azure AI Fundamentals

nlp-in-python-tutorial

comparing stand up comedians using natural language processing

nlp-lda-topic-modeling

This repo demonstrates Automatic Topic Labeling of News Articles using Latent Dirichlet Allocation (LDA) Modeling, which falls under Natural Language Processing.

payroll-calculation-c-sharp

The intent of this application is to prepare a Pay Slip to be included in a cheque envelope for the employees of a small business. The Pay Slip will also be used by the accountant to prepare the actual pay-cheques, and to record the deductions in a company ledger.

payroll-calculation-py

predict_house_prices

Jupyter Notebook showing multiple linear regression model used to predict house prices.

python-apps

This repo demonstrates a number of Python apps I created during my time at SAIT.

sql-server-samples

Azure Data SQL Samples - Official Microsoft GitHub Repository containing code samples for SQL Server, Azure SQL, Azure Synapse, and Azure SQL Edge

travel-experts

Travel website

web-scraping

This repo shows a Web Scraper function to extract news articles