# My Blog Posts Gallery

## my happy place

After several months of continuous writing, I have published a great number of blog posts and I feel it is time to organize them in one place. I cannot express how grateful I am for those who view, read, clapped, and responded to my articles. Watching the number of followers grows from zero to 3-digits has encouraged and inspired me to keep producing meaningful content. This article serves as a list of all my blog posts and will be keep updating as I write more blog posts.

## Personal Data Science Projects

**Sentiment Analysis**

**Twitter Analysis**

**Web Scraping**

**Data Science Bootcamp**

**Visualizing the Dilemma in Pandemic**

## Data Science Interview Preparation Toolkit

**Machine Learning Questions:**

**Statistics Questions:**

**Probability Questions:**

**Case Study:**

**Virtual Interview Preparation**

## Statistics

**Causal Inference**

**Must-Know Distributions**

**Determine Sample Size**

**Hypothesis Testing and Confidence Interval**

**Simpson’s Paradox**

**Bootstrapping**

**Confidence Interval**

## Machine Learning

**Evaluate Classification Models**

**Mathematical Details for SVM**

**Gradient Descent**

**Capture seasonality in Time Series Data**

## Python Programming

**Sort Dictionaries in Python**

**Solving the Convex Optimization Problem with CVXOPT**

## Personal Experience

**Job-Hunting Tips**

To be continued…