Welcome to GWE, a weekly class program by EDM Laboratory designed for study group members and anyone passionate about exploring the world of data. We're also striving to reach a broader audience through this repository. Enjoy the materials, and we hope they help you on your data journey! 🚀
Below is a curated list of our weekly modules, along with links to the module materials and class recordings.
| Week | Module | Class Record |
|---|---|---|
| #0 | IT Collaboration & How To Use Notebook | - |
| #1 | Data Fundamentals and Web Scraping: Concepts, Tools, and Applications | Class Record - Google Drive |
| #2 | Data Management: Mastering Databases, Warehouses, and Data Lakes | Class Record - Google Drive |
| #3 | [Exploratory Data Analysis (EDA): Discovering Patterns and Insights] | Coming Soon |
| #4 | [Data Preprocessing: Cleaning, Transformation, and Normalization] | Coming Soon |
| #5 | [Data Visualization: Creating Impactful Insights with Tableau] | Coming Soon |
| #6 | [Machine Learning: Algorithms, Applications, and Model Evaluation] | Coming Soon |
| #7 | [Deep Learning for Computer Vision: Techniques and Applications] | Coming Soon |
| #8 | [Deep Learning for Text Mining: Sentiment Analysis and NLP Applications] | Coming Soon |
| #9 | [Deployment: Bringing Data Solutions to Production] | Coming Soon |
Stay tuned as more modules are being developed and updated!
The GWE Study Group is not just a series of classes—it’s a community for learners who are eager to dive deep into the data domain. With modules ranging from foundational data concepts to cutting-edge machine learning and deployment strategies, GWE aims to bridge the gap between theoretical knowledge and practical skills.
Feel free to explore, learn, and grow. Let’s make data knowledge accessible for everyone!