**Daily update | 07 January, 2022**

# Medium

#### New Open Source for Validating and Testing Machine Learning

**Author:** Philip Tannor**Claps:** 401**Source:** machine-learning**Description:** Deepchecks Is a Python Package That Helps Build Test Suites for ML Models & Data. Here’s How You Use It

#### How I Used Data Science to Create Five Consistent Streams of Income

**Author:** Terence Shin**Claps:** 278**Source:** data-science**Description:** Proven ways to actually make money with data science

#### Are Machine Learning and AI threats to the job security and employment opportunity

**Author:** SAURAV SANAP**Claps:** 170**Source:** machine-learning**Description:** Machine Learning (ML) and Artificial Intelligence (AI) is gaining a lot of attraction in recent times. This is mainly because it has broken…

#### Myth-Busting: 3 Things You Don’t Need to Break into the Data Science Industry

**Author:** Arunn Thevapalan**Claps:** 124**Source:** artificial-intelligence**Description:** And what you need instead

#### Replace Python Lists and Make Your Code Orders of Magnitude Faster!

**Author:** Haseeb Kamal**Claps:** 55**Source:** data-science**Description:** No fancy libraries and no complicated engineering, just one data structure — hash tables.

# StackExchange

#### Ideal Use Cases for Splines

**Source:** stats**Views:** 450**Score:** 7**Tags:** regression predictive-models splines interpolation

#### Ridge regression subtlety on intercept

**Source:** stats**Views:** 83**Score:** 4**Tags:** machine-learning ridge-regression

#### Why does my beta regression look linear when plotted?

**Source:** stats**Views:** 217**Score:** 4**Tags:** r beta-regression

#### Comparing outliers in two distributions

**Source:** stats**Views:** 24**Score:** 2**Tags:** normal-distribution outliers

#### What is the difference between least squares method and mean squared method in calculating the error?

**Source:** stats**Views:** 29**Score:** 2**Tags:** least-squares linear-model mse