Basic Basics of Statistics(Descriptive) & Probability for Data Scientists-A Quick Refresher

AAWEG I *We put ghosts in machines *

9 min readMay 17

--

Probability deals with predicting the likelihood of future events, while statistics involves the analysis of the frequency of past events.

PROBABILITY

In probability theory, an event is a set of outcomes of an experiment to which a probability is assigned. If E represents an…

AAWEG I *We put ghosts in machines *

Written by AAWEG I We put ghosts in machines

linkedin.com/in/aaweg-i | github.com/the-ogre

More from AAWEG I We put ghosts in machines

AAWEG I *We put ghosts in machines *

Time Series Forecasting: A Comparative Analysis of SARIMAX and XGBoost Algorithms

SARIMAX (Seasonal Autoregressive Integrated Moving Average with Exogenous Variables) and XGBoost are both popular algorithms used for time…

3 min readMay 14

--

AAWEG I *We put ghosts in machines *
in
Aaweg Interview

Can you explain Jaccard’s Index? How does it differ from Dice Coefficient?

In object detection, there are two distinct tasks to measure:

6 min readNov 27, 2022

--

AAWEG I *We put ghosts in machines *
in
Aaweg Interview

Can you tell us something about ‘Global Average Pooling’?

A typical classifier, except the last two/few layers, is nothing but a feature extractor.

3 min readNov 29, 2022

--

AAWEG I *We put ghosts in machines *
in
Literary Impulse

Exploring the Fragility of Power and Empire: A Critical Reading of Ryan Keating’s ‘Crushing Snails’…

Delve into the thought-provoking poem “Crushing Snails” by Ryan Keating, which vividly describes the interconnectedness of ancient empires…

3 min read6 days ago

--

See all from AAWEG I *We put ghosts in machines *

Recommended from Medium

Matt Crooks
in
Towards Data Science

A Review of Propensity Score Modelling Approaches

A review of different approaches to using propensity scores in causal inference modelling

11 min readMay 17

--

Dr. Roi Yehoshua
in
Towards Data Science

Mastering Logistic Regression

From theory to implementation in Python

17 min readMay 20

--

Lists

What is ChatGPT?

9 stories57 saves

Stories to Help You Level-Up at Work

19 stories46 saves

Staff Picks

323 stories82 saves

Michał Oleszak
in
Towards Data Science

How to Detect Data Drift with Hypothesis Testing

Hint: forget about the p-values

18 min readMay 17

--

Parul Pandey
in
Towards Data Science

Simplifying subplots creation in Matplotlib

Infusing Mosaic Magic into Your Plots

5 min read4 days ago

--

Kasper Müller
in
Cantor’s Paradise

Mysterious Patterns in Pascal’s Triangle

Hidden treasures of combinatorics

6 min read2 days ago

--

Dr. Roi Yehoshua
in
Towards Data Science

Deep Dive into Softmax Regression

Understand the math behind softmax regression and how to use it to solve an image classification task

13 min read2 days ago

--

See more recommendations

Help
Status
Writers
Blog
Careers
Privacy
Terms
About
Text to speech