https://www.canva.com/design/DAGwKg5Oeeg/5y4NTQLlux4ZZN1uXPj_Gw/edit
💻 Programming & Statistics
🐍 Python
- 🗂 Data Handling: Pandas, NumPy
- 📊 Visualization: Matplotlib, Seaborn
- 📈 Statistical Analysis: SciPy, Statsmodels
- 🤖 Machine Learning: Scikit-learn, PyTorch, CLIP
- 🦾 Agentic AI: LangChain, LangGraph.
📊 R Studio
- 🧹 Data Cleaning & Transformation
- 🔍 PCA & Factor Analysis
- 🔗 Clustering: hierarchical & non-hierarchical methods
- 📉 Regression: Multivariate linear & logistic regression
- ⏳ Time Series Forecasting: ARIMA, SARIMAX models
🗄 Database Management
- 🏅 SQL (Certified):
- Dataset creation
- Data transformation & cleaning
- Query statements, ordering & grouping
- Google Big Query: dealing with big data.
- 🗃 MongoDB: Flexible NoSQL database management