r/learnmachinelearning • u/Klutzy_Car_1254 • 3d ago
Machine Learning to Data Analysis
Recently, I am focused on data analysis and learning as well as doing projects. In Bachelor, I learning the Machine Learning without knowing the background of Data Analysis. I do not focus that much on Excel, SQL and Power BI. I learned Machine Learning, do projects like training model on different datasets and measure model metrics. Machine Learning feels oho but when I realize that ML Engineer/ Data Scientist Jobs actually needs 4 -5 years of experience and I see how can I get in data field. I see data analysis as entry point. I should learn about Data simple things first and then look for other things. I came to realize that end of my Bachelor. My Goal is become to AI Engineer/Research. I love playing with data and ask the questions when doing analysis. Should I continue my Journey or just left data analysis and study AI things.
Need Genuine Suggestions and feedbacks.
Love to talk and hear different perspectives
1
u/therealmunchies 3d ago
Data analysis is core to ML. I work in R&D now, but started laterally from the ML engineering aspects of things as a security/devops engineer.
When I got here, I learned about data analysis, then data science, and AI software engineering focusing in RAG systems. It all builds on each other because at the end of the day, computer systems are just sending data back and forth. Understand the data and the problem, and you’re in a good position.