**Daily update | 25 January, 2022**

# Medium

#### What is Machine Learning?

**Author:** Aravind J**Claps:** 121**Source:** artificial-intelligence**Description:** Machine Learning is a discipline that deals with programming the systems so as to make them automatically learn and improve with…

#### 6 Tricks to Make Python F-strings More Functional

**Author:** Soner Yıldırım**Claps:** 96**Source:** machine-learning**Description:** and write fancy print statements.

#### XGBoost for time series: lightGBM is a bigger boat!

**Author:** Saupin Guillaume**Claps:** 89**Source:** artificial-intelligence**Description:** Extrapolation is not possible with XGBoost. This is an hard limitation for time series modelisation. LightGBM offers a solution to this.

#### ‘Go For It!’ — Why NFL teams are going-for-it on 4th downs more than ever

**Author:** Sanjeev Lingam-Nattamai**Claps:** 61**Source:** data-science**Description:** As I was watching football games throughout the 2021 NFL regular season, it felt like teams were going-for-it on 4th down at a higher rate…

#### Understanding DBSCAN and Implementation with Python

**Author:** Yufeng**Claps:** 60**Source:** data-science**Description:** In this post, I briefly go over the ideas of DBSCAN and its implementation in Python.

# StackExchange

#### Residual using absolute loss linear regression

**Source:** stats**Views:** 74**Score:** 8**Tags:** regression quantile-regression least-absolute-deviations

#### A Turing machine with each cell accessed at most $10$ times has an equivalent NFA

**Source:** cs**Views:** 22**Score:** 3**Tags:** turing-machines finite-automata

#### What does "lambda terms modulo convertibility" mean?

**Source:** cs**Views:** 19**Score:** 2**Tags:** terminology lambda-calculus

#### How to fix hypothesis testing: MBF versus "directional correctness"

**Source:** stats**Views:** 43**Score:** 2**Tags:** hypothesis-testing p-value credible-interval bayes-factors

#### How to prove $Y=X^{2}$ is Beta$\left(0.5,\ 1\right)$ if $X$ is Uniform$(0,\ 1)$

**Source:** stats**Views:** 53**Score:** 2**Tags:** uniform-distribution cumulative-distribution-function beta-distribution