Daniel answers the most upvoted ZTM student community questions about how to get started in machine learning, freelancing, getting a machine learning job as a newbie/junior and much more.

Learn Data Science, Data Analysis, Machine Learning (Artificial Intelligence) and Python with Tensorflow, Pandas & more!

Believe it or not, you now have enough skills to start applying to jobs and even get hired! This process usually takes a while and it's good to start even if you don't feel ready. Apply to 5 jobs online right now and see what happens. You don't even need to want these jobs. The goal is to practice applying and practice going through the interview process. Once you finish applying to 5 jobs (you don't need to hear back), move on to the next step in this Career Path.

Learn TensorFlow. Pass the TensorFlow Developer Certificate Exam. Get Hired. This course will take you from a TensorFlow beginner to being part of Google's Certification Network.

It's time to take the Google TensorFlow Developer Exam! Use what you've learned up to this point to ace that exam. Once you pass, send us a tweet @mrdbourke / @andreineagoie / @zerotomasteryio and show off your Google TensorFlow Developer Certificate. Good luck, you've got this!

This time around, you have more knowledge and more practice. It's now time to take your job hunt seriously. Find 5 companies/jobs that you REALLY want to work for and make a serious effort applying to these jobs based on the tips you learned in the previous lessons. Don't take no for an answer and see if you can land an interview at one of these companies you chose. Once you have an interview lined up, move to the next section.

This article will help you save time and avoid the mistakes that a lot of beginners make. If I could go back in time, this is how I would have saved myself from countless hours, days, and months working on the wrong things.

Career Advice for Developers, Designers, Engineers and anyone who wants to have a successful career. Andrei gives you strategies, tips, and advice he's gathered over his many years to help you get hired and succeed in your career.

Ultimate coding interview bootcamp. Get more job offers, negotiate a raise, and learn everything you need to get the job you want!

Don’t sell yourself short. Seriously, don’t be a Junior Developer. A Junior Developer puts this title in their resume, emails, and LinkedIn… They announce it to the world. Don’t.

Ultimate coding interview bootcamp. Get more job offers, negotiate a raise, and learn everything you need to get the job you want!

Improve memory & productivity using the skills of the world's top performers and learning strategies proven by research.

Andrei shares the framework he has been using for over 10 years and shows you how you can use it to achieve your dream life. You will build a custom 5-year plan designed specifically for you to achieve your biggest goals.

Take this book with you and revisit some of the principles every once in a while to keep you on the right track during your career. These principles stand the test of time and will help you be a successful Programmer.

Now that you have completed this path, it's time for you to specialize and upgrade your skills into a specific field. You are now at the point where you need to decide what you want to do in your career. Do you want to focus on the Web, Machine Learning, Data Science, Ethical Hacking, or do you want to work at the big tech companies as a Software Engineer?Your next step is to go through the career path quiz again and update your answers based on your newfound knowledge from this path. We will generate a new personal career path for you to take based on your new interests and skills.