**Daily update | 22 December, 2021**

# Medium

#### A Revolutionary New Vision for the Internet is Here

**Author:** Ella Alderson**Claps:** 113**Source:** machine-learning**Description:** Web 3.0 is gaining attention as the next big thing for tech

#### Introduction to SHAP with Python

**Author:** Conor O'Sullivan**Claps:** 86**Source:** machine-learning**Description:** How to create and interpret SHAP plots: waterfall, force, decision, mean SHAP, and beeswarm

#### MANOVA

**Author:** Joos Korstanje**Claps:** 72**Source:** machine-learning**Description:** Deep-dive into MANOVA with worked-out examples in R and Python

#### Top Data Science Misconceptions I Learned in 2021

**Author:** Matt Przybyla**Claps:** 51**Source:** data-science**Description:** â€¦that can help you for 2022

#### 22 New Data Science Interview Questions for 2022

**Author:** Terence Shin**Claps:** 38**Source:** data-science**Description:** Questions from top tech companies like Google, Facebook, and Netflix

# StackExchange

#### Basic Sampling - Provide confidence of estimate

**Source:** stats**Views:** 64**Score:** 3**Tags:** sampling binomial-distribution sample-size frequentist

#### Beginning my data science journey

**Source:** datascience**Views:** 18**Score:** 3**Tags:** data-science-model python-3.x

#### How can we process these types of queries on trees?

**Source:** cs**Views:** 14**Score:** 3**Tags:** algorithms graphs trees graph-traversal

#### Regularization and Shrinkage : Theoretical Advantages vs. Empirical Advantages

**Source:** stats**Views:** 30**Score:** 3**Tags:** regression regularization error overfitting bias-variance-tradeoff

#### What is "natural" about the natural parameterization of an exponential family and the natural parameter space?

**Source:** stats**Views:** 24**Score:** 2**Tags:** distributions mathematical-statistics density-function definition exponential-family