Pinned Repositories
airflow-mini-project1
Utilize Docker and Apache Airflow to orchestrate the pipeline, exercise the DAG creation, uses of various operators (BashOperator, PythonOperator, etc), setting up order of operation of each task.
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
banking-system
Python OOP - Banking System with MySQL database case study.
Creating-a-KPI-Dashboard-with-Tableau
Creating an interactive KPI Dashboard and other visualizations with Tableau :bar_chart: .
deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
hadoop-mini-project
Using hadoop to utilize data from an automobile tracking platform that tracks the history of important incidents after the initial sale of a new vehicle.
kafka-mini-project-2
create a streaming application as a simple real-time fraud detection system backed by Apache Kafka using a Python client.
spark-mini-project
Using Spark transformations to solve traditional MapReduce data problems.
Statistical-Analysis
This repository focused on statistical analysis and exploration used on various data sets for personal and professional projects. :chart_with_upwards_trend:
Top-Rentals-Cineplex
Applying data engineering techniques to create data pipeline with Azure Cloud Computing
Andy-Pham-72's Repositories
Andy-Pham-72/banking-system
Python OOP - Banking System with MySQL database case study.
Andy-Pham-72/Creating-a-KPI-Dashboard-with-Tableau
Creating an interactive KPI Dashboard and other visualizations with Tableau :bar_chart: .
Andy-Pham-72/hadoop-mini-project
Using hadoop to utilize data from an automobile tracking platform that tracks the history of important incidents after the initial sale of a new vehicle.
Andy-Pham-72/Top-Rentals-Cineplex
Applying data engineering techniques to create data pipeline with Azure Cloud Computing
Andy-Pham-72/airflow-mini-project1
Utilize Docker and Apache Airflow to orchestrate the pipeline, exercise the DAG creation, uses of various operators (BashOperator, PythonOperator, etc), setting up order of operation of each task.
Andy-Pham-72/kafka-mini-project-2
create a streaming application as a simple real-time fraud detection system backed by Apache Kafka using a Python client.
Andy-Pham-72/spark-mini-project
Using Spark transformations to solve traditional MapReduce data problems.
Andy-Pham-72/Statistical-Analysis
This repository focused on statistical analysis and exploration used on various data sets for personal and professional projects. :chart_with_upwards_trend:
Andy-Pham-72/Andy-Pham-72
Andy-Pham-72/GoodVitamins
Applying NLP and unsupervised machine learning technique to quickly showing the top representative user reviews of vitamin products from iHerb :pill: .
Andy-Pham-72/Azure-End-to-End-project-1
Andy-Pham-72/Azure-mini-project
Andy-Pham-72/Covid-Tracker
Andy-Pham-72/Data-Science--Cheat-Sheet
Cheat Sheets
Andy-Pham-72/Data_Pipeline_Project
Andy-Pham-72/EURO_CUP_2016_PostgreSQL
EURO CUP 2016 mini-project PostgreSQL schema and tables setup with solutions
Andy-Pham-72/How-To-Deploy-WebApp-with-Streamlit-Heroku
A quick and intuitive tutorial for a simple WebApp deployment with Streamlit and Heroku :computer: .
Andy-Pham-72/kafka-mini-project
Andy-Pham-72/kubernetes-the-hard-way
Bootstrap Kubernetes the hard way on Google Cloud Platform. No scripts.
Andy-Pham-72/Lessons-Learned-Data-Science-Interviews
Lessons learned the hard way through over 30+ data science interviews
Andy-Pham-72/Python-Challenge-Questions
This repository consists of the collection of Python Challenges' solutions and some Python tips and fundamentals.
Andy-Pham-72/python_data_pipeline
A Simple Pure Python Data Pipeline to process a Data Stream
Andy-Pham-72/RESTful-API-practice
Andy-Pham-72/spark-optimization
Hands-on experience optimizing PySpark code.
Andy-Pham-72/SQL-Challenge-Questions
This repository consists of all the SQL solutions with intuitive explanations that I have done. (including supplemental readings relating to the tools used)
Andy-Pham-72/SQL_Tunning
Andy-Pham-72/textpack
Group thousands of similar spreadsheet or database text entries in seconds
Andy-Pham-72/Web-Scraping-with-BeautifulSoup-and-Pandas
A quick webscraping tutorial with BeautifulSoup and Pandas :spider: :panda_face:
Andy-Pham-72/Web-Scraping-with-Selenium
An intuitive tutorial of web scraping with Selenium. :spider:
Andy-Pham-72/WebScraping
Create a database from scratch by extracting html elements from a webpage