Machine Learning

Supervised Learning, Unsupervised Learning, Support Vector Machines, K-Neighbors, Random Forests, Regression, Classification, Clustering

Deep Learning

Deep Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks, Object Detection, Recommender Systems

Generative AI

Foundational Models, Large Language Models, Transformers, Prompt Engineering

MLOps

Data Wrangling, Exploratory Data Analysis, Model Training, Model Evaluation, Model Deployment and Monitoring

Cloud Native

Event Driven Applications, Microservices, Agile Development

Serverless

No server management, Flexible Scaling, Automated High Availability, No Idle Capacity, Event Oriented Architecture, Improving Performance through Parallelization

DevOps

Infrastructure as Code, Continuous Integration and Delivery, Monitoring, Logging, Version Control

Frontend

Single Page Applications, Static Site Generation, Server Side Rendering, Incremental Static Regeneration, Analytics, SEO Optimization

Backend

Microservices, REST API, Monitoring, Logging, Containerization, Container Orchestration

Database

Object Relational Mapping, Relational and Non-Relational Databases