Data Science Infinity is the personal project of Andrew Jones, a former data scientist at Amazon and Sony PlayStation, and understanding that it is built around him personally is the key to understanding what you are actually buying. On paper it looks like many other self paced programmes, a video curriculum covering Python, machine learning, SQL, and the deployment side of the job, structured to take you from the basics toward being employable, and that curriculum is genuinely good, because Jones has clearly designed it by asking hiring managers and recruiters what they want rather than by copying a university syllabus, so it stays focused on in demand, practical skills and pairs them with the parts people usually neglect, namely portfolio building and interview preparation. But the videos are not really the differentiator, because you can get competent video instruction almost anywhere now. The thing that sets this apart is the access, since students get a dedicated Slack community and, unusually, unlimited direct one to one contact with Jones himself, who is actually present and answering questions and giving feedback, which is the opposite of the normal experience where the instructor vanishes the moment your card is charged.
For a learner working alone, having a real experienced practitioner you can ask when you are stuck is worth a great deal, and it is the main reason I rate this above the average self study course. The part that makes me want to add a note of caution is the marketing, because the surrounding promotional language leans on claims that the programme is better than a Master's degree or better than courses from MIT and Stanford, and that kind of talk oversells what any single self paced course can realistically do and primes people to expect a magic outcome rather than a solid tool. The other honest caveats are structural, because self paced with no cohort means your success rests entirely on your own discipline and a lot of people who buy courses like this never finish them, and because the emphasis is firmly practical, someone who wants deep mathematical and theoretical grounding will find this is a primer rather than a complete education and will need to go further elsewhere. My take is that if you strip away the loud marketing and judge the thing itself, this is a well constructed, career focused programme whose standout feature is real mentorship from someone who has done the job, and that is a rare and valuable thing to get at this price point.
Go in as a self starter who will actually do the work, keep your expectations grounded rather than believing you are buying a shortcut past a degree, and lean hard on the access to Jones and the community, because that is where the real value sits.