https://github.com/maxvol/cv
CV
https://github.com/maxvol/cv
Last synced: 3 months ago
JSON representation
CV
- Host: GitHub
- URL: https://github.com/maxvol/cv
- Owner: maxvol
- Created: 2020-10-06T07:35:57.000Z (over 5 years ago)
- Default Branch: main
- Last Pushed: 2021-08-01T05:25:52.000Z (almost 5 years ago)
- Last Synced: 2025-01-10T08:09:00.954Z (over 1 year ago)
- Size: 19.5 KB
- Stars: 0
- Watchers: 3
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Data Scientist / Machine Learning Engineer
## Machine Learning (ML)
* scikit-learn
* SciPy
* XGBoost
## Evolutionary Computation (EC)
GA, GP, ES, PSO, PSO, EDA
* DEAP
* gplearn
## Deep Learning (DL)
* PyTorch
* Tensorflow v1&2
* Swift for Tensorflow (S4TF)
## Data Visualisation
* TIBCO Spotfire
* matplotlib
* Seaborn
* Plotly
* Bokeh
## Forecasting
* ARIMA
* Prophet
* Bayesian Structural Time Series (BSTS)
## Deep Reinforecement Learning (RL/DRL)
* OpenAI Gym
* tf-agents
## Probabilistic Deep Learning (PDL)
max likelihood models, Normalizing Flows (NF), Bayesian Neural Networks (BNN)
* tf-probability
* pyro.ai (Pyro PPL)
## Cloud & BigData
* BigQuery
* Airflow
* Pub/Sub
* PySpark
## Programming Languages
* Python
* Swift
* R
* C
* C++
* Julia
## Digital Marketing
## Web & Customer Analytics
## Data Science
## Statistics
* Causal Impact
## Accounting & Financial Administration
certified
## Special Powers
iOS/iPadOS 14+ general-purpose machine learning libraries:
* MetalPerformanceShadersGraph
* Accelerate/BNNS
* MLCompute
## Certificates
* [Coursera](https://github.com/maxvol/Coursera)
* [DataCamp](https://github.com/maxvol/DataCamp)
## Articles
* [The many flavours of Reinforcement Learning](https://medium.com/@maxim.volgin/the-many-flavours-of-reinforcement-learning-7f9eda6798eb)