This is a repo for things I want to learn, or things I want to get better at.
This is a repo for practice.
"You are what you constantly practice."
Focus on one of these a day. One topic, one exercise per day.
Progress List
These are things I've made progress on.
- (insert files or folders here when I've made progress on them)
Practice List
These are things I want to practice.
- Cracking the Coding Interview (book)
- Graph problems
- Dynamic programming problems
- Threads problems
- Algorithm Design (book)
- ISLR (book)
- Do the R exercises, but do them in Python
- Machine learning projects (one of each kind)
- Regression project (supervised)
- Classification project (supervised)
- Clustering project (unsupervised)
- Neural net project - CNN
- Neural net project - RNN
- Deep learning project
- Reinforcement learning project
- Contributing to open source
- Writing research papers and Medium articles
- NLP
- AWS: specializations
- Spark
- Docker
- Python argparse library
- Time series
- Image recognition
- GPT-2
- Other languages: Haskell, Java, C, Scala.
- Graph machine learning / graph networks