rrmerugu-archive/ai-journey

All the interesting resources that I've gone through or want to go through the learning process - PS: its not an awsome list.

AI Journey

I've just started to explore AI and deeplearning and thought of documenting my learning process - PS: its not an awsome list. Too many things and resources out there to learn in the Wild, so i'm making a learning regime for a week on monday and I need to finish that by Sunday.

Week1 (26 Feb - 3 Mar)

To Explore Video/Series

• DS#1 Learn Python for Data Science https://www.youtube.com/watch?v=T5pRlIbr6gg
• DS#2 Twitter Sentiment Analysis- https://www.youtube.com/watch?v=o_OZdbCzHUA
• DS#3 Recommendation Systems - https://www.youtube.com/watch?v=9gBC9R-msAk
• DS#4 Predicting Stock Prices - https://www.youtube.com/watch?v=SSu00IRRraY

UseCase to Code

Extracts scientists and their research domains/expertise from MIT Research website.

• Crawl through the whole site
• Detail Crawl the individual pages with /research/
• Extract the research activities and projects currently going on in different domains
• Extract the scientists names, blog URL, research domains and their research profile
• Extract the scientists publications (from other sites ?)
• Extract the news or updates about scientists from basic internet search.

Explore

• https://github.com/awesomedata/awesome-public-datasets
• https://archive.ics.uci.edu/ml/index.php
• https://www.kaggle.com/datasets
• Buy or Exchange data market place - https://datacircle.io/

DS - Data Science; DL - Deep Learning