Research Institutes
Are you working for a research institute and looking to provide your researchers with the best possible support?
I support your team with the following specialized courses:
Introduction to Data Science with Python
- Python syntax and fundamentals, including the use of Jupyter Notebooks as a development environment
- Data analysis, data wrangling, and data visualization using
numpy,pandas, andmatplotlib - Introduction to applying basic statistical models in Python with
scikit-learn
Mastering Natural Language Processing (NLP)
- Processing and cleaning raw text data for analysis
- Transforming text into numerical representations using techniques such as TF-IDF and Word Embeddings
- Building and evaluating models for tasks like Sentiment Analysis, Topic Modeling, and Named Entity Recognition
- Implementing best practices for interpretability, reproducibility, and the responsible use of NLP in research
Data Visualization with Python
- Creating graphics for the exploration and presentation of multivariate datasets
- Utilizing Python libraries such as
SeabornandMatplotlibto create customized figures - Visualizing statistical models, confidence intervals, and distribution-based uncertainty
- Applying best practices for clarity, accuracy, and aesthetics in academic data visualization