Data Engineering
- SQL: MySQL, PostgreSQL, and SQLAlchemy
- NoSQL: MongoDB
- Frameworks: FastAPI, Flask, and Heroku
- Containerization with Docker
- Data Modeling with Apache Cassandra
- Python Libraries: Pandas and Numpy
- Redis
- Data Pipelines with Apache Airflow
- Monitoring with Grafana and Prometheus
- Spark
Computer Programming
- Languages: Python, SQL, and Scala
- Jupyter
- OS: Linux, Mac, and Windows
- Git
- Bash
Cloud Computing with AWS
- Storage with S3 as a Data Lake
- Data Warehouse with Redshift
- Clustering with Elastic MapReduce (EMR)
- Elasticsearch
- EC2
- ML Deployment with Elastic Beanstalk
Problem Solving with Computer Science
- Algorithms
- Data Structures
- Dynamic Programming
Machine Learning
- Regression
- Neural Networks
- Natural Language Processing
- Statistics
- Tensorflow