Hey everyone! I'm 32 years old and thinking about switching my career. I used to work as a mechanical engineer and have a master's degree in that field. I haven't had much programming experience, just some basic Java and C back in college, which I barely remember. After dealing with some personal challenges and being out of work for three years, I'm eager to get back into the workforce—this time in tech, specifically focusing on Python and machine learning. I've put together a 6-month study plan to learn programming with the goal of landing an entry-level job, and I'd love your advice! Here's what I've outlined:
**Months 1-2**: Learn the basics of Python, including variables, loops, functions, and data types, and start using NumPy and Pandas.
**Months 3-4**: Dive deeper into data visualization with Matplotlib and Seaborn, learn SQL for managing databases, and practice using APIs for data work.
**Months 5-6**: Familiarize myself with the basics of machine learning with Scikit-learn, build small projects, and tackle coding challenges on platforms like LeetCode.
I'll start applying for entry-level jobs and internships by the sixth month.
I have a few specific questions: 1) What's the best learning platform for me, like Udemy or YouTube? 2) Should I invest in paid courses, or can I find free resources that are just as good? 3) Will I need certifications to get hired? 4) How long do you think it usually takes to land a job from the beginner level? 5) Has anyone made a similar transition through self-study? I'd love to hear your stories! 6) Any recommendations for learning tools or platforms for someone like me?
I'm ready to hustle hard—just looking for guidance on how to proceed. Thanks a bunch!
6 Answers
There are lots of free resources available! Just make sure to balance it out with practical projects to show your skills when it comes time to apply. Good luck on your journey!
Absolutely, it’s definitely possible to break into tech! I switched from mechanical engineering too, and with the right dedication and projects under your belt, you can stand out. Just like you, I started learning Python and built my skills over time. Some advice: focus on getting relevant certifications like CompTIA or Python Institute, as they might be more recognizable to HR than random courses. And trust me, have a solid project that showcases your skills; it’s a great way to impress hiring managers!
Learning on platforms like YouTube is super effective, especially with recent recommendations like ‘Automate the Boring Stuff with Python’—that book is fantastic for beginners! It can really help you get a grip on practical Python skills. As for libraries, check your library’s site; sometimes they offer free Udemy courses!
Yeah, many people overlook how useful library resources can be. Definitely give it a shot!
Don't underestimate your mechanical engineering background! Use your knowledge of engineering principles when applying for roles that merge those skills with your new programming skills. It could really set you apart in tech roles related to engineering. Good luck!
If you have experience with CFD or physics engines in C/C++, leverage that! You can find roles where your engineering skills will give you an edge, especially in tech areas connected to those disciplines.
When I transitioned into Python myself, I found that around six months of focused learning was enough for entry-level roles. Just remember to emphasize writing clean code—it’s crucial! Also, check out Git; knowing version control makes you way more employable.
Great tips! Learning Git should definitely be in your plan, as it’s a standard in tech jobs.
It's impressive that you made the jump and found a job despite the market challenges. It shows that persistence pays off!