**Daily update | 08 December, 2021**

# Medium

#### A Complete 26 Week Course to Learn Python for Data Science in 2022

**Author:** Frank Andrade**Claps:** 112**Source:** machine-learning**Description:** Learn most of the Python stuff you need for data science in 26 weeks

#### Drift Metrics: How to Select the Right Metric to Analyze Drift

**Author:** Piotr (Peter) Mardziel**Claps:** 52**Source:** machine-learning**Description:** In our last post we summarized the problem of drift in machine learning deployments (“Drift in Machine Learning: Why It’s Hard and What to…

#### MANTA Test

**Author:** Matrix AI Network**Claps:** 50**Source:** machine-learning**Description:** 9–11 December

#### Introduction to Applied Linear Algebra: Norms & Distances

**Author:** Deniz Tuzsus**Claps:** 15**Source:** data-science**Description:** This article gives an introduction to vector norms, vector distances and their application in the field of data science

#### Self-Training Classifier: How to Make Any Algorithm Behave Like a Semi-Supervised One

**Author:** Saul Dobilas**Claps:** 14**Source:** data-science**Description:** An easy Python implementation of Self-Training using standard classification algorithms from the Sklearn library

# StackExchange

#### One Sample T-Test - Data Transformation

**Source:** stats**Views:** 42**Score:** 3**Tags:** t-test lognormal-distribution

#### Gaussian Processes: multi-class Laplace approximation

**Source:** stats**Views:** 17**Score:** 2**Tags:** covariance-matrix gaussian-process

#### Correct use of Chi-square and hypothesis testing?

**Source:** stats**Views:** 28**Score:** 2**Tags:** hypothesis-testing statistical-significance python chi-squared-test experiment-design

#### Why is deviance != -2 logLik for logistic regression in R?

**Source:** stats**Views:** 13**Score:** 2**Tags:** logistic likelihood deviance

#### Some questions about supervised learning, model evaluation and preprocessing

**Source:** datascience**Views:** 27**Score:** 2**Tags:** classification class-imbalance preprocessing supervised-learning multilabel-classification