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SaiMounicaGudimella/README.md

Hello World 👋


I'm Mounica🙌, a Data Scientist, and a Gen AI Enthusiast.
  • I love Programming, Problem Solving and coding from the last 10 years.
  • Profound interest in building projects and products that 'stick'.
  • I hold a Master's degree in Business Analytics focused in Statistics and bachelors in Computer Science❤✌

Reach out via LinkedIn- 👨‍💻

Mounica

💻 My articles on Medium:

  1. Hypothesis Testing - Large sample size using Z score - Click through rate and conversion rate
  2. Hypothesis Testing - Small sample size using T test - Click through rate and conversion rate
  3. Model performance metrics
  4. Cross Validation
  5. Model Selection using stepwise regression

💻 Basic ML Implementation:

  1. Simple Linear Regression
  2. Multiple Linear Regression
  3. Naive Bayes Classification
  4. Decision Tree
  5. Random Forests
  6. Decision Tree vs Random Forest
  7. Support Vector Machines
  8. Logistic Regression
  9. End to end Regression Project

💻 Forecasting projects:

  1. Pairs Trading Algorithm
  2. Stock Prediction based on News
  3. Forecasting Basics
  4. Univariate time series - AR model - Autoregressive

I'll be updating this repository regularly, so keep an eye out for the latest additions!

Happy Learning!

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