Hi, I’m Carl. I’m passionate about mathematics and programming, and I especially enjoy when they are combined in fields such as machine learning. I currently work as a Senior Data Scientist at Spotify.

Welcome to my blog where I write mostly about machine learning. I hope that some of the posts will be useful to you and feel free to reach out if you have any questions!

Mail: c@cfml.se

Linkedin: https://www.linkedin.com/in/carl-fredriksson-1284bb16a/

GitHub: https://github.com/CarlFredriksson

### Posts

- Causal Inference Basics
- RL Gymnasium Training
- Bellman Operators are Contractions
- Neural Style Transfer 2
- Linear Regression Library Comparison
- Image Classification using PyTorch
- Deep Q-Networks
- ANN without ML Framework
- Temporal Difference Learning
- Monte Carlo Methods
- Dynamic Programming
- Markov Decision Processes
- Multi-armed Bandits
- Conditional Generative Adversarial Networks
- Deep Convolutional Generative Adversarial Networks
- Generative Adversarial Networks
- Sentiment Classification
- Facial Landmark Detection
- Regression using Keras
- Digit Recognition
- Binary Classification
- Regression Techniques
- Neural Style Transfer