/WBSbootcamp23

WBS Bootcamp Data Science Hybrid cohort 2023

Primary LanguageJupyter Notebook

Data Science Portfolio

Last update: 5 March 2023

Sections

  • Week 1 : SQL, Tableau
  • Week 2 : Pandas intro
  • Week 3 : Pandas visualization
  • Week 4 : Pandas intermediate EDA
  • Week 5 : Statistics, A/B testing, Google Marketing Platform
  • Week 6 : Data engineering with AWS
  • Week 7 : Unsupervised learning, cluster analysis
  • Week 8 : Supervised learning
  • Week 9 : Hyperparameter tuning
  • Week 10: Recommendations
  • Week 11: Advanced SQL, Tensorflow intro
  • Week 12: Audio Signal Processing, Neural Networks (LSTM)
  • Week 13: Image classifier, Neural Networks
  • Week 14: LLM app: Chat with pdf using langchain framework, OpenAI
  • Week 15: Vector databases: Image search using Vision Transformer

💻 Data sources

https://github.com/ctalladen78/WBSbootcamp23/tree/master/static_data

📚 Articles

Medium

📊 Dashboards

Tableau Public

🎖 Competitions

Kaggle Competitions