Upwork is hiring a Python Data Science Expert

Need Python expert to help me with my class

Will require completing questions where you define functions for certain problems like preprocessing unstructured data and floating points. Possibility to extend past 10 hours of work based on syllabus and course needs.

Module 1: Representing, transforming, and visualizing data.

Topic 5: Preprocessing unstructured data

Strings and regular expressions

Topic 6: Mining the web

(Ungraded; notebook only) HTML processing, web APIs

Topic 7: Tidying data

Pandas, merge/join, tibbles and bits, melting and casting

Topic 8: Visualizing data and results

Seaborn, Bokeh

Topic 9: Relational data (SQL)

Module 2: The analysis of data.

Topic 10: Intro to numerical computing

NumPy / SciPy

Topic 11: Ranking relational objects

Graphs as (sparse) matrices, PageRank

Topic 12: Linear regression

Direct (e.g., QR) and online (e.g., LMS) methods

Topic 13: Classification

Logistic regression, numerical optimization

Topic 14: Clustering

The k-means algorithm

Topic 15: Compression

Principal components analysis (PCA), singular value decomposition (SVD)