- Data wrangling
- Vizualisation
- Problem-solving
- Research
Leadership
- Teamwork
- Project Management
- Communication
- Leadership
- Team Building
Machine Learning
Deep Learning
- Convolutional Neural Network
- Recurrent Neural Network (LSTM, GRU)
- Transformers
- BERT
- ELMo
- Graph Neural Network
- Large Language Models
Unsupervised learning
- k-means
- knn
- DBScan
- Hierarchical Clustering
- Gaussian Mixture Model
- Hidden Markov Model
Supervised learning
- Linear Regression
- Logistic Regression
- SVM
- Decision tree
- Random Forest
- Conditional Random Field
Dimensionality Reduction
- UMAP
- t-SNE
- PCA
- SVD
- Auto Encoder
Programming
Machine Learning/Science
- Keras
- Numpy
- Pandas
- Poutyne
- Pytorch
- PytorchGeo
- Scipy
- Scikit-Learn
Vizualisation
- Matplotlib
- Plotly
- Pygal
- Seaborn
Other
- BeautifulSoup
- Conda
- FastAPI
- Flask
- Gunicorn
- Poetry
- Pydantic
- Pytest
- Sqlalchemy
- ...
Databases
- MySQL
- Sqlite
- MSSQL
Misc
- Azure
- Bash
- Git
- Linux
- MacOS