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kimberlytanyh/README.md

Kimberly's Portfolio

Just as a picture says a thousand words, check out my projects and class work to see what I can do/ have learned.

About Me

  • Recently graduated from Baruch College with MS degree in Business Analytics
  • Organizations I have worked at as a Research and Planning Intern or volunteer Data Analyst:
    • Code for America
    • Shelter Animals Count
    • Hack for LA (current)
    • Seattle Promise
    • Hawaii Zoning Atlas (current)

Programming Languages Learned: Python, SQL, and R

Other technical skills: Tableau, Excel, Looker, Google Analytics

Recent Projects:

SQL

Tableau - Click to view dashboards I have created for my projects in my Tableau Public profile!

Python

Academic Work and Projects:

Tableau (Data Exploration, Analysis, Visualization, and Storytelling)

Python (Data Analysis, Machine Learning, and Writing Simple Programs)

R (Writing Simple Programs and Machine Learning)

  • Simulations

  • Linear Regression Modeling

  • and more (check out my repositories)!

Tools and Libraries Learned:

Python

  1. random
  2. numpy
  3. pandas
  4. matplotlib
  5. scikit-learn
  6. seaborn
  7. statsmodels
  8. calendar
  9. time
  10. nltk
  11. mlxtend.frequent_patterns
Machine Learning Techniques and Concepts Learned in Python:
  1. Linear Regression
  2. Logistic Regression
  3. Tree-based Models (Classification and Regression) - Decision Tree, Random Forest, XGBoost, etc.
  4. CLustering
  5. Natural Language Processing (Word2Vec)
  6. PCA and ICA

R

  1. tidyverse
  2. R markdown
  3. ggplot
  4. dplyr
  5. linear models
  6. rpart and randomForest and more...

Degrees:

  • Masters in Business Analytics, Data Analytics concentration (3.8)
  • B.B.A in Marketing Management, General (4.0)

Other skills:

Social Media Strategy and Marketing, Social Listening, Market Research, Basic WordPress Website Management, Graphic Design, Event Planning, SEO optimization

Interesting traits:

  1. Southeast Asian from Singapore and Malaysia
  2. Speaks two non-coding languages: English and Mandarin
  3. Curious and always digging into the details.
  4. What I tell myself:
    “And as you wish that others would do to you, do so to them.”
    There is nothing too difficult to learn, just whether you are willing to learn.
    There is nothing useless in this world.

Pinned Loading

  1. kimberlytanyh.github.io kimberlytanyh.github.io Public

    HTML

  2. Predicting_311_Call_ResolutionTime Predicting_311_Call_ResolutionTime Public

    Jupyter Notebook