A easy plan to study and hone abilities in information science inside 100 days ranging from Solar, 16 Jun 2024.
Hello, welcome to my article on how I plan my studying journey in Knowledge Science!
I’m Yusuf, a former Knowledge Scientist (Analytics) at Tokopedia, one of many largest E-Commerce corporations in Indonesia, which ByteDance acquired in early 2024.
The latest layoff impacted me on 14 Jun 2024, which made me lose my job.
On the constructive aspect, this could possibly be a fantastic second to hone my abilities in Knowledge Science and end my record of Knowledge Science books that I haven’t completed whereas working as a Knowledge Scientist.
The plan is straightforward: perceive at the very least 5 pages of every guide every day and doc it digitally.
I’ll deal with ending these 5 books inside the subsequent 100 days beginning on 16 June 2024. These books will cowl the basics of Knowledge Science ranging from arithmetic, statistics, machine studying, causal inference, and programming. Three out of 5 of those books are open supply.
1. Arithmetic for Machine Studying
Free useful resource: https://mml-book.github.io/
2. Introduction to Mathematical Statistics, eighth Version
3. An Introduction to Statistical Studying: with Functions in Python
Free useful resource: https://www.statlearning.com/
4. Sensible Statistics for Knowledge Scientists: 50+ Important Ideas utilizing R and Python
5. Causal Inference: What If
Free useful resource: https://www.hsph.harvard.edu/miguel-hernan/causal-inference-book/
I’m planning to make use of Medium as one among my digital studying documentation.
For the programming language, I’ll use Python.
Don’t overlook to comply with me on Medium for extra updates on my studying journey. You may achieve insights and study from what I discovered too!
Completely happy studying!
