Complete Roadmap for Data Science/Machine Learning/AI

So, as the name gives it away, data science is all about data, processing it with scientific methods, algorithms, etc. It includes a lot of concepts and theories like Statistics, Probability, Advanced Calculus, Computer Science, Information Science, etc. Before we move on further, there are some buzz terms with which people usually start comparing with Data science, words like Machine learning, Deep Learning, and Artificial Intelligence. So, to be able to differentiate between all these concepts, refer to this blog by towardsdatascience:

Data Science vs. Artificial Intelligence vs. Machine Learning vs. Deep Learning

Where is it applied?

Data Science practices are used in many big tech companies like Netflix, Amazon, Google, etc. For eg., when you open Netflix, you get movie or web series recommendations based on what you have seen earlier using your account, same in amazon for product recommendations, etc, not only this but if we talk about the Healthcare sector, it had some great benefits from data science applications in Medical Image Analysis, Drug development, etc. Even your speech and face recognition systems in our mobile…