What skills do I need to start a career in machine learning?

What skills do I need to start a career in machine learning?

To start a career in machine learning, you should have a strong foundation in mathematics, programming (especially Python), and statistics.

Are there any specific programming languages I should focus on?

Yes, Python is the most popular language for machine learning, but R and Java are also useful in certain contexts.

What kind of projects should I work on to build my portfolio?

You can work on projects like predictive modeling, natural language processing, or image recognition to showcase your skills.

How important is a degree in data science or machine learning?

While a degree can be beneficial, many successful professionals are self-taught or have transitioned from related fields.

What resources do you recommend for learning machine learning?

I recommend online courses from platforms like Coursera, edX, and books like 'Hands-On Machine Learning with Scikit-Learn'.