This is the Curriculum for Learn Data in 3 Science Months by Siraj,Dreams in the CodingTrain Raval and Roadmap: How to Learn Machine Learning in 6 Months by Zach Miller.
Since resources across the internet vary in terms of their pre-requisites and general accessibility, it is useful to give attributes to them so that it is easy to understand where a resource fits into the wider machine learning scope. Below is a few suggested attributes (please extend):
- 📘 = Doing
- ✔️ = Completed
- 🌈 = creative
= beginner- 😅 = intermediate, some pre-requisites
= advanced, many pre-requisites
- Python, SQL, R, Tensorflow,Spark, Excel
- Watch videos at 2x or 3x speed using a browser extension
- Handwrite notes as you watch for memory retention
- Immerse yourself in the community
- Microsoft: DAT206x - Analyzing and Visualizing Data with Excel RESULTS ✔️
- Microsoft: DAT101x - Introduction to Data Science RESULTS✔️
