Both are awesome. Udacity was the first to start in this area and probably the most popular. They offer a very intensive course, so if you are looking for a fast paced course and need to get up to speed as fast as possible and you have the money, then Udacity is the best course. They offer a job guarantee and you can pay a little extra and they will guarantee you a job within 6 months of the completion of the course. The only drawback with Udacity is that they are all online, so they will not provide any personal interaction with the instructor or any one else in the class. So this might be a negative for people that need personal interaction. Upgrade is a full stack data science course. They cover a lot more material than Udacity and offer a more full stack approach. So if you are looking for a more broad base knowledge, and have the time and money, then this is the best course. However, the instructors on the videos are some of the best in the industry. They have worked extensively in the field and they really know their stuff. So if you are looking for the best of the best instructors and also want them in person, then upgrade is the best course.
Between Udacity and Coursera
If you are serious about learning data science, you should choose Udacity as it is more structured, you get projects done at the end of the modules and you don't need to spend money on textbooks. If you are casual learner, then you can go for free courses on Coursera .
Udacity is much better than Coursera or other online courses because it gives you the option of working on the programming on your own. Coursera has certain restrictions on it and you are bound to grading the course material without any doubt. Udacity gives you the freedom to try to understand the concepts by yourself. Complete freedom of movement is always better than any other option. In addition to that, you will also have their mentors for guidance should you get stuck anywhere in the course.
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