![]() The following lecture series will allow teach you the coding aspect of probability. The above lecture series does not teach you how to solve probability problems using programming languages like R or python. MITx 6.431 Probability - The Science of Uncertainty and Data (College / Graduate Level).HarvardX Stat 110: Introduction to Probability (College / Graduate level).Khan Academy’s Statistics and Probability (High school level).Since the content of the three series is largely similar, I suggest you opt for one of lecture series and follow through. The following three are excellent lecture series by reputable organizations on probability. But it need not be difficult - the best resources that I share below shy away from jargon and instead teach probability intuitively.ĭisclaimer: I do not receive any compensation for promoting any content in this post. Probability is not the easiest topic to master as its theoretical nuances can be esoteric and arguably obscure. Okay, so how do I learn probability for data science? Photo by ROBIN WORRALL on Unsplash To do so, one needs a firm understanding of the theory of probability. In this post, I will highlight how I learnt about the ‘ Statistical Research’ knowledge required of a data scientist by learning probability. The relationship of machine learning with data science. To me, the definition that I agree most is this - Data science is the inter-disciplinary field that uses techniques and theories drawn from the fields of mathematics, computer science, domain knowledge. Some say that it is programming, others contend that it’s mathematics, while others say it is about understanding the data. ![]() It’s not easy to find the best resources out of the sea of resources on the internet.Thus, in this post, I will share my favorite resources I used in learning probability for data science.īut before that, let’s understand… What is data science?įact is, different companies define data science differently, making the term ambiguous and somewhat elusive. It is not easy, but it is definitely doable. It’s not surprising that I have received questions like… ‘How did you learn the skills of a data scientist yourself?’ As I was preparing for a role in data, I needed to find resources to learn data science and probability. ![]() I recently graduated from Chemical Engineering and landed my first role as a data analyst in a tech company.
0 Comments
Leave a Reply. |
AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |