Ankit Rathi
DS/AI Architect with 14+ years of experience, designed & developed data intensive technology solutions including data architecture, data science, big data & cloud.Ankit Rathi is currently working as a Data Science Architect at SITA aero. He is a Data Science (ML/DL/AI) & Data Architecture (DB/ETL/DWH/BI) practitioner with more than a decade of demonstrated history of working in IT industry using Data & Analytics. His interest lies primarily in the application of artificial intelligence, particularly in developing business applications for machine learning and deep learning. Ankit's work at SITA aero has revolved around designing FlightPredictor product & building the CoE capability. Earlier as a Principal Consultant at Genpact HCM, Ankit arcRead More...
DS AI Self-Starter Handbook
Books by Ankit Rathi
From a time around when DS/AI field started picking up, every other day I get at least 8–10 messages from DS/AI starters & enthusiasts on ‘How can I get into DS/AI field?’. Over a while, I have improvised my response based on the follow-up questions they ask like: 1. What is the difference between DS, ML, DL, AI, DM? 2. What are the roles in DS/AI, who does what? 3. What concepts, processes & tools they need to learn? 4. Which books, courses, etc
Probability & Statistics for Data Science
Books by Ankit Rathi
As the title says, this book covers all the topics for probability & statistics in context of data science. While working on data science projects, I tried to look for a reference book which can give reader holistic view of probability & statistics useful for data science, but I could not find everything at one place. So every time, I used to look for the term or topic at various places and then used to relate it in context of data science. At the end, I started
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