I want to be an expert in Data Science and Artificial Intelligence and below are what I’ve learned/done so far to achieve it.
Finished tasks! Ongoing tasks! Come back later! Interrupted tasks!
2020
- Data & ML Wowrking with Time Series: DTW, using TensorFlow and Pytorch, clustering, anomaly detection, prediction,…
- Tech Infrastructure: Docker, Docker with GPU + Tensorflow + PyTorch, Airflow, gRPC, k8s,…
- Data & ML Clustering methods: HDBSCAN/DBSCAN, Mean Shift, …
- Data & ML Metrics: Silhouette Score, Calinski and Harabasz, Rand Index, Adjusted Rand Index,…
- Data & ML Dimention reduction: UMAP, t-SNE,…
- Workflow Tools: Aha!, Trello, Miro.
- Data & ML Processing raw data: 4 projects at Dataswati.
- Tech Created & Discussing on P13 Discussion Group, a group of Vietnamese students from University Sorbonne Paris Nord. We share knowledge and discuss mainly on Information Technology – Group’s Github Repository (private).
- Data & ML
Courses – my certificates.
- Leveraging Cloud-Based Machine Learning on Google Cloud Platform: Real World Applications on LinkedIn Learning.
- Specialization Deep Learning (5 courses) taught by Andrew NG on Coursera.
- Specialization DeepLearning.AI TensorFlow Developer (4 courses) taught by Laurence Moroney on Coursera.
- Anomaly Detection in Time Series Data with Keras on Coursera.
- Python Python Coding: Sphinx Documentation Generator, Pytest, build AI services (Dataswati’s tasks), Data Controller using gRPC + Airflow + MongoDB + SQL + InfluxDB, Abstract model,…
2019
- Data & ML Get a job at Dataswati as a Data Scientist. – interview tests.
- Data & ML Data Science path on Codecademy (They have just updated their courses).
- Data & ML Finish Learn SQL path on Codecademy.
- Data & ML Finish IBM Data Professional Certificate on Coursera (9 courses).
- Python Finish the course Learn Python 3 on Codecademy. My achievement.
- Web Finish the course Introduction to HTML on Codecademy. My achievement.
- Web Design a new theme for Math2IT (a Wordpress theme). My achievement.
- Web Self-studying to build a Wordpress theme from scratch. My achievement.
- Web Learn to create website with GatsbyJS – my gatsby notes.
- Web Create a Back-End App with JavaScript on Codecademy.
- French Follow a summer French course at CMA, Mairie de Paris (60 hours in 3 weeks).
- Web Change my personal website dinhanhthi.com which contains better notes about Data Science, Machine Learng and Web-Dev. Along with these “raw” notes rawnote.dinhanhthi.com, I use this site for more well-organized technical ones.
- French French Marathon Challenge on Lingoda.
- French French courses (Oral Expression level B1, French Phonetic level B1) at CMA, Mairie de Paris.
2018
- Data & ML Finish 20% of Data Scientist path on Dataquest (31 courses). My progress.
- Data & ML Finish the Machine Learning course taught by Andrew Ng on Coursera. My achievement.
- Web Design / Modify a thesis LaTeX template. My achievement.
- Web Design a beautiful theme for note-taking purpose. My achievement.
- PhD Finish my PhD project. My achievement.