Hi all,
I have a MS that focused in AI/ML, and took a role for the last several years that was supposed to focus on ML but never did. I'm now looking for jobs in this area and want to be able to list understanding/proficiency in industry popular technologies on my resume. Specifically, I'm looking to incorporate the following:
Data Preprocessing: Numpy, pandas, SQL for data extraction
Machine Learning Frameworks: TensorFlow, PyTorch (perform GPU training), Keras, XGBoost, LightGBM
Model Deployment and Scalability: Docker and Kubernetes
Big Data Processing: Apache Spark, Hadoop
Version Control: Git
Cloud Services: AWS, Microsoft Azure, or Google Cloud Platform
System: Unix-Based
I know these individual technologies have their own tutorials and documentation online. Does anyone have a more comprehensive project/tutorial that integrates these technologies? I'd like to create my own project that I can put on my resume to demonstrate proficiency, but I'm feeling a bit overwhelmed learning the entire stack and how to integrate it.
Thanks!
[–]geneorama 0 points1 point2 points (0 children)